id sid tid token lemma pos cord-027133-kiyix3qd 1 1 key key NN cord-027133-kiyix3qd 1 2 : : : cord-027133-kiyix3qd 1 3 cord-027133-kiyix3qd cord-027133-kiyix3qd NN cord-027133-kiyix3qd 1 4 authors author NNS cord-027133-kiyix3qd 1 5 : : : cord-027133-kiyix3qd 1 6 Grzesik Grzesik NNP cord-027133-kiyix3qd 1 7 , , , cord-027133-kiyix3qd 1 8 Piotr Piotr NNP cord-027133-kiyix3qd 1 9 ; ; : cord-027133-kiyix3qd 1 10 Mrozek Mrozek NNP cord-027133-kiyix3qd 1 11 , , , cord-027133-kiyix3qd 1 12 Dariusz Dariusz NNP cord-027133-kiyix3qd 1 13 title title NN cord-027133-kiyix3qd 1 14 : : : cord-027133-kiyix3qd 1 15 Comparative Comparative NNP cord-027133-kiyix3qd 1 16 Analysis Analysis NNP cord-027133-kiyix3qd 1 17 of of IN cord-027133-kiyix3qd 1 18 Time Time NNP cord-027133-kiyix3qd 1 19 Series Series NNP cord-027133-kiyix3qd 1 20 Databases Databases NNPS cord-027133-kiyix3qd 1 21 in in IN cord-027133-kiyix3qd 1 22 the the DT cord-027133-kiyix3qd 1 23 Context Context NNP cord-027133-kiyix3qd 1 24 of of IN cord-027133-kiyix3qd 1 25 Edge Edge NNP cord-027133-kiyix3qd 1 26 Computing Computing NNP cord-027133-kiyix3qd 1 27 for for IN cord-027133-kiyix3qd 1 28 Low Low NNP cord-027133-kiyix3qd 1 29 Power Power NNP cord-027133-kiyix3qd 1 30 Sensor Sensor NNP cord-027133-kiyix3qd 1 31 Networks Networks NNP cord-027133-kiyix3qd 1 32 date date NN cord-027133-kiyix3qd 1 33 : : : cord-027133-kiyix3qd 1 34 2020 2020 CD cord-027133-kiyix3qd 1 35 - - HYPH cord-027133-kiyix3qd 1 36 05 05 CD cord-027133-kiyix3qd 1 37 - - SYM cord-027133-kiyix3qd 1 38 25 25 CD cord-027133-kiyix3qd 1 39 journal journal NN cord-027133-kiyix3qd 1 40 : : : cord-027133-kiyix3qd 2 1 Computational Computational NNP cord-027133-kiyix3qd 2 2 Science Science NNP cord-027133-kiyix3qd 2 3 - - HYPH cord-027133-kiyix3qd 2 4 ICCS ICCS NNP cord-027133-kiyix3qd 2 5 2020 2020 CD cord-027133-kiyix3qd 3 1 DOI DOI NNP cord-027133-kiyix3qd 3 2 : : : cord-027133-kiyix3qd 3 3 10.1007/978 10.1007/978 CD cord-027133-kiyix3qd 3 4 - - HYPH cord-027133-kiyix3qd 3 5 3 3 CD cord-027133-kiyix3qd 3 6 - - HYPH cord-027133-kiyix3qd 3 7 030 030 CD cord-027133-kiyix3qd 3 8 - - HYPH cord-027133-kiyix3qd 3 9 50426 50426 CD cord-027133-kiyix3qd 3 10 - - HYPH cord-027133-kiyix3qd 3 11 7_28 7_28 CD cord-027133-kiyix3qd 3 12 sha sha NNP cord-027133-kiyix3qd 3 13 : : : cord-027133-kiyix3qd 4 1 39d424f7a7f494c2beb6939846286abff874d414 39d424f7a7f494c2beb6939846286abff874d414 CD cord-027133-kiyix3qd 4 2 doc_id doc_id CD cord-027133-kiyix3qd 4 3 : : : cord-027133-kiyix3qd 5 1 27133 27133 CD cord-027133-kiyix3qd 5 2 cord_uid cord_uid NNS cord-027133-kiyix3qd 5 3 : : : cord-027133-kiyix3qd 5 4 kiyix3qd kiyix3qd NNP cord-027133-kiyix3qd 5 5 Selection selection NN cord-027133-kiyix3qd 5 6 of of IN cord-027133-kiyix3qd 5 7 an an DT cord-027133-kiyix3qd 5 8 appropriate appropriate JJ cord-027133-kiyix3qd 5 9 database database NN cord-027133-kiyix3qd 5 10 system system NN cord-027133-kiyix3qd 5 11 for for IN cord-027133-kiyix3qd 5 12 edge edge NN cord-027133-kiyix3qd 5 13 IoT IoT NNP cord-027133-kiyix3qd 5 14 devices device NNS cord-027133-kiyix3qd 5 15 is be VBZ cord-027133-kiyix3qd 5 16 one one CD cord-027133-kiyix3qd 5 17 of of IN cord-027133-kiyix3qd 5 18 the the DT cord-027133-kiyix3qd 5 19 essential essential JJ cord-027133-kiyix3qd 5 20 elements element NNS cord-027133-kiyix3qd 5 21 that that WDT cord-027133-kiyix3qd 5 22 determine determine VBP cord-027133-kiyix3qd 5 23 efficient efficient JJ cord-027133-kiyix3qd 5 24 edge edge NN cord-027133-kiyix3qd 5 25 - - HYPH cord-027133-kiyix3qd 5 26 based base VBN cord-027133-kiyix3qd 5 27 data datum NNS cord-027133-kiyix3qd 5 28 analysis analysis NN cord-027133-kiyix3qd 5 29 in in IN cord-027133-kiyix3qd 5 30 low low JJ cord-027133-kiyix3qd 5 31 power power NN cord-027133-kiyix3qd 5 32 wireless wireless NN cord-027133-kiyix3qd 5 33 sensor sensor NN cord-027133-kiyix3qd 5 34 networks network NNS cord-027133-kiyix3qd 5 35 . . . cord-027133-kiyix3qd 6 1 This this DT cord-027133-kiyix3qd 6 2 paper paper NN cord-027133-kiyix3qd 6 3 presents present VBZ cord-027133-kiyix3qd 6 4 a a DT cord-027133-kiyix3qd 6 5 comparative comparative JJ cord-027133-kiyix3qd 6 6 analysis analysis NN cord-027133-kiyix3qd 6 7 of of IN cord-027133-kiyix3qd 6 8 time time NN cord-027133-kiyix3qd 6 9 series series NN cord-027133-kiyix3qd 6 10 databases database NNS cord-027133-kiyix3qd 6 11 in in IN cord-027133-kiyix3qd 6 12 the the DT cord-027133-kiyix3qd 6 13 context context NN cord-027133-kiyix3qd 6 14 of of IN cord-027133-kiyix3qd 6 15 edge edge NN cord-027133-kiyix3qd 6 16 computing computing NN cord-027133-kiyix3qd 6 17 for for IN cord-027133-kiyix3qd 6 18 IoT IoT NNP cord-027133-kiyix3qd 6 19 and and CC cord-027133-kiyix3qd 6 20 Smart Smart NNP cord-027133-kiyix3qd 6 21 Systems Systems NNPS cord-027133-kiyix3qd 6 22 . . . cord-027133-kiyix3qd 7 1 The the DT cord-027133-kiyix3qd 7 2 research research NN cord-027133-kiyix3qd 7 3 focuses focus VBZ cord-027133-kiyix3qd 7 4 on on IN cord-027133-kiyix3qd 7 5 the the DT cord-027133-kiyix3qd 7 6 performance performance NN cord-027133-kiyix3qd 7 7 comparison comparison NN cord-027133-kiyix3qd 7 8 between between IN cord-027133-kiyix3qd 7 9 three three CD cord-027133-kiyix3qd 7 10 time time NN cord-027133-kiyix3qd 7 11 - - HYPH cord-027133-kiyix3qd 7 12 series series NN cord-027133-kiyix3qd 7 13 databases database NNS cord-027133-kiyix3qd 7 14 : : : cord-027133-kiyix3qd 7 15 TimescaleDB TimescaleDB NNP cord-027133-kiyix3qd 7 16 , , , cord-027133-kiyix3qd 7 17 InfluxDB InfluxDB NNP cord-027133-kiyix3qd 7 18 , , , cord-027133-kiyix3qd 7 19 Riak Riak NNP cord-027133-kiyix3qd 7 20 TS TS NNP cord-027133-kiyix3qd 7 21 , , , cord-027133-kiyix3qd 7 22 as as RB cord-027133-kiyix3qd 7 23 well well RB cord-027133-kiyix3qd 7 24 as as IN cord-027133-kiyix3qd 7 25 two two CD cord-027133-kiyix3qd 7 26 relational relational JJ cord-027133-kiyix3qd 7 27 databases database NNS cord-027133-kiyix3qd 7 28 , , , cord-027133-kiyix3qd 7 29 PostgreSQL PostgreSQL NNP cord-027133-kiyix3qd 7 30 and and CC cord-027133-kiyix3qd 7 31 SQLite SQLite NNP cord-027133-kiyix3qd 7 32 . . . cord-027133-kiyix3qd 8 1 All all DT cord-027133-kiyix3qd 8 2 selected select VBN cord-027133-kiyix3qd 8 3 solutions solution NNS cord-027133-kiyix3qd 8 4 were be VBD cord-027133-kiyix3qd 8 5 tested test VBN cord-027133-kiyix3qd 8 6 while while IN cord-027133-kiyix3qd 8 7 being be VBG cord-027133-kiyix3qd 8 8 deployed deploy VBN cord-027133-kiyix3qd 8 9 on on IN cord-027133-kiyix3qd 8 10 a a DT cord-027133-kiyix3qd 8 11 single single JJ cord-027133-kiyix3qd 8 12 - - HYPH cord-027133-kiyix3qd 8 13 board board NN cord-027133-kiyix3qd 8 14 computer computer NN cord-027133-kiyix3qd 8 15 , , , cord-027133-kiyix3qd 8 16 Raspberry Raspberry NNP cord-027133-kiyix3qd 8 17 Pi Pi NNP cord-027133-kiyix3qd 8 18 . . . cord-027133-kiyix3qd 9 1 For for IN cord-027133-kiyix3qd 9 2 each each DT cord-027133-kiyix3qd 9 3 of of IN cord-027133-kiyix3qd 9 4 them -PRON- PRP cord-027133-kiyix3qd 9 5 , , , cord-027133-kiyix3qd 9 6 the the DT cord-027133-kiyix3qd 9 7 database database NN cord-027133-kiyix3qd 9 8 schema schema NN cord-027133-kiyix3qd 9 9 was be VBD cord-027133-kiyix3qd 9 10 designed design VBN cord-027133-kiyix3qd 9 11 , , , cord-027133-kiyix3qd 9 12 based base VBN cord-027133-kiyix3qd 9 13 on on IN cord-027133-kiyix3qd 9 14 a a DT cord-027133-kiyix3qd 9 15 data data NN cord-027133-kiyix3qd 9 16 model model NN cord-027133-kiyix3qd 9 17 representing represent VBG cord-027133-kiyix3qd 9 18 sensor sensor NN cord-027133-kiyix3qd 9 19 readings reading NNS cord-027133-kiyix3qd 9 20 and and CC cord-027133-kiyix3qd 9 21 their -PRON- PRP$ cord-027133-kiyix3qd 9 22 corresponding correspond VBG cord-027133-kiyix3qd 9 23 timestamps timestamp NNS cord-027133-kiyix3qd 9 24 . . . cord-027133-kiyix3qd 10 1 For for IN cord-027133-kiyix3qd 10 2 performance performance NN cord-027133-kiyix3qd 10 3 testing testing NN cord-027133-kiyix3qd 10 4 , , , cord-027133-kiyix3qd 10 5 we -PRON- PRP cord-027133-kiyix3qd 10 6 developed develop VBD cord-027133-kiyix3qd 10 7 a a DT cord-027133-kiyix3qd 10 8 small small JJ cord-027133-kiyix3qd 10 9 application application NN cord-027133-kiyix3qd 10 10 that that WDT cord-027133-kiyix3qd 10 11 was be VBD cord-027133-kiyix3qd 10 12 able able JJ cord-027133-kiyix3qd 10 13 to to TO cord-027133-kiyix3qd 10 14 simulate simulate VB cord-027133-kiyix3qd 10 15 insertion insertion NN cord-027133-kiyix3qd 10 16 and and CC cord-027133-kiyix3qd 10 17 querying query VBG cord-027133-kiyix3qd 10 18 operations operation NNS cord-027133-kiyix3qd 10 19 . . . cord-027133-kiyix3qd 11 1 The the DT cord-027133-kiyix3qd 11 2 results result NNS cord-027133-kiyix3qd 11 3 of of IN cord-027133-kiyix3qd 11 4 the the DT cord-027133-kiyix3qd 11 5 experiments experiment NNS cord-027133-kiyix3qd 11 6 showed show VBD cord-027133-kiyix3qd 11 7 that that IN cord-027133-kiyix3qd 11 8 for for IN cord-027133-kiyix3qd 11 9 presented present VBN cord-027133-kiyix3qd 11 10 scenarios scenario NNS cord-027133-kiyix3qd 11 11 of of IN cord-027133-kiyix3qd 11 12 reading read VBG cord-027133-kiyix3qd 11 13 data datum NNS cord-027133-kiyix3qd 11 14 , , , cord-027133-kiyix3qd 11 15 PostgreSQL PostgreSQL NNP cord-027133-kiyix3qd 11 16 and and CC cord-027133-kiyix3qd 11 17 InfluxDB InfluxDB NNP cord-027133-kiyix3qd 11 18 emerged emerge VBD cord-027133-kiyix3qd 11 19 as as IN cord-027133-kiyix3qd 11 20 the the DT cord-027133-kiyix3qd 11 21 most most RBS cord-027133-kiyix3qd 11 22 performing performing JJ cord-027133-kiyix3qd 11 23 solutions solution NNS cord-027133-kiyix3qd 11 24 . . . cord-027133-kiyix3qd 12 1 For for IN cord-027133-kiyix3qd 12 2 tested test VBN cord-027133-kiyix3qd 12 3 insertion insertion NN cord-027133-kiyix3qd 12 4 scenarios scenario NNS cord-027133-kiyix3qd 12 5 , , , cord-027133-kiyix3qd 12 6 PostgreSQL PostgreSQL NNP cord-027133-kiyix3qd 12 7 turned turn VBD cord-027133-kiyix3qd 12 8 out out RP cord-027133-kiyix3qd 12 9 to to TO cord-027133-kiyix3qd 12 10 be be VB cord-027133-kiyix3qd 12 11 the the DT cord-027133-kiyix3qd 12 12 fastest fast JJS cord-027133-kiyix3qd 12 13 . . . cord-027133-kiyix3qd 13 1 Carried carry VBN cord-027133-kiyix3qd 13 2 out out RP cord-027133-kiyix3qd 13 3 experiments experiment NNS cord-027133-kiyix3qd 13 4 also also RB cord-027133-kiyix3qd 13 5 proved prove VBD cord-027133-kiyix3qd 13 6 that that IN cord-027133-kiyix3qd 13 7 low low JJ cord-027133-kiyix3qd 13 8 - - HYPH cord-027133-kiyix3qd 13 9 cost cost NN cord-027133-kiyix3qd 13 10 , , , cord-027133-kiyix3qd 13 11 single single JJ cord-027133-kiyix3qd 13 12 - - HYPH cord-027133-kiyix3qd 13 13 board board NN cord-027133-kiyix3qd 13 14 computers computer NNS cord-027133-kiyix3qd 13 15 such such JJ cord-027133-kiyix3qd 13 16 as as IN cord-027133-kiyix3qd 13 17 Raspberry raspberry NN cord-027133-kiyix3qd 13 18 Pi pi NN cord-027133-kiyix3qd 13 19 can can MD cord-027133-kiyix3qd 13 20 be be VB cord-027133-kiyix3qd 13 21 used use VBN cord-027133-kiyix3qd 13 22 as as IN cord-027133-kiyix3qd 13 23 small small JJ cord-027133-kiyix3qd 13 24 - - HYPH cord-027133-kiyix3qd 13 25 scale scale NN cord-027133-kiyix3qd 13 26 data data NN cord-027133-kiyix3qd 13 27 aggregation aggregation NN cord-027133-kiyix3qd 13 28 nodes node NNS cord-027133-kiyix3qd 13 29 on on IN cord-027133-kiyix3qd 13 30 edge edge NN cord-027133-kiyix3qd 13 31 device device NN cord-027133-kiyix3qd 13 32 in in IN cord-027133-kiyix3qd 13 33 low low JJ cord-027133-kiyix3qd 13 34 power power NN cord-027133-kiyix3qd 13 35 wireless wireless NN cord-027133-kiyix3qd 13 36 sensor sensor NN cord-027133-kiyix3qd 13 37 networks network NNS cord-027133-kiyix3qd 13 38 , , , cord-027133-kiyix3qd 13 39 that that WDT cord-027133-kiyix3qd 13 40 often often RB cord-027133-kiyix3qd 13 41 serve serve VBP cord-027133-kiyix3qd 13 42 as as IN cord-027133-kiyix3qd 13 43 a a DT cord-027133-kiyix3qd 13 44 base base NN cord-027133-kiyix3qd 13 45 for for IN cord-027133-kiyix3qd 13 46 IoT IoT NNP cord-027133-kiyix3qd 13 47 - - HYPH cord-027133-kiyix3qd 13 48 based base VBN cord-027133-kiyix3qd 13 49 smart smart JJ cord-027133-kiyix3qd 13 50 systems system NNS cord-027133-kiyix3qd 13 51 . . . cord-027133-kiyix3qd 14 1 In in IN cord-027133-kiyix3qd 14 2 the the DT cord-027133-kiyix3qd 14 3 recent recent JJ cord-027133-kiyix3qd 14 4 years year NNS cord-027133-kiyix3qd 14 5 we -PRON- PRP cord-027133-kiyix3qd 14 6 have have VBP cord-027133-kiyix3qd 14 7 been be VBN cord-027133-kiyix3qd 14 8 observing observe VBG cord-027133-kiyix3qd 14 9 IoT IoT NNP cord-027133-kiyix3qd 14 10 systems system NNS cord-027133-kiyix3qd 14 11 being be VBG cord-027133-kiyix3qd 14 12 applied apply VBN cord-027133-kiyix3qd 14 13 for for IN cord-027133-kiyix3qd 14 14 multiple multiple JJ cord-027133-kiyix3qd 14 15 use use NN cord-027133-kiyix3qd 14 16 cases case NNS cord-027133-kiyix3qd 14 17 such such JJ cord-027133-kiyix3qd 14 18 as as IN cord-027133-kiyix3qd 14 19 water water NN cord-027133-kiyix3qd 14 20 monitoring monitoring NN cord-027133-kiyix3qd 14 21 [ [ -LRB- cord-027133-kiyix3qd 14 22 20 20 CD cord-027133-kiyix3qd 14 23 ] ] -RRB- cord-027133-kiyix3qd 14 24 , , , cord-027133-kiyix3qd 14 25 air air NN cord-027133-kiyix3qd 14 26 quality quality NN cord-027133-kiyix3qd 14 27 monitoring monitoring NN cord-027133-kiyix3qd 14 28 [ [ -LRB- cord-027133-kiyix3qd 14 29 24 24 CD cord-027133-kiyix3qd 14 30 ] ] -RRB- cord-027133-kiyix3qd 14 31 , , , cord-027133-kiyix3qd 14 32 and and CC cord-027133-kiyix3qd 14 33 health health NN cord-027133-kiyix3qd 14 34 monitoring monitoring NN cord-027133-kiyix3qd 14 35 [ [ -LRB- cord-027133-kiyix3qd 14 36 25 25 CD cord-027133-kiyix3qd 14 37 ] ] -RRB- cord-027133-kiyix3qd 14 38 , , , cord-027133-kiyix3qd 14 39 generating generate VBG cord-027133-kiyix3qd 14 40 a a DT cord-027133-kiyix3qd 14 41 massive massive JJ cord-027133-kiyix3qd 14 42 amount amount NN cord-027133-kiyix3qd 14 43 of of IN cord-027133-kiyix3qd 14 44 data datum NNS cord-027133-kiyix3qd 14 45 that that WDT cord-027133-kiyix3qd 14 46 is be VBZ cord-027133-kiyix3qd 14 47 being be VBG cord-027133-kiyix3qd 14 48 sent send VBN cord-027133-kiyix3qd 14 49 to to IN cord-027133-kiyix3qd 14 50 the the DT cord-027133-kiyix3qd 14 51 cloud cloud NN cord-027133-kiyix3qd 14 52 for for IN cord-027133-kiyix3qd 14 53 storing store VBG cord-027133-kiyix3qd 14 54 and and CC cord-027133-kiyix3qd 14 55 further further JJ cord-027133-kiyix3qd 14 56 processing processing NN cord-027133-kiyix3qd 14 57 . . . cord-027133-kiyix3qd 15 1 This this DT cord-027133-kiyix3qd 15 2 is be VBZ cord-027133-kiyix3qd 15 3 becoming become VBG cord-027133-kiyix3qd 15 4 a a DT cord-027133-kiyix3qd 15 5 more more RBR cord-027133-kiyix3qd 15 6 significant significant JJ cord-027133-kiyix3qd 15 7 challenge challenge NN cord-027133-kiyix3qd 15 8 due due IN cord-027133-kiyix3qd 15 9 to to IN cord-027133-kiyix3qd 15 10 the the DT cord-027133-kiyix3qd 15 11 need need NN cord-027133-kiyix3qd 15 12 for for IN cord-027133-kiyix3qd 15 13 sending send VBG cord-027133-kiyix3qd 15 14 the the DT cord-027133-kiyix3qd 15 15 data datum NNS cord-027133-kiyix3qd 15 16 over over IN cord-027133-kiyix3qd 15 17 the the DT cord-027133-kiyix3qd 15 18 Internet internet NN cord-027133-kiyix3qd 15 19 . . . cord-027133-kiyix3qd 16 1 Due due IN cord-027133-kiyix3qd 16 2 to to IN cord-027133-kiyix3qd 16 3 that that DT cord-027133-kiyix3qd 16 4 , , , cord-027133-kiyix3qd 16 5 a a DT cord-027133-kiyix3qd 16 6 new new JJ cord-027133-kiyix3qd 16 7 computing computing NN cord-027133-kiyix3qd 16 8 paradigm paradigm NN cord-027133-kiyix3qd 16 9 called call VBN cord-027133-kiyix3qd 16 10 edge edge NN cord-027133-kiyix3qd 16 11 computing computing NN cord-027133-kiyix3qd 16 12 started start VBD cord-027133-kiyix3qd 16 13 to to TO cord-027133-kiyix3qd 16 14 emerge emerge VB cord-027133-kiyix3qd 16 15 [ [ -LRB- cord-027133-kiyix3qd 16 16 28 28 CD cord-027133-kiyix3qd 16 17 ] ] -RRB- cord-027133-kiyix3qd 16 18 . . . cord-027133-kiyix3qd 17 1 The the DT cord-027133-kiyix3qd 17 2 main main JJ cord-027133-kiyix3qd 17 3 idea idea NN cord-027133-kiyix3qd 17 4 behind behind IN cord-027133-kiyix3qd 17 5 edge edge NN cord-027133-kiyix3qd 17 6 computing computing NN cord-027133-kiyix3qd 17 7 is be VBZ cord-027133-kiyix3qd 17 8 to to TO cord-027133-kiyix3qd 17 9 move move VB cord-027133-kiyix3qd 17 10 data datum NNS cord-027133-kiyix3qd 17 11 processing processing NN cord-027133-kiyix3qd 17 12 from from IN cord-027133-kiyix3qd 17 13 the the DT cord-027133-kiyix3qd 17 14 cloud cloud NN cord-027133-kiyix3qd 17 15 to to IN cord-027133-kiyix3qd 17 16 the the DT cord-027133-kiyix3qd 17 17 devices device NNS cord-027133-kiyix3qd 17 18 that that WDT cord-027133-kiyix3qd 17 19 are be VBP cord-027133-kiyix3qd 17 20 closer close JJR cord-027133-kiyix3qd 17 21 to to IN cord-027133-kiyix3qd 17 22 the the DT cord-027133-kiyix3qd 17 23 source source NN cord-027133-kiyix3qd 17 24 of of IN cord-027133-kiyix3qd 17 25 data datum NNS cord-027133-kiyix3qd 17 26 in in IN cord-027133-kiyix3qd 17 27 order order NN cord-027133-kiyix3qd 17 28 to to TO cord-027133-kiyix3qd 17 29 reduce reduce VB cord-027133-kiyix3qd 17 30 the the DT cord-027133-kiyix3qd 17 31 volume volume NN cord-027133-kiyix3qd 17 32 of of IN cord-027133-kiyix3qd 17 33 data datum NNS cord-027133-kiyix3qd 17 34 that that WDT cord-027133-kiyix3qd 17 35 needs need VBZ cord-027133-kiyix3qd 17 36 to to TO cord-027133-kiyix3qd 17 37 be be VB cord-027133-kiyix3qd 17 38 send send VB cord-027133-kiyix3qd 17 39 to to IN cord-027133-kiyix3qd 17 40 the the DT cord-027133-kiyix3qd 17 41 cloud cloud NN cord-027133-kiyix3qd 17 42 , , , cord-027133-kiyix3qd 17 43 improve improve VB cord-027133-kiyix3qd 17 44 reaction reaction NN cord-027133-kiyix3qd 17 45 time time NN cord-027133-kiyix3qd 17 46 to to IN cord-027133-kiyix3qd 17 47 the the DT cord-027133-kiyix3qd 17 48 changing change VBG cord-027133-kiyix3qd 17 49 state state NN cord-027133-kiyix3qd 17 50 of of IN cord-027133-kiyix3qd 17 51 the the DT cord-027133-kiyix3qd 17 52 system system NN cord-027133-kiyix3qd 17 53 , , , cord-027133-kiyix3qd 17 54 provide provide VB cord-027133-kiyix3qd 17 55 resilience resilience NN cord-027133-kiyix3qd 17 56 and and CC cord-027133-kiyix3qd 17 57 prevent prevent VB cord-027133-kiyix3qd 17 58 data datum NNS cord-027133-kiyix3qd 17 59 loss loss NN cord-027133-kiyix3qd 17 60 in in IN cord-027133-kiyix3qd 17 61 situations situation NNS cord-027133-kiyix3qd 17 62 where where WRB cord-027133-kiyix3qd 17 63 Internet internet NN cord-027133-kiyix3qd 17 64 connection connection NN cord-027133-kiyix3qd 17 65 is be VBZ cord-027133-kiyix3qd 17 66 not not RB cord-027133-kiyix3qd 17 67 reliable reliable JJ cord-027133-kiyix3qd 17 68 or or CC cord-027133-kiyix3qd 17 69 even even RB cord-027133-kiyix3qd 17 70 not not RB cord-027133-kiyix3qd 17 71 available available JJ cord-027133-kiyix3qd 17 72 most most JJS cord-027133-kiyix3qd 17 73 of of IN cord-027133-kiyix3qd 17 74 the the DT cord-027133-kiyix3qd 17 75 time time NN cord-027133-kiyix3qd 17 76 . . . cord-027133-kiyix3qd 18 1 To to TO cord-027133-kiyix3qd 18 2 achieve achieve VB cord-027133-kiyix3qd 18 3 that that IN cord-027133-kiyix3qd 18 4 , , , cord-027133-kiyix3qd 18 5 edge edge NN cord-027133-kiyix3qd 18 6 computing computing NN cord-027133-kiyix3qd 18 7 devices device NNS cord-027133-kiyix3qd 18 8 need need VBP cord-027133-kiyix3qd 18 9 to to TO cord-027133-kiyix3qd 18 10 be be VB cord-027133-kiyix3qd 18 11 able able JJ cord-027133-kiyix3qd 18 12 to to TO cord-027133-kiyix3qd 18 13 ingest ingest VB cord-027133-kiyix3qd 18 14 data datum NNS cord-027133-kiyix3qd 18 15 from from IN cord-027133-kiyix3qd 18 16 sensors sensor NNS cord-027133-kiyix3qd 18 17 , , , cord-027133-kiyix3qd 18 18 analyze analyze VB cord-027133-kiyix3qd 18 19 them -PRON- PRP cord-027133-kiyix3qd 18 20 , , , cord-027133-kiyix3qd 18 21 aggregate aggregate JJ cord-027133-kiyix3qd 18 22 metrics metric NNS cord-027133-kiyix3qd 18 23 , , , cord-027133-kiyix3qd 18 24 and and CC cord-027133-kiyix3qd 18 25 send send VB cord-027133-kiyix3qd 18 26 them -PRON- PRP cord-027133-kiyix3qd 18 27 to to IN cord-027133-kiyix3qd 18 28 the the DT cord-027133-kiyix3qd 18 29 cloud cloud NN cord-027133-kiyix3qd 18 30 for for IN cord-027133-kiyix3qd 18 31 further further JJ cord-027133-kiyix3qd 18 32 processing processing NN cord-027133-kiyix3qd 18 33 if if IN cord-027133-kiyix3qd 18 34 required require VBN cord-027133-kiyix3qd 18 35 . . . cord-027133-kiyix3qd 19 1 For for IN cord-027133-kiyix3qd 19 2 example example NN cord-027133-kiyix3qd 19 3 , , , cord-027133-kiyix3qd 19 4 while while IN cord-027133-kiyix3qd 19 5 collecting collect VBG cord-027133-kiyix3qd 19 6 and and CC cord-027133-kiyix3qd 19 7 processing process VBG cord-027133-kiyix3qd 19 8 environmental environmental JJ cord-027133-kiyix3qd 19 9 data datum NNS cord-027133-kiyix3qd 19 10 on on IN cord-027133-kiyix3qd 19 11 air air NN cord-027133-kiyix3qd 19 12 quality quality NN cord-027133-kiyix3qd 19 13 , , , cord-027133-kiyix3qd 19 14 the the DT cord-027133-kiyix3qd 19 15 edge edge NN cord-027133-kiyix3qd 19 16 device device NN cord-027133-kiyix3qd 19 17 can can MD cord-027133-kiyix3qd 19 18 be be VB cord-027133-kiyix3qd 19 19 responsible responsible JJ cord-027133-kiyix3qd 19 20 for for IN cord-027133-kiyix3qd 19 21 aggregating aggregate VBG cord-027133-kiyix3qd 19 22 data datum NNS cord-027133-kiyix3qd 19 23 and and CC cord-027133-kiyix3qd 19 24 computing compute VBG cord-027133-kiyix3qd 19 25 Air Air NNP cord-027133-kiyix3qd 19 26 Quality Quality NNP cord-027133-kiyix3qd 19 27 Index Index NNP cord-027133-kiyix3qd 19 28 ( ( -LRB- cord-027133-kiyix3qd 19 29 AQI AQI NNP cord-027133-kiyix3qd 19 30 ) ) -RRB- cord-027133-kiyix3qd 19 31 [ [ -LRB- cord-027133-kiyix3qd 19 32 22 22 CD cord-027133-kiyix3qd 19 33 ] ] -RRB- cord-027133-kiyix3qd 19 34 , , , cord-027133-kiyix3qd 19 35 instead instead RB cord-027133-kiyix3qd 19 36 of of IN cord-027133-kiyix3qd 19 37 sending send VBG cord-027133-kiyix3qd 19 38 raw raw JJ cord-027133-kiyix3qd 19 39 sensor sensor NN cord-027133-kiyix3qd 19 40 readings reading NNS cord-027133-kiyix3qd 19 41 to to IN cord-027133-kiyix3qd 19 42 the the DT cord-027133-kiyix3qd 19 43 environmental environmental JJ cord-027133-kiyix3qd 19 44 monitoring monitoring NN cord-027133-kiyix3qd 19 45 center center NN cord-027133-kiyix3qd 19 46 . . . cord-027133-kiyix3qd 20 1 In in IN cord-027133-kiyix3qd 20 2 systems system NNS cord-027133-kiyix3qd 20 3 with with IN cord-027133-kiyix3qd 20 4 multiple multiple JJ cord-027133-kiyix3qd 20 5 sensors sensor NNS cord-027133-kiyix3qd 20 6 generating generate VBG cord-027133-kiyix3qd 20 7 data datum NNS cord-027133-kiyix3qd 20 8 at at IN cord-027133-kiyix3qd 20 9 a a DT cord-027133-kiyix3qd 20 10 fast fast JJ cord-027133-kiyix3qd 20 11 rate rate NN cord-027133-kiyix3qd 20 12 , , , cord-027133-kiyix3qd 20 13 efficient efficient JJ cord-027133-kiyix3qd 20 14 storage storage NN cord-027133-kiyix3qd 20 15 and and CC cord-027133-kiyix3qd 20 16 analytical analytical JJ cord-027133-kiyix3qd 20 17 system system NN cord-027133-kiyix3qd 20 18 running run VBG cord-027133-kiyix3qd 20 19 on on IN cord-027133-kiyix3qd 20 20 edge edge NN cord-027133-kiyix3qd 20 21 device device NN cord-027133-kiyix3qd 20 22 becomes become VBZ cord-027133-kiyix3qd 20 23 a a DT cord-027133-kiyix3qd 20 24 crucial crucial JJ cord-027133-kiyix3qd 20 25 part part NN cord-027133-kiyix3qd 20 26 . . . cord-027133-kiyix3qd 21 1 Due due IN cord-027133-kiyix3qd 21 2 to to IN cord-027133-kiyix3qd 21 3 the the DT cord-027133-kiyix3qd 21 4 time time NN cord-027133-kiyix3qd 21 5 - - HYPH cord-027133-kiyix3qd 21 6 series series NN cord-027133-kiyix3qd 21 7 nature nature NN cord-027133-kiyix3qd 21 8 of of IN cord-027133-kiyix3qd 21 9 sensor sensor NN cord-027133-kiyix3qd 21 10 data datum NNS cord-027133-kiyix3qd 21 11 , , , cord-027133-kiyix3qd 21 12 dedicated dedicated JJ cord-027133-kiyix3qd 21 13 time time NN cord-027133-kiyix3qd 21 14 series series NN cord-027133-kiyix3qd 21 15 databases database NNS cord-027133-kiyix3qd 21 16 seem seem VBP cord-027133-kiyix3qd 21 17 like like IN cord-027133-kiyix3qd 21 18 a a DT cord-027133-kiyix3qd 21 19 natural natural JJ cord-027133-kiyix3qd 21 20 fit fit NN cord-027133-kiyix3qd 21 21 for for IN cord-027133-kiyix3qd 21 22 this this DT cord-027133-kiyix3qd 21 23 type type NN cord-027133-kiyix3qd 21 24 of of IN cord-027133-kiyix3qd 21 25 workload workload NN cord-027133-kiyix3qd 21 26 . . . cord-027133-kiyix3qd 22 1 This this DT cord-027133-kiyix3qd 22 2 paper paper NN cord-027133-kiyix3qd 22 3 aims aim VBZ cord-027133-kiyix3qd 22 4 to to TO cord-027133-kiyix3qd 22 5 evaluate evaluate VB cord-027133-kiyix3qd 22 6 several several JJ cord-027133-kiyix3qd 22 7 time time NN cord-027133-kiyix3qd 22 8 series series NN cord-027133-kiyix3qd 22 9 databases database NNS cord-027133-kiyix3qd 22 10 in in IN cord-027133-kiyix3qd 22 11 the the DT cord-027133-kiyix3qd 22 12 context context NN cord-027133-kiyix3qd 22 13 of of IN cord-027133-kiyix3qd 22 14 using use VBG cord-027133-kiyix3qd 22 15 them -PRON- PRP cord-027133-kiyix3qd 22 16 in in IN cord-027133-kiyix3qd 22 17 edge edge NN cord-027133-kiyix3qd 22 18 computing computing NN cord-027133-kiyix3qd 22 19 , , , cord-027133-kiyix3qd 22 20 low low JJ cord-027133-kiyix3qd 22 21 - - HYPH cord-027133-kiyix3qd 22 22 cost cost NN cord-027133-kiyix3qd 22 23 , , , cord-027133-kiyix3qd 22 24 constrained constrained JJ cord-027133-kiyix3qd 22 25 device device NN cord-027133-kiyix3qd 22 26 in in IN cord-027133-kiyix3qd 22 27 form form NN cord-027133-kiyix3qd 22 28 of of IN cord-027133-kiyix3qd 22 29 Raspberry Raspberry NNP cord-027133-kiyix3qd 22 30 Pi Pi NNP cord-027133-kiyix3qd 22 31 that that WDT cord-027133-kiyix3qd 22 32 is be VBZ cord-027133-kiyix3qd 22 33 processing process VBG cord-027133-kiyix3qd 22 34 data datum NNS cord-027133-kiyix3qd 22 35 from from IN cord-027133-kiyix3qd 22 36 environmental environmental JJ cord-027133-kiyix3qd 22 37 sensors sensor NNS cord-027133-kiyix3qd 22 38 . . . cord-027133-kiyix3qd 23 1 The the DT cord-027133-kiyix3qd 23 2 paper paper NN cord-027133-kiyix3qd 23 3 is be VBZ cord-027133-kiyix3qd 23 4 organized organize VBN cord-027133-kiyix3qd 23 5 as as IN cord-027133-kiyix3qd 23 6 follows follow NNS cord-027133-kiyix3qd 23 7 . . . cord-027133-kiyix3qd 24 1 In in IN cord-027133-kiyix3qd 24 2 Sect Sect NNP cord-027133-kiyix3qd 24 3 . . . cord-027133-kiyix3qd 25 1 2 2 LS cord-027133-kiyix3qd 25 2 , , , cord-027133-kiyix3qd 25 3 we -PRON- PRP cord-027133-kiyix3qd 25 4 review review VBP cord-027133-kiyix3qd 25 5 the the DT cord-027133-kiyix3qd 25 6 related related JJ cord-027133-kiyix3qd 25 7 works work NNS cord-027133-kiyix3qd 25 8 . . . cord-027133-kiyix3qd 26 1 In in IN cord-027133-kiyix3qd 26 2 Sect Sect NNP cord-027133-kiyix3qd 26 3 . . . cord-027133-kiyix3qd 27 1 3 3 LS cord-027133-kiyix3qd 27 2 , , , cord-027133-kiyix3qd 27 3 we -PRON- PRP cord-027133-kiyix3qd 27 4 describe describe VBP cord-027133-kiyix3qd 27 5 databases database NNS cord-027133-kiyix3qd 27 6 selected select VBN cord-027133-kiyix3qd 27 7 for for IN cord-027133-kiyix3qd 27 8 comparison comparison NN cord-027133-kiyix3qd 27 9 . . . cord-027133-kiyix3qd 28 1 Section section NN cord-027133-kiyix3qd 28 2 4 4 CD cord-027133-kiyix3qd 28 3 describes describe VBZ cord-027133-kiyix3qd 28 4 testing test VBG cord-027133-kiyix3qd 28 5 environment environment NN cord-027133-kiyix3qd 28 6 , , , cord-027133-kiyix3qd 28 7 used use VBN cord-027133-kiyix3qd 28 8 data data NN cord-027133-kiyix3qd 28 9 model model NN cord-027133-kiyix3qd 28 10 as as RB cord-027133-kiyix3qd 28 11 well well RB cord-027133-kiyix3qd 28 12 as as IN cord-027133-kiyix3qd 28 13 testing test VBG cord-027133-kiyix3qd 28 14 methodology methodology NN cord-027133-kiyix3qd 28 15 . . . cord-027133-kiyix3qd 29 1 Section section NN cord-027133-kiyix3qd 29 2 5 5 CD cord-027133-kiyix3qd 29 3 contains contain VBZ cord-027133-kiyix3qd 29 4 a a DT cord-027133-kiyix3qd 29 5 description description NN cord-027133-kiyix3qd 29 6 of of IN cord-027133-kiyix3qd 29 7 the the DT cord-027133-kiyix3qd 29 8 performance performance NN cord-027133-kiyix3qd 29 9 experiments experiment NNS cord-027133-kiyix3qd 29 10 that that WDT cord-027133-kiyix3qd 29 11 we -PRON- PRP cord-027133-kiyix3qd 29 12 carried carry VBD cord-027133-kiyix3qd 29 13 out out RP cord-027133-kiyix3qd 29 14 . . . cord-027133-kiyix3qd 30 1 Finally finally RB cord-027133-kiyix3qd 30 2 , , , cord-027133-kiyix3qd 30 3 Sect Sect NNP cord-027133-kiyix3qd 30 4 . . . cord-027133-kiyix3qd 31 1 6 6 CD cord-027133-kiyix3qd 31 2 concludes conclude VBZ cord-027133-kiyix3qd 31 3 the the DT cord-027133-kiyix3qd 31 4 results result NNS cord-027133-kiyix3qd 31 5 of of IN cord-027133-kiyix3qd 31 6 the the DT cord-027133-kiyix3qd 31 7 paper paper NN cord-027133-kiyix3qd 31 8 . . . cord-027133-kiyix3qd 32 1 In in IN cord-027133-kiyix3qd 32 2 the the DT cord-027133-kiyix3qd 32 3 literature literature NN cord-027133-kiyix3qd 32 4 , , , cord-027133-kiyix3qd 32 5 there there EX cord-027133-kiyix3qd 32 6 is be VBZ cord-027133-kiyix3qd 32 7 a a DT cord-027133-kiyix3qd 32 8 few few JJ cord-027133-kiyix3qd 32 9 research research NN cord-027133-kiyix3qd 32 10 concerning concern VBG cord-027133-kiyix3qd 32 11 the the DT cord-027133-kiyix3qd 32 12 comparison comparison NN cord-027133-kiyix3qd 32 13 of of IN cord-027133-kiyix3qd 32 14 various various JJ cord-027133-kiyix3qd 32 15 time time NN cord-027133-kiyix3qd 32 16 - - HYPH cord-027133-kiyix3qd 32 17 series series NN cord-027133-kiyix3qd 32 18 databases database NNS cord-027133-kiyix3qd 32 19 . . . cord-027133-kiyix3qd 33 1 In in IN cord-027133-kiyix3qd 33 2 the the DT cord-027133-kiyix3qd 33 3 paper paper NN cord-027133-kiyix3qd 33 4 [ [ -LRB- cord-027133-kiyix3qd 33 5 27 27 CD cord-027133-kiyix3qd 33 6 ] ] -RRB- cord-027133-kiyix3qd 33 7 , , , cord-027133-kiyix3qd 33 8 Tulasi Tulasi NNP cord-027133-kiyix3qd 33 9 Priyanka Priyanka NNP cord-027133-kiyix3qd 33 10 Sanaboyina Sanaboyina NNP cord-027133-kiyix3qd 33 11 compared compare VBD cord-027133-kiyix3qd 33 12 two two CD cord-027133-kiyix3qd 33 13 time time NN cord-027133-kiyix3qd 33 14 - - HYPH cord-027133-kiyix3qd 33 15 series series NN cord-027133-kiyix3qd 33 16 databases database NNS cord-027133-kiyix3qd 33 17 , , , cord-027133-kiyix3qd 33 18 InfluxDB InfluxDB NNP cord-027133-kiyix3qd 33 19 and and CC cord-027133-kiyix3qd 33 20 OpenTSDB OpenTSDB NNP cord-027133-kiyix3qd 33 21 , , , cord-027133-kiyix3qd 33 22 based base VBN cord-027133-kiyix3qd 33 23 on on IN cord-027133-kiyix3qd 33 24 the the DT cord-027133-kiyix3qd 33 25 energy energy NN cord-027133-kiyix3qd 33 26 consumption consumption NN cord-027133-kiyix3qd 33 27 of of IN cord-027133-kiyix3qd 33 28 the the DT cord-027133-kiyix3qd 33 29 physical physical JJ cord-027133-kiyix3qd 33 30 servers server NNS cord-027133-kiyix3qd 33 31 on on IN cord-027133-kiyix3qd 33 32 which which WDT cord-027133-kiyix3qd 33 33 the the DT cord-027133-kiyix3qd 33 34 databases database NNS cord-027133-kiyix3qd 33 35 are be VBP cord-027133-kiyix3qd 33 36 running run VBG cord-027133-kiyix3qd 33 37 under under IN cord-027133-kiyix3qd 33 38 several several JJ cord-027133-kiyix3qd 33 39 reading reading NN cord-027133-kiyix3qd 33 40 and and CC cord-027133-kiyix3qd 33 41 writing writing NN cord-027133-kiyix3qd 33 42 scenarios scenario NNS cord-027133-kiyix3qd 33 43 . . . cord-027133-kiyix3qd 34 1 The the DT cord-027133-kiyix3qd 34 2 author author NN cord-027133-kiyix3qd 34 3 concludes conclude VBZ cord-027133-kiyix3qd 34 4 the the DT cord-027133-kiyix3qd 34 5 research research NN cord-027133-kiyix3qd 34 6 with with IN cord-027133-kiyix3qd 34 7 claims claim NNS cord-027133-kiyix3qd 34 8 that that IN cord-027133-kiyix3qd 34 9 InfluxDB InfluxDB NNP cord-027133-kiyix3qd 34 10 consumes consume VBZ cord-027133-kiyix3qd 34 11 less less JJR cord-027133-kiyix3qd 34 12 energy energy NN cord-027133-kiyix3qd 34 13 than than IN cord-027133-kiyix3qd 34 14 OpenTSDB OpenTSDB NNP cord-027133-kiyix3qd 34 15 in in IN cord-027133-kiyix3qd 34 16 comparable comparable JJ cord-027133-kiyix3qd 34 17 situations situation NNS cord-027133-kiyix3qd 34 18 . . . cord-027133-kiyix3qd 35 1 Bader Bader NNP cord-027133-kiyix3qd 35 2 et et NNP cord-027133-kiyix3qd 35 3 al al NNP cord-027133-kiyix3qd 35 4 . . . cord-027133-kiyix3qd 36 1 [ [ -LRB- cord-027133-kiyix3qd 36 2 17 17 CD cord-027133-kiyix3qd 36 3 ] ] -RRB- cord-027133-kiyix3qd 36 4 focused focus VBD cord-027133-kiyix3qd 36 5 on on IN cord-027133-kiyix3qd 36 6 open open JJ cord-027133-kiyix3qd 36 7 source source NN cord-027133-kiyix3qd 36 8 time time NN cord-027133-kiyix3qd 36 9 - - HYPH cord-027133-kiyix3qd 36 10 series series NN cord-027133-kiyix3qd 36 11 databases database NNS cord-027133-kiyix3qd 36 12 , , , cord-027133-kiyix3qd 36 13 examined examine VBD cord-027133-kiyix3qd 36 14 83 83 CD cord-027133-kiyix3qd 36 15 different different JJ cord-027133-kiyix3qd 36 16 solutions solution NNS cord-027133-kiyix3qd 36 17 during during IN cord-027133-kiyix3qd 36 18 their -PRON- PRP$ cord-027133-kiyix3qd 36 19 research research NN cord-027133-kiyix3qd 36 20 , , , cord-027133-kiyix3qd 36 21 and and CC cord-027133-kiyix3qd 36 22 focused focus VBD cord-027133-kiyix3qd 36 23 on on IN cord-027133-kiyix3qd 36 24 the the DT cord-027133-kiyix3qd 36 25 comparison comparison NN cord-027133-kiyix3qd 36 26 of of IN cord-027133-kiyix3qd 36 27 twelve twelve CD cord-027133-kiyix3qd 36 28 selected select VBN cord-027133-kiyix3qd 36 29 databases database NNS cord-027133-kiyix3qd 36 30 , , , cord-027133-kiyix3qd 36 31 including include VBG cord-027133-kiyix3qd 36 32 InfluxDB influxdb XX cord-027133-kiyix3qd 36 33 , , , cord-027133-kiyix3qd 36 34 PostgreSQL PostgreSQL NNP cord-027133-kiyix3qd 36 35 and and CC cord-027133-kiyix3qd 36 36 OpenTSDB OpenTSDB NNP cord-027133-kiyix3qd 36 37 among among IN cord-027133-kiyix3qd 36 38 others other NNS cord-027133-kiyix3qd 36 39 . . . cord-027133-kiyix3qd 37 1 All all DT cord-027133-kiyix3qd 37 2 selected select VBN cord-027133-kiyix3qd 37 3 solutions solution NNS cord-027133-kiyix3qd 37 4 were be VBD cord-027133-kiyix3qd 37 5 compared compare VBN cord-027133-kiyix3qd 37 6 based base VBN cord-027133-kiyix3qd 37 7 on on IN cord-027133-kiyix3qd 37 8 their -PRON- PRP$ cord-027133-kiyix3qd 37 9 scalability scalability NN cord-027133-kiyix3qd 37 10 , , , cord-027133-kiyix3qd 37 11 supported support VBN cord-027133-kiyix3qd 37 12 functions function NNS cord-027133-kiyix3qd 37 13 , , , cord-027133-kiyix3qd 37 14 granularity granularity NN cord-027133-kiyix3qd 37 15 , , , cord-027133-kiyix3qd 37 16 available available JJ cord-027133-kiyix3qd 37 17 interfaces interface NNS cord-027133-kiyix3qd 37 18 , , , cord-027133-kiyix3qd 37 19 and and CC cord-027133-kiyix3qd 37 20 extensions extension NNS cord-027133-kiyix3qd 37 21 as as RB cord-027133-kiyix3qd 37 22 well well RB cord-027133-kiyix3qd 37 23 as as IN cord-027133-kiyix3qd 37 24 licensing licensing NN cord-027133-kiyix3qd 37 25 and and CC cord-027133-kiyix3qd 37 26 support support NN cord-027133-kiyix3qd 37 27 . . . cord-027133-kiyix3qd 38 1 In in IN cord-027133-kiyix3qd 38 2 his -PRON- PRP$ cord-027133-kiyix3qd 38 3 research research NN cord-027133-kiyix3qd 38 4 [ [ -LRB- cord-027133-kiyix3qd 38 5 21 21 CD cord-027133-kiyix3qd 38 6 ] ] -RRB- cord-027133-kiyix3qd 38 7 , , , cord-027133-kiyix3qd 38 8 Goldschmidt Goldschmidt NNP cord-027133-kiyix3qd 38 9 et et NNP cord-027133-kiyix3qd 38 10 al al NNP cord-027133-kiyix3qd 38 11 . . NNP cord-027133-kiyix3qd 38 12 benchmarked benchmarke VBD cord-027133-kiyix3qd 38 13 three three CD cord-027133-kiyix3qd 38 14 open open JJ cord-027133-kiyix3qd 38 15 - - HYPH cord-027133-kiyix3qd 38 16 source source NN cord-027133-kiyix3qd 38 17 timeseries timeseries NN cord-027133-kiyix3qd 38 18 databases database NNS cord-027133-kiyix3qd 38 19 , , , cord-027133-kiyix3qd 38 20 OpenTSDB OpenTSDB NNP cord-027133-kiyix3qd 38 21 , , , cord-027133-kiyix3qd 38 22 KariosDB KariosDB NNP cord-027133-kiyix3qd 38 23 and and CC cord-027133-kiyix3qd 38 24 Databus Databus NNP cord-027133-kiyix3qd 38 25 in in IN cord-027133-kiyix3qd 38 26 the the DT cord-027133-kiyix3qd 38 27 cloud cloud NN cord-027133-kiyix3qd 38 28 environment environment NN cord-027133-kiyix3qd 38 29 with with IN cord-027133-kiyix3qd 38 30 up up IN cord-027133-kiyix3qd 38 31 to to TO cord-027133-kiyix3qd 38 32 36 36 CD cord-027133-kiyix3qd 38 33 nodes node NNS cord-027133-kiyix3qd 38 34 in in IN cord-027133-kiyix3qd 38 35 the the DT cord-027133-kiyix3qd 38 36 context context NN cord-027133-kiyix3qd 38 37 of of IN cord-027133-kiyix3qd 38 38 industrial industrial JJ cord-027133-kiyix3qd 38 39 workloads workload NNS cord-027133-kiyix3qd 38 40 . . . cord-027133-kiyix3qd 39 1 The the DT cord-027133-kiyix3qd 39 2 main main JJ cord-027133-kiyix3qd 39 3 objective objective NN cord-027133-kiyix3qd 39 4 of of IN cord-027133-kiyix3qd 39 5 the the DT cord-027133-kiyix3qd 39 6 research research NN cord-027133-kiyix3qd 39 7 was be VBD cord-027133-kiyix3qd 39 8 to to TO cord-027133-kiyix3qd 39 9 evaluate evaluate VB cord-027133-kiyix3qd 39 10 selected select VBN cord-027133-kiyix3qd 39 11 databases database NNS cord-027133-kiyix3qd 39 12 to to TO cord-027133-kiyix3qd 39 13 determine determine VB cord-027133-kiyix3qd 39 14 their -PRON- PRP$ cord-027133-kiyix3qd 39 15 scalability scalability NN cord-027133-kiyix3qd 39 16 and and CC cord-027133-kiyix3qd 39 17 reliability reliability NN cord-027133-kiyix3qd 39 18 features feature NNS cord-027133-kiyix3qd 39 19 . . . cord-027133-kiyix3qd 40 1 Out out IN cord-027133-kiyix3qd 40 2 of of IN cord-027133-kiyix3qd 40 3 the the DT cord-027133-kiyix3qd 40 4 three three CD cord-027133-kiyix3qd 40 5 technologies technology NNS cord-027133-kiyix3qd 40 6 , , , cord-027133-kiyix3qd 40 7 KairosDB KairosDB NNP cord-027133-kiyix3qd 40 8 emerged emerge VBD cord-027133-kiyix3qd 40 9 as as IN cord-027133-kiyix3qd 40 10 the the DT cord-027133-kiyix3qd 40 11 one one NN cord-027133-kiyix3qd 40 12 that that WDT cord-027133-kiyix3qd 40 13 meets meet VBZ cord-027133-kiyix3qd 40 14 the the DT cord-027133-kiyix3qd 40 15 initial initial JJ cord-027133-kiyix3qd 40 16 hypotheses hypothesis NNS cord-027133-kiyix3qd 40 17 about about IN cord-027133-kiyix3qd 40 18 scalability scalability NN cord-027133-kiyix3qd 40 19 and and CC cord-027133-kiyix3qd 40 20 reliability reliability NN cord-027133-kiyix3qd 40 21 . . . cord-027133-kiyix3qd 41 1 Wlodarczyk Wlodarczyk NNP cord-027133-kiyix3qd 41 2 , , , cord-027133-kiyix3qd 41 3 in in IN cord-027133-kiyix3qd 41 4 his -PRON- PRP$ cord-027133-kiyix3qd 41 5 article article NN cord-027133-kiyix3qd 41 6 [ [ -LRB- cord-027133-kiyix3qd 41 7 29 29 CD cord-027133-kiyix3qd 41 8 ] ] -RRB- cord-027133-kiyix3qd 41 9 , , , cord-027133-kiyix3qd 41 10 provides provide VBZ cord-027133-kiyix3qd 41 11 an an DT cord-027133-kiyix3qd 41 12 overview overview NN cord-027133-kiyix3qd 41 13 and and CC cord-027133-kiyix3qd 41 14 comparison comparison NN cord-027133-kiyix3qd 41 15 of of IN cord-027133-kiyix3qd 41 16 four four CD cord-027133-kiyix3qd 41 17 offerings offering NNS cord-027133-kiyix3qd 41 18 , , , cord-027133-kiyix3qd 41 19 Chukwa Chukwa NNP cord-027133-kiyix3qd 41 20 , , , cord-027133-kiyix3qd 41 21 OpenTSDB OpenTSDB NNP cord-027133-kiyix3qd 41 22 , , , cord-027133-kiyix3qd 41 23 TempoDB TempoDB NNP cord-027133-kiyix3qd 41 24 , , , cord-027133-kiyix3qd 41 25 and and CC cord-027133-kiyix3qd 41 26 Squwk Squwk NNP cord-027133-kiyix3qd 41 27 . . . cord-027133-kiyix3qd 42 1 The the DT cord-027133-kiyix3qd 42 2 analysis analysis NN cord-027133-kiyix3qd 42 3 focused focus VBD cord-027133-kiyix3qd 42 4 on on IN cord-027133-kiyix3qd 42 5 feature feature NN cord-027133-kiyix3qd 42 6 differences difference NNS cord-027133-kiyix3qd 42 7 between between IN cord-027133-kiyix3qd 42 8 selected select VBN cord-027133-kiyix3qd 42 9 technologies technology NNS cord-027133-kiyix3qd 42 10 , , , cord-027133-kiyix3qd 42 11 without without IN cord-027133-kiyix3qd 42 12 any any DT cord-027133-kiyix3qd 42 13 performance performance NN cord-027133-kiyix3qd 42 14 benchmarks benchmark NNS cord-027133-kiyix3qd 42 15 . . . cord-027133-kiyix3qd 43 1 The the DT cord-027133-kiyix3qd 43 2 author author NN cord-027133-kiyix3qd 43 3 identified identify VBD cord-027133-kiyix3qd 43 4 OpenTSDB OpenTSDB NNP cord-027133-kiyix3qd 43 5 as as IN cord-027133-kiyix3qd 43 6 a a DT cord-027133-kiyix3qd 43 7 most most RBS cord-027133-kiyix3qd 43 8 popular popular JJ cord-027133-kiyix3qd 43 9 choice choice NN cord-027133-kiyix3qd 43 10 for for IN cord-027133-kiyix3qd 43 11 the the DT cord-027133-kiyix3qd 43 12 time time NN cord-027133-kiyix3qd 43 13 series series NNP cord-027133-kiyix3qd 43 14 storage storage NN cord-027133-kiyix3qd 43 15 . . . cord-027133-kiyix3qd 44 1 Pungilȃ Pungilȃ NNP cord-027133-kiyix3qd 44 2 et et FW cord-027133-kiyix3qd 44 3 al al NNP cord-027133-kiyix3qd 44 4 . . . cord-027133-kiyix3qd 45 1 [ [ -LRB- cord-027133-kiyix3qd 45 2 26 26 CD cord-027133-kiyix3qd 45 3 ] ] -RRB- cord-027133-kiyix3qd 45 4 compared compare VBD cord-027133-kiyix3qd 45 5 the the DT cord-027133-kiyix3qd 45 6 databases database NNS cord-027133-kiyix3qd 45 7 to to TO cord-027133-kiyix3qd 45 8 use use VB cord-027133-kiyix3qd 45 9 them -PRON- PRP cord-027133-kiyix3qd 45 10 in in IN cord-027133-kiyix3qd 45 11 the the DT cord-027133-kiyix3qd 45 12 system system NN cord-027133-kiyix3qd 45 13 that that WDT cord-027133-kiyix3qd 45 14 stores store VBZ cord-027133-kiyix3qd 45 15 large large JJ cord-027133-kiyix3qd 45 16 volumes volume NNS cord-027133-kiyix3qd 45 17 of of IN cord-027133-kiyix3qd 45 18 sensor sensor NN cord-027133-kiyix3qd 45 19 data datum NNS cord-027133-kiyix3qd 45 20 from from IN cord-027133-kiyix3qd 45 21 smart smart JJ cord-027133-kiyix3qd 45 22 meters meter NNS cord-027133-kiyix3qd 45 23 . . . cord-027133-kiyix3qd 46 1 During during IN cord-027133-kiyix3qd 46 2 the the DT cord-027133-kiyix3qd 46 3 research research NN cord-027133-kiyix3qd 46 4 , , , cord-027133-kiyix3qd 46 5 they -PRON- PRP cord-027133-kiyix3qd 46 6 compared compare VBD cord-027133-kiyix3qd 46 7 three three CD cord-027133-kiyix3qd 46 8 relational relational JJ cord-027133-kiyix3qd 46 9 databases database NNS cord-027133-kiyix3qd 46 10 , , , cord-027133-kiyix3qd 46 11 SQLite3 SQLite3 NNP cord-027133-kiyix3qd 46 12 , , , cord-027133-kiyix3qd 46 13 MySQL MySQL NNP cord-027133-kiyix3qd 46 14 , , , cord-027133-kiyix3qd 46 15 PostgreSQL PostgreSQL NNP cord-027133-kiyix3qd 46 16 , , , cord-027133-kiyix3qd 46 17 one one CD cord-027133-kiyix3qd 46 18 timeseries timeseries NN cord-027133-kiyix3qd 46 19 database database NN cord-027133-kiyix3qd 46 20 , , , cord-027133-kiyix3qd 46 21 IBM IBM NNP cord-027133-kiyix3qd 46 22 Informix Informix NNP cord-027133-kiyix3qd 46 23 with with IN cord-027133-kiyix3qd 46 24 DataBlade DataBlade NNP cord-027133-kiyix3qd 46 25 module module NN cord-027133-kiyix3qd 46 26 , , , cord-027133-kiyix3qd 46 27 as as RB cord-027133-kiyix3qd 46 28 well well RB cord-027133-kiyix3qd 46 29 as as IN cord-027133-kiyix3qd 46 30 three three CD cord-027133-kiyix3qd 46 31 NoSQL NoSQL NNP cord-027133-kiyix3qd 46 32 databases database NNS cord-027133-kiyix3qd 46 33 , , , cord-027133-kiyix3qd 46 34 MonetDB monetdb JJ cord-027133-kiyix3qd 46 35 , , , cord-027133-kiyix3qd 46 36 Hypertable Hypertable NNP cord-027133-kiyix3qd 46 37 and and CC cord-027133-kiyix3qd 46 38 Oracle Oracle NNP cord-027133-kiyix3qd 46 39 BerkeleyDB BerkeleyDB VBD cord-027133-kiyix3qd 46 40 . . . cord-027133-kiyix3qd 47 1 During during IN cord-027133-kiyix3qd 47 2 the the DT cord-027133-kiyix3qd 47 3 experiments experiment NNS cord-027133-kiyix3qd 47 4 , , , cord-027133-kiyix3qd 47 5 it -PRON- PRP cord-027133-kiyix3qd 47 6 was be VBD cord-027133-kiyix3qd 47 7 determined determine VBN cord-027133-kiyix3qd 47 8 that that IN cord-027133-kiyix3qd 47 9 Hypertable Hypertable NNP cord-027133-kiyix3qd 47 10 offers offer VBZ cord-027133-kiyix3qd 47 11 the the DT cord-027133-kiyix3qd 47 12 most most RBS cord-027133-kiyix3qd 47 13 significant significant JJ cord-027133-kiyix3qd 47 14 number number NN cord-027133-kiyix3qd 47 15 of of IN cord-027133-kiyix3qd 47 16 insert insert JJ cord-027133-kiyix3qd 47 17 operations operation NNS cord-027133-kiyix3qd 47 18 per per IN cord-027133-kiyix3qd 47 19 second second JJ cord-027133-kiyix3qd 47 20 , , , cord-027133-kiyix3qd 47 21 but but CC cord-027133-kiyix3qd 47 22 is be VBZ cord-027133-kiyix3qd 47 23 slower slow JJR cord-027133-kiyix3qd 47 24 when when WRB cord-027133-kiyix3qd 47 25 it -PRON- PRP cord-027133-kiyix3qd 47 26 comes come VBZ cord-027133-kiyix3qd 47 27 to to IN cord-027133-kiyix3qd 47 28 scanning scanning NN cord-027133-kiyix3qd 47 29 operations operation NNS cord-027133-kiyix3qd 47 30 . . . cord-027133-kiyix3qd 48 1 The the DT cord-027133-kiyix3qd 48 2 authors author NNS cord-027133-kiyix3qd 48 3 suggested suggest VBD cord-027133-kiyix3qd 48 4 that that IN cord-027133-kiyix3qd 48 5 BerkeleyDB BerkeleyDB NNP cord-027133-kiyix3qd 48 6 offers offer VBZ cord-027133-kiyix3qd 48 7 a a DT cord-027133-kiyix3qd 48 8 compromise compromise NN cord-027133-kiyix3qd 48 9 when when WRB cord-027133-kiyix3qd 48 10 there there EX cord-027133-kiyix3qd 48 11 is be VBZ cord-027133-kiyix3qd 48 12 a a DT cord-027133-kiyix3qd 48 13 need need NN cord-027133-kiyix3qd 48 14 for for IN cord-027133-kiyix3qd 48 15 a a DT cord-027133-kiyix3qd 48 16 workload workload NN cord-027133-kiyix3qd 48 17 that that WDT cord-027133-kiyix3qd 48 18 has have VBZ cord-027133-kiyix3qd 48 19 a a DT cord-027133-kiyix3qd 48 20 balanced balanced JJ cord-027133-kiyix3qd 48 21 number number NN cord-027133-kiyix3qd 48 22 of of IN cord-027133-kiyix3qd 48 23 both both DT cord-027133-kiyix3qd 48 24 insert insert VBP cord-027133-kiyix3qd 48 25 and and CC cord-027133-kiyix3qd 48 26 scan scan JJ cord-027133-kiyix3qd 48 27 operations operation NNS cord-027133-kiyix3qd 48 28 . . . cord-027133-kiyix3qd 49 1 Fadhel Fadhel NNP cord-027133-kiyix3qd 49 2 et et NNP cord-027133-kiyix3qd 49 3 al al NNP cord-027133-kiyix3qd 49 4 . . . cord-027133-kiyix3qd 50 1 presented present VBN cord-027133-kiyix3qd 50 2 research research NN cord-027133-kiyix3qd 50 3 [ [ -LRB- cord-027133-kiyix3qd 50 4 20 20 CD cord-027133-kiyix3qd 50 5 ] ] -RRB- cord-027133-kiyix3qd 50 6 concerning concern VBG cord-027133-kiyix3qd 50 7 the the DT cord-027133-kiyix3qd 50 8 evaluation evaluation NN cord-027133-kiyix3qd 50 9 of of IN cord-027133-kiyix3qd 50 10 the the DT cord-027133-kiyix3qd 50 11 databases database NNS cord-027133-kiyix3qd 50 12 for for IN cord-027133-kiyix3qd 50 13 a a DT cord-027133-kiyix3qd 50 14 low low JJ cord-027133-kiyix3qd 50 15 - - HYPH cord-027133-kiyix3qd 50 16 cost cost NN cord-027133-kiyix3qd 50 17 water water NN cord-027133-kiyix3qd 50 18 quality quality NN cord-027133-kiyix3qd 50 19 sensing sensing NN cord-027133-kiyix3qd 50 20 system system NN cord-027133-kiyix3qd 50 21 . . . cord-027133-kiyix3qd 51 1 Authors author NNS cord-027133-kiyix3qd 51 2 identified identify VBD cord-027133-kiyix3qd 51 3 InfluxDB InfluxDB NNP cord-027133-kiyix3qd 51 4 as as IN cord-027133-kiyix3qd 51 5 the the DT cord-027133-kiyix3qd 51 6 most most RBS cord-027133-kiyix3qd 51 7 suitable suitable JJ cord-027133-kiyix3qd 51 8 solution solution NN cord-027133-kiyix3qd 51 9 , , , cord-027133-kiyix3qd 51 10 listing list VBG cord-027133-kiyix3qd 51 11 the the DT cord-027133-kiyix3qd 51 12 ease ease NN cord-027133-kiyix3qd 51 13 of of IN cord-027133-kiyix3qd 51 14 installation installation NN cord-027133-kiyix3qd 51 15 and and CC cord-027133-kiyix3qd 51 16 maintenance maintenance NN cord-027133-kiyix3qd 51 17 , , , cord-027133-kiyix3qd 51 18 support support NN cord-027133-kiyix3qd 51 19 for for IN cord-027133-kiyix3qd 51 20 multiple multiple JJ cord-027133-kiyix3qd 51 21 interface interface NN cord-027133-kiyix3qd 51 22 formats format NNS cord-027133-kiyix3qd 51 23 , , , cord-027133-kiyix3qd 51 24 and and CC cord-027133-kiyix3qd 51 25 HTTP HTTP NNP cord-027133-kiyix3qd 51 26 GUI GUI NNP cord-027133-kiyix3qd 51 27 as as IN cord-027133-kiyix3qd 51 28 the the DT cord-027133-kiyix3qd 51 29 deciding decide VBG cord-027133-kiyix3qd 51 30 factors factor NNS cord-027133-kiyix3qd 51 31 . . . cord-027133-kiyix3qd 52 1 In in IN cord-027133-kiyix3qd 52 2 the the DT cord-027133-kiyix3qd 52 3 second second JJ cord-027133-kiyix3qd 52 4 part part NN cord-027133-kiyix3qd 52 5 of of IN cord-027133-kiyix3qd 52 6 the the DT cord-027133-kiyix3qd 52 7 research research NN cord-027133-kiyix3qd 52 8 , , , cord-027133-kiyix3qd 52 9 they -PRON- PRP cord-027133-kiyix3qd 52 10 conducted conduct VBD cord-027133-kiyix3qd 52 11 performance performance NN cord-027133-kiyix3qd 52 12 experiments experiment NNS cord-027133-kiyix3qd 52 13 and and CC cord-027133-kiyix3qd 52 14 determined determine VBD cord-027133-kiyix3qd 52 15 that that IN cord-027133-kiyix3qd 52 16 InfluxDB InfluxDB NNP cord-027133-kiyix3qd 52 17 can can MD cord-027133-kiyix3qd 52 18 handle handle VB cord-027133-kiyix3qd 52 19 the the DT cord-027133-kiyix3qd 52 20 load load NN cord-027133-kiyix3qd 52 21 from from IN cord-027133-kiyix3qd 52 22 450 450 CD cord-027133-kiyix3qd 52 23 sensors sensor NNS cord-027133-kiyix3qd 52 24 . . . cord-027133-kiyix3qd 53 1 In in IN cord-027133-kiyix3qd 53 2 his -PRON- PRP$ cord-027133-kiyix3qd 53 3 article article NN cord-027133-kiyix3qd 53 4 [ [ -LRB- cord-027133-kiyix3qd 53 5 23 23 CD cord-027133-kiyix3qd 53 6 ] ] -RRB- cord-027133-kiyix3qd 53 7 , , , cord-027133-kiyix3qd 53 8 Kiefer Kiefer NNP cord-027133-kiyix3qd 53 9 provided provide VBD cord-027133-kiyix3qd 53 10 a a DT cord-027133-kiyix3qd 53 11 performance performance NN cord-027133-kiyix3qd 53 12 comparison comparison NN cord-027133-kiyix3qd 53 13 between between IN cord-027133-kiyix3qd 53 14 Post Post NNP cord-027133-kiyix3qd 53 15 - - NN cord-027133-kiyix3qd 53 16 greSQL greSQL NNP cord-027133-kiyix3qd 53 17 and and CC cord-027133-kiyix3qd 53 18 TimescaleDB TimescaleDB NNP cord-027133-kiyix3qd 53 19 for for IN cord-027133-kiyix3qd 53 20 storage storage NN cord-027133-kiyix3qd 53 21 and and CC cord-027133-kiyix3qd 53 22 analytics analytic NNS cord-027133-kiyix3qd 53 23 of of IN cord-027133-kiyix3qd 53 24 large large JJ cord-027133-kiyix3qd 53 25 scale scale NN cord-027133-kiyix3qd 53 26 , , , cord-027133-kiyix3qd 53 27 time time NN cord-027133-kiyix3qd 53 28 - - HYPH cord-027133-kiyix3qd 53 29 series series NN cord-027133-kiyix3qd 53 30 data datum NNS cord-027133-kiyix3qd 53 31 . . . cord-027133-kiyix3qd 54 1 The the DT cord-027133-kiyix3qd 54 2 author author NN cord-027133-kiyix3qd 54 3 presented present VBD cord-027133-kiyix3qd 54 4 that that IN cord-027133-kiyix3qd 54 5 at at IN cord-027133-kiyix3qd 54 6 the the DT cord-027133-kiyix3qd 54 7 scale scale NN cord-027133-kiyix3qd 54 8 of of IN cord-027133-kiyix3qd 54 9 millions million NNS cord-027133-kiyix3qd 54 10 of of IN cord-027133-kiyix3qd 54 11 rows row NNS cord-027133-kiyix3qd 54 12 , , , cord-027133-kiyix3qd 54 13 TimescaleDB TimescaleDB NNP cord-027133-kiyix3qd 54 14 offers offer VBZ cord-027133-kiyix3qd 54 15 up up IN cord-027133-kiyix3qd 54 16 to to TO cord-027133-kiyix3qd 54 17 20× 20× CD cord-027133-kiyix3qd 54 18 higher high JJR cord-027133-kiyix3qd 54 19 ingest ingest NN cord-027133-kiyix3qd 54 20 rates rate NNS cord-027133-kiyix3qd 54 21 than than IN cord-027133-kiyix3qd 54 22 PostgreSQL PostgreSQL NNP cord-027133-kiyix3qd 54 23 , , , cord-027133-kiyix3qd 54 24 at at IN cord-027133-kiyix3qd 54 25 the the DT cord-027133-kiyix3qd 54 26 same same JJ cord-027133-kiyix3qd 54 27 time time NN cord-027133-kiyix3qd 54 28 offering offer VBG cord-027133-kiyix3qd 54 29 time time NN cord-027133-kiyix3qd 54 30 - - HYPH cord-027133-kiyix3qd 54 31 based base VBN cord-027133-kiyix3qd 54 32 queries query NNS cord-027133-kiyix3qd 54 33 to to TO cord-027133-kiyix3qd 54 34 be be VB cord-027133-kiyix3qd 54 35 even even RB cord-027133-kiyix3qd 54 36 14,000× 14,000× CD cord-027133-kiyix3qd 54 37 faster fast RBR cord-027133-kiyix3qd 54 38 . . . cord-027133-kiyix3qd 55 1 The the DT cord-027133-kiyix3qd 55 2 author author NN cord-027133-kiyix3qd 55 3 also also RB cord-027133-kiyix3qd 55 4 mentions mention VBZ cord-027133-kiyix3qd 55 5 that that IN cord-027133-kiyix3qd 55 6 for for IN cord-027133-kiyix3qd 55 7 simple simple JJ cord-027133-kiyix3qd 55 8 queries query NNS cord-027133-kiyix3qd 55 9 , , , cord-027133-kiyix3qd 55 10 e.g. e.g. RB cord-027133-kiyix3qd 55 11 , , , cord-027133-kiyix3qd 55 12 indexed index VBN cord-027133-kiyix3qd 55 13 lookups lookup NNS cord-027133-kiyix3qd 55 14 , , , cord-027133-kiyix3qd 55 15 TimescaleDB TimescaleDB NNP cord-027133-kiyix3qd 55 16 will will MD cord-027133-kiyix3qd 55 17 be be VB cord-027133-kiyix3qd 55 18 slower slow JJR cord-027133-kiyix3qd 55 19 than than IN cord-027133-kiyix3qd 55 20 Post Post NNP cord-027133-kiyix3qd 55 21 - - NN cord-027133-kiyix3qd 55 22 greSQL greSQL NNP cord-027133-kiyix3qd 55 23 due due IN cord-027133-kiyix3qd 55 24 to to IN cord-027133-kiyix3qd 55 25 more more RBR cord-027133-kiyix3qd 55 26 considerable considerable JJ cord-027133-kiyix3qd 55 27 planning planning NN cord-027133-kiyix3qd 55 28 time time NN cord-027133-kiyix3qd 55 29 . . . cord-027133-kiyix3qd 56 1 Boule Boule NNP cord-027133-kiyix3qd 56 2 , , , cord-027133-kiyix3qd 56 3 in in IN cord-027133-kiyix3qd 56 4 his -PRON- PRP$ cord-027133-kiyix3qd 56 5 work work NN cord-027133-kiyix3qd 56 6 [ [ -LRB- cord-027133-kiyix3qd 56 7 19 19 CD cord-027133-kiyix3qd 56 8 ] ] -RRB- cord-027133-kiyix3qd 56 9 , , , cord-027133-kiyix3qd 56 10 described describe VBD cord-027133-kiyix3qd 56 11 a a DT cord-027133-kiyix3qd 56 12 performance performance NN cord-027133-kiyix3qd 56 13 comparison comparison NN cord-027133-kiyix3qd 56 14 for for IN cord-027133-kiyix3qd 56 15 insert insert NN cord-027133-kiyix3qd 56 16 and and CC cord-027133-kiyix3qd 56 17 read read VB cord-027133-kiyix3qd 56 18 operations operation NNS cord-027133-kiyix3qd 56 19 between between IN cord-027133-kiyix3qd 56 20 InfluxDB InfluxDB NNP cord-027133-kiyix3qd 56 21 and and CC cord-027133-kiyix3qd 56 22 TimescaleDB TimescaleDB NNP cord-027133-kiyix3qd 56 23 . . . cord-027133-kiyix3qd 57 1 It -PRON- PRP cord-027133-kiyix3qd 57 2 is be VBZ cord-027133-kiyix3qd 57 3 based base VBN cord-027133-kiyix3qd 57 4 on on IN cord-027133-kiyix3qd 57 5 a a DT cord-027133-kiyix3qd 57 6 simulated simulated JJ cord-027133-kiyix3qd 57 7 dataset dataset NN cord-027133-kiyix3qd 57 8 of of IN cord-027133-kiyix3qd 57 9 metrics metric NNS cord-027133-kiyix3qd 57 10 for for IN cord-027133-kiyix3qd 57 11 a a DT cord-027133-kiyix3qd 57 12 fleet fleet NN cord-027133-kiyix3qd 57 13 of of IN cord-027133-kiyix3qd 57 14 trucks truck NNS cord-027133-kiyix3qd 57 15 . . . cord-027133-kiyix3qd 58 1 According accord VBG cord-027133-kiyix3qd 58 2 to to IN cord-027133-kiyix3qd 58 3 results result NNS cord-027133-kiyix3qd 58 4 obtained obtain VBN cord-027133-kiyix3qd 58 5 during during IN cord-027133-kiyix3qd 58 6 the the DT cord-027133-kiyix3qd 58 7 experiments experiment NNS cord-027133-kiyix3qd 58 8 , , , cord-027133-kiyix3qd 58 9 TimescaleDB TimescaleDB NNP cord-027133-kiyix3qd 58 10 offers offer VBZ cord-027133-kiyix3qd 58 11 a a DT cord-027133-kiyix3qd 58 12 better well JJR cord-027133-kiyix3qd 58 13 read read NN cord-027133-kiyix3qd 58 14 performance performance NN cord-027133-kiyix3qd 58 15 than than IN cord-027133-kiyix3qd 58 16 InfluxDB InfluxDB NNP cord-027133-kiyix3qd 58 17 in in IN cord-027133-kiyix3qd 58 18 tested test VBN cord-027133-kiyix3qd 58 19 scenarios scenario NNS cord-027133-kiyix3qd 58 20 . . . cord-027133-kiyix3qd 59 1 Based base VBN cord-027133-kiyix3qd 59 2 on on IN cord-027133-kiyix3qd 59 3 the the DT cord-027133-kiyix3qd 59 4 above above JJ cord-027133-kiyix3qd 59 5 , , , cord-027133-kiyix3qd 59 6 it -PRON- PRP cord-027133-kiyix3qd 59 7 can can MD cord-027133-kiyix3qd 59 8 be be VB cord-027133-kiyix3qd 59 9 concluded conclude VBN cord-027133-kiyix3qd 59 10 that that IN cord-027133-kiyix3qd 59 11 most most JJS cord-027133-kiyix3qd 59 12 of of IN cord-027133-kiyix3qd 59 13 the the DT cord-027133-kiyix3qd 59 14 current current JJ cord-027133-kiyix3qd 59 15 research research NN cord-027133-kiyix3qd 59 16 focuses focus VBZ cord-027133-kiyix3qd 59 17 on on IN cord-027133-kiyix3qd 59 18 the the DT cord-027133-kiyix3qd 59 19 use use NN cord-027133-kiyix3qd 59 20 of of IN cord-027133-kiyix3qd 59 21 time time NN cord-027133-kiyix3qd 59 22 - - HYPH cord-027133-kiyix3qd 59 23 series series NN cord-027133-kiyix3qd 59 24 databases database NNS cord-027133-kiyix3qd 59 25 for for IN cord-027133-kiyix3qd 59 26 large large JJ cord-027133-kiyix3qd 59 27 - - HYPH cord-027133-kiyix3qd 59 28 scale scale NN cord-027133-kiyix3qd 59 29 systems system NNS cord-027133-kiyix3qd 59 30 , , , cord-027133-kiyix3qd 59 31 running run VBG cord-027133-kiyix3qd 59 32 in in IN cord-027133-kiyix3qd 59 33 cloud cloud NN cord-027133-kiyix3qd 59 34 environments environment NNS cord-027133-kiyix3qd 59 35 . . . cord-027133-kiyix3qd 60 1 One one CD cord-027133-kiyix3qd 60 2 exception exception NN cord-027133-kiyix3qd 60 3 to to IN cord-027133-kiyix3qd 60 4 that that DT cord-027133-kiyix3qd 60 5 is be VBZ cord-027133-kiyix3qd 60 6 the the DT cord-027133-kiyix3qd 60 7 research research NN cord-027133-kiyix3qd 60 8 [ [ -LRB- cord-027133-kiyix3qd 60 9 20 20 CD cord-027133-kiyix3qd 60 10 ] ] -RRB- cord-027133-kiyix3qd 60 11 , , , cord-027133-kiyix3qd 60 12 where where WRB cord-027133-kiyix3qd 60 13 authors author NNS cord-027133-kiyix3qd 60 14 evaluate evaluate VBP cord-027133-kiyix3qd 60 15 several several JJ cord-027133-kiyix3qd 60 16 databases database NNS cord-027133-kiyix3qd 60 17 in in IN cord-027133-kiyix3qd 60 18 the the DT cord-027133-kiyix3qd 60 19 context context NN cord-027133-kiyix3qd 60 20 of of IN cord-027133-kiyix3qd 60 21 a a DT cord-027133-kiyix3qd 60 22 low low JJ cord-027133-kiyix3qd 60 23 - - HYPH cord-027133-kiyix3qd 60 24 cost cost NN cord-027133-kiyix3qd 60 25 system system NN cord-027133-kiyix3qd 60 26 ; ; : cord-027133-kiyix3qd 60 27 however however RB cord-027133-kiyix3qd 60 28 , , , cord-027133-kiyix3qd 60 29 presenting present VBG cord-027133-kiyix3qd 60 30 performance performance NN cord-027133-kiyix3qd 60 31 tests test NNS cord-027133-kiyix3qd 60 32 only only RB cord-027133-kiyix3qd 60 33 for for IN cord-027133-kiyix3qd 60 34 one one CD cord-027133-kiyix3qd 60 35 of of IN cord-027133-kiyix3qd 60 36 them -PRON- PRP cord-027133-kiyix3qd 60 37 , , , cord-027133-kiyix3qd 60 38 InfluxDB InfluxDB NNP cord-027133-kiyix3qd 60 39 . . . cord-027133-kiyix3qd 61 1 In in IN cord-027133-kiyix3qd 61 2 contrast contrast NN cord-027133-kiyix3qd 61 3 to to IN cord-027133-kiyix3qd 61 4 the the DT cord-027133-kiyix3qd 61 5 mentioned mention VBN cord-027133-kiyix3qd 61 6 works work NNS cord-027133-kiyix3qd 61 7 , , , cord-027133-kiyix3qd 61 8 this this DT cord-027133-kiyix3qd 61 9 paper paper NN cord-027133-kiyix3qd 61 10 focuses focus VBZ cord-027133-kiyix3qd 61 11 on on IN cord-027133-kiyix3qd 61 12 the the DT cord-027133-kiyix3qd 61 13 comparison comparison NN cord-027133-kiyix3qd 61 14 of of IN cord-027133-kiyix3qd 61 15 the the DT cord-027133-kiyix3qd 61 16 performance performance NN cord-027133-kiyix3qd 61 17 of of IN cord-027133-kiyix3qd 61 18 several several JJ cord-027133-kiyix3qd 61 19 database database NN cord-027133-kiyix3qd 61 20 systems system NNS cord-027133-kiyix3qd 61 21 for for IN cord-027133-kiyix3qd 61 22 storing store VBG cord-027133-kiyix3qd 61 23 sensor sensor NN cord-027133-kiyix3qd 61 24 data datum NNS cord-027133-kiyix3qd 61 25 at at IN cord-027133-kiyix3qd 61 26 the the DT cord-027133-kiyix3qd 61 27 edge edge NN cord-027133-kiyix3qd 61 28 devices device NNS cord-027133-kiyix3qd 61 29 that that WDT cord-027133-kiyix3qd 61 30 have have VBP cord-027133-kiyix3qd 61 31 limited limit VBN cord-027133-kiyix3qd 61 32 storage storage NN cord-027133-kiyix3qd 61 33 and and CC cord-027133-kiyix3qd 61 34 compute compute VB cord-027133-kiyix3qd 61 35 capabilities capability NNS cord-027133-kiyix3qd 61 36 . . . cord-027133-kiyix3qd 62 1 Time Time NNP cord-027133-kiyix3qd 62 2 series series NN cord-027133-kiyix3qd 62 3 database database NN cord-027133-kiyix3qd 62 4 ( ( -LRB- cord-027133-kiyix3qd 62 5 TSDB TSDB NNP cord-027133-kiyix3qd 62 6 ) ) -RRB- cord-027133-kiyix3qd 62 7 is be VBZ cord-027133-kiyix3qd 62 8 a a DT cord-027133-kiyix3qd 62 9 database database NN cord-027133-kiyix3qd 62 10 type type NN cord-027133-kiyix3qd 62 11 designed design VBN cord-027133-kiyix3qd 62 12 and and CC cord-027133-kiyix3qd 62 13 optimized optimize VBN cord-027133-kiyix3qd 62 14 to to TO cord-027133-kiyix3qd 62 15 handle handle VB cord-027133-kiyix3qd 62 16 timestamped timestamped JJ cord-027133-kiyix3qd 62 17 or or CC cord-027133-kiyix3qd 62 18 time time NN cord-027133-kiyix3qd 62 19 - - HYPH cord-027133-kiyix3qd 62 20 series series NN cord-027133-kiyix3qd 62 21 data datum NNS cord-027133-kiyix3qd 62 22 , , , cord-027133-kiyix3qd 62 23 which which WDT cord-027133-kiyix3qd 62 24 is be VBZ cord-027133-kiyix3qd 62 25 characterized characterize VBN cord-027133-kiyix3qd 62 26 by by IN cord-027133-kiyix3qd 62 27 a a DT cord-027133-kiyix3qd 62 28 low low JJ cord-027133-kiyix3qd 62 29 number number NN cord-027133-kiyix3qd 62 30 of of IN cord-027133-kiyix3qd 62 31 relationships relationship NNS cord-027133-kiyix3qd 62 32 between between IN cord-027133-kiyix3qd 62 33 data datum NNS cord-027133-kiyix3qd 62 34 and and CC cord-027133-kiyix3qd 62 35 temporal temporal JJ cord-027133-kiyix3qd 62 36 ordering ordering NN cord-027133-kiyix3qd 62 37 of of IN cord-027133-kiyix3qd 62 38 records record NNS cord-027133-kiyix3qd 62 39 . . . cord-027133-kiyix3qd 63 1 Most Most JJS cord-027133-kiyix3qd 63 2 of of IN cord-027133-kiyix3qd 63 3 the the DT cord-027133-kiyix3qd 63 4 time time NN cord-027133-kiyix3qd 63 5 series series NNP cord-027133-kiyix3qd 63 6 workloads workload NNS cord-027133-kiyix3qd 63 7 consist consist VBP cord-027133-kiyix3qd 63 8 of of IN cord-027133-kiyix3qd 63 9 a a DT cord-027133-kiyix3qd 63 10 high high JJ cord-027133-kiyix3qd 63 11 number number NN cord-027133-kiyix3qd 63 12 of of IN cord-027133-kiyix3qd 63 13 insert insert JJ cord-027133-kiyix3qd 63 14 operations operation NNS cord-027133-kiyix3qd 63 15 , , , cord-027133-kiyix3qd 63 16 often often RB cord-027133-kiyix3qd 63 17 in in IN cord-027133-kiyix3qd 63 18 batches batch NNS cord-027133-kiyix3qd 63 19 . . . cord-027133-kiyix3qd 64 1 Query query NN cord-027133-kiyix3qd 64 2 patterns pattern NNS cord-027133-kiyix3qd 64 3 include include VBP cord-027133-kiyix3qd 64 4 some some DT cord-027133-kiyix3qd 64 5 forms form NNS cord-027133-kiyix3qd 64 6 of of IN cord-027133-kiyix3qd 64 7 aggregation aggregation NN cord-027133-kiyix3qd 64 8 over over IN cord-027133-kiyix3qd 64 9 time time NN cord-027133-kiyix3qd 64 10 . . . cord-027133-kiyix3qd 65 1 It -PRON- PRP cord-027133-kiyix3qd 65 2 is be VBZ cord-027133-kiyix3qd 65 3 also also RB cord-027133-kiyix3qd 65 4 important important JJ cord-027133-kiyix3qd 65 5 to to TO cord-027133-kiyix3qd 65 6 note note VB cord-027133-kiyix3qd 65 7 that that IN cord-027133-kiyix3qd 65 8 in in IN cord-027133-kiyix3qd 65 9 such such JJ cord-027133-kiyix3qd 65 10 workloads workload NNS cord-027133-kiyix3qd 65 11 , , , cord-027133-kiyix3qd 65 12 data datum NNS cord-027133-kiyix3qd 65 13 usually usually RB cord-027133-kiyix3qd 65 14 does do VBZ cord-027133-kiyix3qd 65 15 not not RB cord-027133-kiyix3qd 65 16 require require VB cord-027133-kiyix3qd 65 17 updating update VBG cord-027133-kiyix3qd 65 18 after after IN cord-027133-kiyix3qd 65 19 being be VBG cord-027133-kiyix3qd 65 20 inserted insert VBN cord-027133-kiyix3qd 65 21 . . . cord-027133-kiyix3qd 66 1 To to TO cord-027133-kiyix3qd 66 2 accommodate accommodate VB cord-027133-kiyix3qd 66 3 these these DT cord-027133-kiyix3qd 66 4 requirements requirement NNS cord-027133-kiyix3qd 66 5 , , , cord-027133-kiyix3qd 66 6 time time NN cord-027133-kiyix3qd 66 7 - - HYPH cord-027133-kiyix3qd 66 8 series series NN cord-027133-kiyix3qd 66 9 databases database NNS cord-027133-kiyix3qd 66 10 store store NN cord-027133-kiyix3qd 66 11 data datum NNS cord-027133-kiyix3qd 66 12 in in IN cord-027133-kiyix3qd 66 13 the the DT cord-027133-kiyix3qd 66 14 form form NN cord-027133-kiyix3qd 66 15 of of IN cord-027133-kiyix3qd 66 16 events event NNS cord-027133-kiyix3qd 66 17 , , , cord-027133-kiyix3qd 66 18 metrics metric NNS cord-027133-kiyix3qd 66 19 , , , cord-027133-kiyix3qd 66 20 or or CC cord-027133-kiyix3qd 66 21 measurements measurement NNS cord-027133-kiyix3qd 66 22 , , , cord-027133-kiyix3qd 66 23 typically typically RB cord-027133-kiyix3qd 66 24 numerical numerical JJ cord-027133-kiyix3qd 66 25 , , , cord-027133-kiyix3qd 66 26 together together RB cord-027133-kiyix3qd 66 27 with with IN cord-027133-kiyix3qd 66 28 their -PRON- PRP$ cord-027133-kiyix3qd 66 29 corresponding correspond VBG cord-027133-kiyix3qd 66 30 timestamps timestamp NNS cord-027133-kiyix3qd 66 31 and and CC cord-027133-kiyix3qd 66 32 additional additional JJ cord-027133-kiyix3qd 66 33 labels label NNS cord-027133-kiyix3qd 66 34 or or CC cord-027133-kiyix3qd 66 35 tags tag NNS cord-027133-kiyix3qd 66 36 . . . cord-027133-kiyix3qd 67 1 Data data NN cord-027133-kiyix3qd 67 2 is be VBZ cord-027133-kiyix3qd 67 3 very very RB cord-027133-kiyix3qd 67 4 often often RB cord-027133-kiyix3qd 67 5 chunked chunk VBN cord-027133-kiyix3qd 67 6 , , , cord-027133-kiyix3qd 67 7 based base VBN cord-027133-kiyix3qd 67 8 on on IN cord-027133-kiyix3qd 67 9 timestamp timestamp NN cord-027133-kiyix3qd 67 10 , , , cord-027133-kiyix3qd 67 11 which which WDT cord-027133-kiyix3qd 67 12 in in IN cord-027133-kiyix3qd 67 13 turn turn NN cord-027133-kiyix3qd 67 14 allows allow VBZ cord-027133-kiyix3qd 67 15 for for IN cord-027133-kiyix3qd 67 16 fast fast JJ cord-027133-kiyix3qd 67 17 and and CC cord-027133-kiyix3qd 67 18 efficient efficient JJ cord-027133-kiyix3qd 67 19 time time NN cord-027133-kiyix3qd 67 20 - - HYPH cord-027133-kiyix3qd 67 21 based base VBN cord-027133-kiyix3qd 67 22 queries query NNS cord-027133-kiyix3qd 67 23 and and CC cord-027133-kiyix3qd 67 24 aggregations aggregation NNS cord-027133-kiyix3qd 67 25 . . . cord-027133-kiyix3qd 68 1 Most Most JJS cord-027133-kiyix3qd 68 2 TSDBs tsdb NNS cord-027133-kiyix3qd 68 3 offer offer VBP cord-027133-kiyix3qd 68 4 advanced advanced JJ cord-027133-kiyix3qd 68 5 data datum NNS cord-027133-kiyix3qd 68 6 processing processing NN cord-027133-kiyix3qd 68 7 capabilities capability NNS cord-027133-kiyix3qd 68 8 such such JJ cord-027133-kiyix3qd 68 9 as as IN cord-027133-kiyix3qd 68 10 window window NN cord-027133-kiyix3qd 68 11 functions function NNS cord-027133-kiyix3qd 68 12 , , , cord-027133-kiyix3qd 68 13 automatic automatic JJ cord-027133-kiyix3qd 68 14 aggregation aggregation NN cord-027133-kiyix3qd 68 15 functions function NNS cord-027133-kiyix3qd 68 16 , , , cord-027133-kiyix3qd 68 17 time time NN cord-027133-kiyix3qd 68 18 bucketing bucket VBG cord-027133-kiyix3qd 68 19 , , , cord-027133-kiyix3qd 68 20 and and CC cord-027133-kiyix3qd 68 21 advanced advanced JJ cord-027133-kiyix3qd 68 22 data data NN cord-027133-kiyix3qd 68 23 retention retention NN cord-027133-kiyix3qd 68 24 policies policy NNS cord-027133-kiyix3qd 68 25 . . . cord-027133-kiyix3qd 69 1 There there EX cord-027133-kiyix3qd 69 2 are be VBP cord-027133-kiyix3qd 69 3 currently currently RB cord-027133-kiyix3qd 69 4 a a DT cord-027133-kiyix3qd 69 5 few few JJ cord-027133-kiyix3qd 69 6 approaches approach NNS cord-027133-kiyix3qd 69 7 to to IN cord-027133-kiyix3qd 69 8 building build VBG cord-027133-kiyix3qd 69 9 a a DT cord-027133-kiyix3qd 69 10 time time NN cord-027133-kiyix3qd 69 11 - - HYPH cord-027133-kiyix3qd 69 12 series series NN cord-027133-kiyix3qd 69 13 database database NN cord-027133-kiyix3qd 69 14 . . . cord-027133-kiyix3qd 70 1 Some some DT cord-027133-kiyix3qd 70 2 of of IN cord-027133-kiyix3qd 70 3 them -PRON- PRP cord-027133-kiyix3qd 70 4 , , , cord-027133-kiyix3qd 70 5 like like IN cord-027133-kiyix3qd 70 6 OpenTSDB OpenTSDB NNP cord-027133-kiyix3qd 70 7 or or CC cord-027133-kiyix3qd 70 8 TimescaleDB TimescaleDB NNP cord-027133-kiyix3qd 70 9 , , , cord-027133-kiyix3qd 70 10 depend depend VB cord-027133-kiyix3qd 70 11 on on IN cord-027133-kiyix3qd 70 12 already already RB cord-027133-kiyix3qd 70 13 existing exist VBG cord-027133-kiyix3qd 70 14 databases database NNS cord-027133-kiyix3qd 70 15 , , , cord-027133-kiyix3qd 70 16 such such JJ cord-027133-kiyix3qd 70 17 as as IN cord-027133-kiyix3qd 70 18 HBase HBase NNP cord-027133-kiyix3qd 70 19 or or CC cord-027133-kiyix3qd 70 20 Post Post NNP cord-027133-kiyix3qd 70 21 - - NN cord-027133-kiyix3qd 70 22 greSQL greSQL NNP cord-027133-kiyix3qd 70 23 , , , cord-027133-kiyix3qd 70 24 respectively respectively RB cord-027133-kiyix3qd 70 25 , , , cord-027133-kiyix3qd 70 26 while while IN cord-027133-kiyix3qd 70 27 others other NNS cord-027133-kiyix3qd 70 28 are be VBP cord-027133-kiyix3qd 70 29 standalone standalone JJ cord-027133-kiyix3qd 70 30 , , , cord-027133-kiyix3qd 70 31 independent independent JJ cord-027133-kiyix3qd 70 32 systems system NNS cord-027133-kiyix3qd 70 33 such such JJ cord-027133-kiyix3qd 70 34 as as IN cord-027133-kiyix3qd 70 35 InfluxDB InfluxDB NNP cord-027133-kiyix3qd 70 36 . . . cord-027133-kiyix3qd 71 1 In in IN cord-027133-kiyix3qd 71 2 recent recent JJ cord-027133-kiyix3qd 71 3 years year NNS cord-027133-kiyix3qd 71 4 , , , cord-027133-kiyix3qd 71 5 according accord VBG cord-027133-kiyix3qd 71 6 to to IN cord-027133-kiyix3qd 71 7 DB DB NNP cord-027133-kiyix3qd 71 8 Engine Engine NNP cord-027133-kiyix3qd 71 9 ranking ranking NN cord-027133-kiyix3qd 71 10 , , , cord-027133-kiyix3qd 71 11 as as IN cord-027133-kiyix3qd 71 12 seen see VBN cord-027133-kiyix3qd 71 13 in in IN cord-027133-kiyix3qd 71 14 Fig Fig NNP cord-027133-kiyix3qd 71 15 . . . cord-027133-kiyix3qd 72 1 1 1 LS cord-027133-kiyix3qd 72 2 , , , cord-027133-kiyix3qd 72 3 the the DT cord-027133-kiyix3qd 72 4 growth growth NN cord-027133-kiyix3qd 72 5 rate rate NN cord-027133-kiyix3qd 72 6 of of IN cord-027133-kiyix3qd 72 7 the the DT cord-027133-kiyix3qd 72 8 popularity popularity NN cord-027133-kiyix3qd 72 9 of of IN cord-027133-kiyix3qd 72 10 time time NN cord-027133-kiyix3qd 72 11 series series NN cord-027133-kiyix3qd 72 12 databases database NNS cord-027133-kiyix3qd 72 13 is be VBZ cord-027133-kiyix3qd 72 14 the the DT cord-027133-kiyix3qd 72 15 highest high JJS cord-027133-kiyix3qd 72 16 out out IN cord-027133-kiyix3qd 72 17 of of IN cord-027133-kiyix3qd 72 18 all all DT cord-027133-kiyix3qd 72 19 classified classify VBN cord-027133-kiyix3qd 72 20 database database NN cord-027133-kiyix3qd 72 21 types type NNS cord-027133-kiyix3qd 72 22 . . . cord-027133-kiyix3qd 73 1 For for IN cord-027133-kiyix3qd 73 2 the the DT cord-027133-kiyix3qd 73 3 experiments experiment NNS cord-027133-kiyix3qd 73 4 , , , cord-027133-kiyix3qd 73 5 databases database NNS cord-027133-kiyix3qd 73 6 were be VBD cord-027133-kiyix3qd 73 7 selected select VBN cord-027133-kiyix3qd 73 8 based base VBN cord-027133-kiyix3qd 73 9 on on IN cord-027133-kiyix3qd 73 10 their -PRON- PRP$ cord-027133-kiyix3qd 73 11 popularity popularity NN cord-027133-kiyix3qd 73 12 , , , cord-027133-kiyix3qd 73 13 offered offer VBD cord-027133-kiyix3qd 73 14 aggregation aggregation NN cord-027133-kiyix3qd 73 15 functionalities functionality NNS cord-027133-kiyix3qd 73 16 , , , cord-027133-kiyix3qd 73 17 support support NN cord-027133-kiyix3qd 73 18 for for IN cord-027133-kiyix3qd 73 19 ARM arm NN cord-027133-kiyix3qd 73 20 architecture architecture NN cord-027133-kiyix3qd 73 21 , , , cord-027133-kiyix3qd 73 22 SQL SQL NNP cord-027133-kiyix3qd 73 23 or or CC cord-027133-kiyix3qd 73 24 SQL SQL NNP cord-027133-kiyix3qd 73 25 - - HYPH cord-027133-kiyix3qd 73 26 like like JJ cord-027133-kiyix3qd 73 27 query query NN cord-027133-kiyix3qd 73 28 language language NN cord-027133-kiyix3qd 73 29 support support NN cord-027133-kiyix3qd 73 30 as as RB cord-027133-kiyix3qd 73 31 well well RB cord-027133-kiyix3qd 73 32 as as IN cord-027133-kiyix3qd 73 33 on on IN cord-027133-kiyix3qd 73 34 their -PRON- PRP$ cord-027133-kiyix3qd 73 35 availability availability NN cord-027133-kiyix3qd 73 36 without without IN cord-027133-kiyix3qd 73 37 commercial commercial JJ cord-027133-kiyix3qd 73 38 license license NN cord-027133-kiyix3qd 73 39 . . . cord-027133-kiyix3qd 73 40 _SP cord-027133-kiyix3qd 74 1 TimescaleDB TimescaleDB NNP cord-027133-kiyix3qd 74 2 is be VBZ cord-027133-kiyix3qd 74 3 an an DT cord-027133-kiyix3qd 74 4 open open JJ cord-027133-kiyix3qd 74 5 - - HYPH cord-027133-kiyix3qd 74 6 source source NN cord-027133-kiyix3qd 74 7 , , , cord-027133-kiyix3qd 74 8 time time NN cord-027133-kiyix3qd 74 9 - - HYPH cord-027133-kiyix3qd 74 10 series series NN cord-027133-kiyix3qd 74 11 database database NN cord-027133-kiyix3qd 74 12 , , , cord-027133-kiyix3qd 74 13 written write VBN cord-027133-kiyix3qd 74 14 in in IN cord-027133-kiyix3qd 74 15 C C NNP cord-027133-kiyix3qd 74 16 programming programming NN cord-027133-kiyix3qd 74 17 language language NN cord-027133-kiyix3qd 74 18 and and CC cord-027133-kiyix3qd 74 19 is be VBZ cord-027133-kiyix3qd 74 20 distributed distribute VBN cord-027133-kiyix3qd 74 21 as as IN cord-027133-kiyix3qd 74 22 an an DT cord-027133-kiyix3qd 74 23 extension extension NN cord-027133-kiyix3qd 74 24 of of IN cord-027133-kiyix3qd 74 25 the the DT cord-027133-kiyix3qd 74 26 relational relational JJ cord-027133-kiyix3qd 74 27 database database NN cord-027133-kiyix3qd 74 28 , , , cord-027133-kiyix3qd 74 29 PostgreSQL PostgreSQL NNP cord-027133-kiyix3qd 74 30 . . . cord-027133-kiyix3qd 75 1 It -PRON- PRP cord-027133-kiyix3qd 75 2 is be VBZ cord-027133-kiyix3qd 75 3 developed develop VBN cord-027133-kiyix3qd 75 4 by by IN cord-027133-kiyix3qd 75 5 Timescale Timescale NNP cord-027133-kiyix3qd 75 6 Inc. Inc. NNP cord-027133-kiyix3qd 75 7 , , , cord-027133-kiyix3qd 75 8 which which WDT cord-027133-kiyix3qd 75 9 also also RB cord-027133-kiyix3qd 75 10 offers offer VBZ cord-027133-kiyix3qd 75 11 enterprise enterprise NN cord-027133-kiyix3qd 75 12 support support NN cord-027133-kiyix3qd 75 13 and and CC cord-027133-kiyix3qd 75 14 cloud cloud NN cord-027133-kiyix3qd 75 15 hosting hosting NN cord-027133-kiyix3qd 75 16 in in IN cord-027133-kiyix3qd 75 17 the the DT cord-027133-kiyix3qd 75 18 form form NN cord-027133-kiyix3qd 75 19 of of IN cord-027133-kiyix3qd 75 20 Timescale Timescale NNP cord-027133-kiyix3qd 75 21 Cloud Cloud NNP cord-027133-kiyix3qd 75 22 offering offering NN cord-027133-kiyix3qd 75 23 . . . cord-027133-kiyix3qd 76 1 TimescaleDB TimescaleDB NNP cord-027133-kiyix3qd 76 2 is be VBZ cord-027133-kiyix3qd 76 3 optimized optimize VBN cord-027133-kiyix3qd 76 4 for for IN cord-027133-kiyix3qd 76 5 fast fast JJ cord-027133-kiyix3qd 76 6 ingest ingest NN cord-027133-kiyix3qd 76 7 and and CC cord-027133-kiyix3qd 76 8 complex complex JJ cord-027133-kiyix3qd 76 9 queries query NNS cord-027133-kiyix3qd 76 10 [ [ -LRB- cord-027133-kiyix3qd 76 11 14 14 CD cord-027133-kiyix3qd 76 12 ] ] -RRB- cord-027133-kiyix3qd 76 13 . . . cord-027133-kiyix3qd 77 1 Thanks thank NNS cord-027133-kiyix3qd 77 2 to to IN cord-027133-kiyix3qd 77 3 the the DT cord-027133-kiyix3qd 77 4 support support NN cord-027133-kiyix3qd 77 5 for for IN cord-027133-kiyix3qd 77 6 all all DT cord-027133-kiyix3qd 77 7 SQL SQL NNP cord-027133-kiyix3qd 77 8 operations operation NNS cord-027133-kiyix3qd 77 9 available available JJ cord-027133-kiyix3qd 77 10 in in IN cord-027133-kiyix3qd 77 11 PostgreSQL PostgreSQL NNP cord-027133-kiyix3qd 77 12 , , , cord-027133-kiyix3qd 77 13 it -PRON- PRP cord-027133-kiyix3qd 77 14 can can MD cord-027133-kiyix3qd 77 15 be be VB cord-027133-kiyix3qd 77 16 used use VBN cord-027133-kiyix3qd 77 17 as as IN cord-027133-kiyix3qd 77 18 a a DT cord-027133-kiyix3qd 77 19 drop drop NN cord-027133-kiyix3qd 77 20 - - HYPH cord-027133-kiyix3qd 77 21 in in RP cord-027133-kiyix3qd 77 22 replacement replacement NN cord-027133-kiyix3qd 77 23 of of IN cord-027133-kiyix3qd 77 24 a a DT cord-027133-kiyix3qd 77 25 traditional traditional JJ cord-027133-kiyix3qd 77 26 relational relational JJ cord-027133-kiyix3qd 77 27 database database NN cord-027133-kiyix3qd 77 28 , , , cord-027133-kiyix3qd 77 29 while while IN cord-027133-kiyix3qd 77 30 also also RB cord-027133-kiyix3qd 77 31 offering offer VBG cord-027133-kiyix3qd 77 32 significant significant JJ cord-027133-kiyix3qd 77 33 performance performance NN cord-027133-kiyix3qd 77 34 improvements improvement NNS cord-027133-kiyix3qd 77 35 for for IN cord-027133-kiyix3qd 77 36 storing store VBG cord-027133-kiyix3qd 77 37 and and CC cord-027133-kiyix3qd 77 38 processing process VBG cord-027133-kiyix3qd 77 39 time time NN cord-027133-kiyix3qd 77 40 - - HYPH cord-027133-kiyix3qd 77 41 series series NN cord-027133-kiyix3qd 77 42 data datum NNS cord-027133-kiyix3qd 77 43 . . . cord-027133-kiyix3qd 78 1 By by IN cord-027133-kiyix3qd 78 2 taking take VBG cord-027133-kiyix3qd 78 3 advantage advantage NN cord-027133-kiyix3qd 78 4 of of IN cord-027133-kiyix3qd 78 5 automatic automatic JJ cord-027133-kiyix3qd 78 6 space space NN cord-027133-kiyix3qd 78 7 - - HYPH cord-027133-kiyix3qd 78 8 time time NN cord-027133-kiyix3qd 78 9 partitioning partitioning NN cord-027133-kiyix3qd 78 10 , , , cord-027133-kiyix3qd 78 11 it -PRON- PRP cord-027133-kiyix3qd 78 12 enables enable VBZ cord-027133-kiyix3qd 78 13 horizontal horizontal JJ cord-027133-kiyix3qd 78 14 scaling scaling NN cord-027133-kiyix3qd 78 15 , , , cord-027133-kiyix3qd 78 16 which which WDT cord-027133-kiyix3qd 78 17 in in IN cord-027133-kiyix3qd 78 18 turn turn NN cord-027133-kiyix3qd 78 19 can can MD cord-027133-kiyix3qd 78 20 further further RB cord-027133-kiyix3qd 78 21 improve improve VB cord-027133-kiyix3qd 78 22 the the DT cord-027133-kiyix3qd 78 23 ingestion ingestion NN cord-027133-kiyix3qd 78 24 capabilities capability NNS cord-027133-kiyix3qd 78 25 of of IN cord-027133-kiyix3qd 78 26 the the DT cord-027133-kiyix3qd 78 27 system system NN cord-027133-kiyix3qd 78 28 . . . cord-027133-kiyix3qd 79 1 It -PRON- PRP cord-027133-kiyix3qd 79 2 stores store VBZ cord-027133-kiyix3qd 79 3 data datum NNS cord-027133-kiyix3qd 79 4 in in IN cord-027133-kiyix3qd 79 5 structures structure NNS cord-027133-kiyix3qd 79 6 called call VBN cord-027133-kiyix3qd 79 7 hypertables hypertables NNP cord-027133-kiyix3qd 79 8 , , , cord-027133-kiyix3qd 79 9 which which WDT cord-027133-kiyix3qd 79 10 serve serve VBP cord-027133-kiyix3qd 79 11 as as IN cord-027133-kiyix3qd 79 12 an an DT cord-027133-kiyix3qd 79 13 abstraction abstraction NN cord-027133-kiyix3qd 79 14 for for IN cord-027133-kiyix3qd 79 15 a a DT cord-027133-kiyix3qd 79 16 single single JJ cord-027133-kiyix3qd 79 17 , , , cord-027133-kiyix3qd 79 18 continuous continuous JJ cord-027133-kiyix3qd 79 19 table table NN cord-027133-kiyix3qd 79 20 . . . cord-027133-kiyix3qd 80 1 Internally internally RB cord-027133-kiyix3qd 80 2 , , , cord-027133-kiyix3qd 80 3 TimescaleDB timescaledb NN cord-027133-kiyix3qd 80 4 splits split VBZ cord-027133-kiyix3qd 80 5 hypertables hypertable NNS cord-027133-kiyix3qd 80 6 into into IN cord-027133-kiyix3qd 80 7 chunks chunk NNS cord-027133-kiyix3qd 80 8 that that WDT cord-027133-kiyix3qd 80 9 correspond correspond VBP cord-027133-kiyix3qd 80 10 to to IN cord-027133-kiyix3qd 80 11 a a DT cord-027133-kiyix3qd 80 12 specific specific JJ cord-027133-kiyix3qd 80 13 time time NN cord-027133-kiyix3qd 80 14 interval interval NN cord-027133-kiyix3qd 80 15 and and CC cord-027133-kiyix3qd 80 16 partition partition NN cord-027133-kiyix3qd 80 17 keys key NNS cord-027133-kiyix3qd 80 18 . . . cord-027133-kiyix3qd 81 1 Chunks chunk NNS cord-027133-kiyix3qd 81 2 are be VBP cord-027133-kiyix3qd 81 3 implemented implement VBN cord-027133-kiyix3qd 81 4 by by IN cord-027133-kiyix3qd 81 5 using use VBG cord-027133-kiyix3qd 81 6 regular regular JJ cord-027133-kiyix3qd 81 7 PostgreSQL PostgreSQL NNP cord-027133-kiyix3qd 81 8 tables table NNS cord-027133-kiyix3qd 81 9 [ [ -LRB- cord-027133-kiyix3qd 81 10 16 16 CD cord-027133-kiyix3qd 81 11 ] ] -RRB- cord-027133-kiyix3qd 81 12 . . . cord-027133-kiyix3qd 82 1 Thanks thank NNS cord-027133-kiyix3qd 82 2 to to IN cord-027133-kiyix3qd 82 3 being be VBG cord-027133-kiyix3qd 82 4 an an DT cord-027133-kiyix3qd 82 5 extension extension NN cord-027133-kiyix3qd 82 6 of of IN cord-027133-kiyix3qd 82 7 PostgreSQL PostgreSQL NNP cord-027133-kiyix3qd 82 8 DBMS DBMS NNP cord-027133-kiyix3qd 82 9 , , , cord-027133-kiyix3qd 82 10 it -PRON- PRP cord-027133-kiyix3qd 82 11 supports support VBZ cord-027133-kiyix3qd 82 12 the the DT cord-027133-kiyix3qd 82 13 same same JJ cord-027133-kiyix3qd 82 14 client client NN cord-027133-kiyix3qd 82 15 libraries library NNS cord-027133-kiyix3qd 82 16 that that WDT cord-027133-kiyix3qd 82 17 support support VBP cord-027133-kiyix3qd 82 18 Post Post NNP cord-027133-kiyix3qd 82 19 - - NN cord-027133-kiyix3qd 82 20 greSQL greSQL NNP cord-027133-kiyix3qd 82 21 . . . cord-027133-kiyix3qd 83 1 According accord VBG cord-027133-kiyix3qd 83 2 to to IN cord-027133-kiyix3qd 83 3 the the DT cord-027133-kiyix3qd 83 4 DB DB NNP cord-027133-kiyix3qd 83 5 Engines engine NNS cord-027133-kiyix3qd 83 6 ranking rank VBG cord-027133-kiyix3qd 83 7 [ [ -LRB- cord-027133-kiyix3qd 83 8 15 15 CD cord-027133-kiyix3qd 83 9 ] ] -RRB- cord-027133-kiyix3qd 83 10 , , , cord-027133-kiyix3qd 83 11 it -PRON- PRP cord-027133-kiyix3qd 83 12 is be VBZ cord-027133-kiyix3qd 83 13 the the DT cord-027133-kiyix3qd 83 14 8th 8th JJ cord-027133-kiyix3qd 83 15 most most RBS cord-027133-kiyix3qd 83 16 popular popular JJ cord-027133-kiyix3qd 83 17 time time NN cord-027133-kiyix3qd 83 18 - - HYPH cord-027133-kiyix3qd 83 19 series series NN cord-027133-kiyix3qd 83 20 database database NN cord-027133-kiyix3qd 83 21 . . . cord-027133-kiyix3qd 84 1 InfluxDB InfluxDB NNP cord-027133-kiyix3qd 84 2 is be VBZ cord-027133-kiyix3qd 84 3 an an DT cord-027133-kiyix3qd 84 4 open open JJ cord-027133-kiyix3qd 84 5 - - HYPH cord-027133-kiyix3qd 84 6 source source NN cord-027133-kiyix3qd 84 7 , , , cord-027133-kiyix3qd 84 8 time time NN cord-027133-kiyix3qd 84 9 - - HYPH cord-027133-kiyix3qd 84 10 series series NN cord-027133-kiyix3qd 84 11 database database NN cord-027133-kiyix3qd 84 12 , , , cord-027133-kiyix3qd 84 13 written write VBN cord-027133-kiyix3qd 84 14 in in IN cord-027133-kiyix3qd 84 15 Go Go NNP cord-027133-kiyix3qd 84 16 programming programming NN cord-027133-kiyix3qd 84 17 language language NN cord-027133-kiyix3qd 84 18 , , , cord-027133-kiyix3qd 84 19 developed develop VBN cord-027133-kiyix3qd 84 20 and and CC cord-027133-kiyix3qd 84 21 maintained maintain VBN cord-027133-kiyix3qd 84 22 by by IN cord-027133-kiyix3qd 84 23 InfluxDB InfluxDB NNP cord-027133-kiyix3qd 84 24 Inc. Inc. NNP cord-027133-kiyix3qd 84 25 , , , cord-027133-kiyix3qd 84 26 which which WDT cord-027133-kiyix3qd 84 27 also also RB cord-027133-kiyix3qd 84 28 offers offer VBZ cord-027133-kiyix3qd 84 29 enterprise enterprise NN cord-027133-kiyix3qd 84 30 support support NN cord-027133-kiyix3qd 84 31 and and CC cord-027133-kiyix3qd 84 32 a a DT cord-027133-kiyix3qd 84 33 cloud cloud NN cord-027133-kiyix3qd 84 34 - - HYPH cord-027133-kiyix3qd 84 35 hosted host VBN cord-027133-kiyix3qd 84 36 version version NN cord-027133-kiyix3qd 84 37 of of IN cord-027133-kiyix3qd 84 38 the the DT cord-027133-kiyix3qd 84 39 database database NN cord-027133-kiyix3qd 84 40 . . . cord-027133-kiyix3qd 85 1 Internally internally RB cord-027133-kiyix3qd 85 2 , , , cord-027133-kiyix3qd 85 3 it -PRON- PRP cord-027133-kiyix3qd 85 4 uses use VBZ cord-027133-kiyix3qd 85 5 a a DT cord-027133-kiyix3qd 85 6 custom custom NN cord-027133-kiyix3qd 85 7 - - HYPH cord-027133-kiyix3qd 85 8 build build NN cord-027133-kiyix3qd 85 9 storage storage NN cord-027133-kiyix3qd 85 10 engine engine NN cord-027133-kiyix3qd 85 11 called call VBN cord-027133-kiyix3qd 85 12 Time Time NNP cord-027133-kiyix3qd 85 13 - - HYPH cord-027133-kiyix3qd 85 14 Structured Structured NNP cord-027133-kiyix3qd 85 15 Merge merge VB cord-027133-kiyix3qd 85 16 ( ( -LRB- cord-027133-kiyix3qd 85 17 TSM TSM NNP cord-027133-kiyix3qd 85 18 ) ) -RRB- cord-027133-kiyix3qd 85 19 Tree Tree NNP cord-027133-kiyix3qd 85 20 , , , cord-027133-kiyix3qd 85 21 which which WDT cord-027133-kiyix3qd 85 22 is be VBZ cord-027133-kiyix3qd 85 23 optimized optimize VBN cord-027133-kiyix3qd 85 24 for for IN cord-027133-kiyix3qd 85 25 time time NNP cord-027133-kiyix3qd 85 26 series series NNP cord-027133-kiyix3qd 85 27 data datum NNS cord-027133-kiyix3qd 85 28 . . . cord-027133-kiyix3qd 86 1 It -PRON- PRP cord-027133-kiyix3qd 86 2 has have VBZ cord-027133-kiyix3qd 86 3 no no DT cord-027133-kiyix3qd 86 4 external external JJ cord-027133-kiyix3qd 86 5 dependencies dependency NNS cord-027133-kiyix3qd 86 6 , , , cord-027133-kiyix3qd 86 7 is be VBZ cord-027133-kiyix3qd 86 8 distributed distribute VBN cord-027133-kiyix3qd 86 9 as as IN cord-027133-kiyix3qd 86 10 a a DT cord-027133-kiyix3qd 86 11 single single JJ cord-027133-kiyix3qd 86 12 binary binary NN cord-027133-kiyix3qd 86 13 , , , cord-027133-kiyix3qd 86 14 which which WDT cord-027133-kiyix3qd 86 15 in in IN cord-027133-kiyix3qd 86 16 turn turn NN cord-027133-kiyix3qd 86 17 allows allow VBZ cord-027133-kiyix3qd 86 18 for for IN cord-027133-kiyix3qd 86 19 easy easy JJ cord-027133-kiyix3qd 86 20 deployment deployment NN cord-027133-kiyix3qd 86 21 process process NN cord-027133-kiyix3qd 86 22 on on IN cord-027133-kiyix3qd 86 23 all all DT cord-027133-kiyix3qd 86 24 major major JJ cord-027133-kiyix3qd 86 25 operating operating NN cord-027133-kiyix3qd 86 26 systems system NNS cord-027133-kiyix3qd 86 27 and and CC cord-027133-kiyix3qd 86 28 platforms platform NNS cord-027133-kiyix3qd 86 29 . . . cord-027133-kiyix3qd 87 1 InfluxDB InfluxDB NNP cord-027133-kiyix3qd 87 2 supports support VBZ cord-027133-kiyix3qd 87 3 InfluxQL influxql VBP cord-027133-kiyix3qd 87 4 , , , cord-027133-kiyix3qd 87 5 which which WDT cord-027133-kiyix3qd 87 6 is be VBZ cord-027133-kiyix3qd 87 7 a a DT cord-027133-kiyix3qd 87 8 custom custom NN cord-027133-kiyix3qd 87 9 , , , cord-027133-kiyix3qd 87 10 SQL SQL NNP cord-027133-kiyix3qd 87 11 - - HYPH cord-027133-kiyix3qd 87 12 like like JJ cord-027133-kiyix3qd 87 13 query query NN cord-027133-kiyix3qd 87 14 language language NN cord-027133-kiyix3qd 87 15 with with IN cord-027133-kiyix3qd 87 16 support support NN cord-027133-kiyix3qd 87 17 for for IN cord-027133-kiyix3qd 87 18 aggregation aggregation NN cord-027133-kiyix3qd 87 19 functions function NNS cord-027133-kiyix3qd 87 20 over over IN cord-027133-kiyix3qd 87 21 time time NNP cord-027133-kiyix3qd 87 22 series series NNP cord-027133-kiyix3qd 87 23 data datum NNS cord-027133-kiyix3qd 87 24 . . . cord-027133-kiyix3qd 88 1 It -PRON- PRP cord-027133-kiyix3qd 88 2 supports support VBZ cord-027133-kiyix3qd 88 3 advanced advanced JJ cord-027133-kiyix3qd 88 4 data data NN cord-027133-kiyix3qd 88 5 retention retention NN cord-027133-kiyix3qd 88 6 policies policy NNS cord-027133-kiyix3qd 88 7 as as RB cord-027133-kiyix3qd 88 8 well well RB cord-027133-kiyix3qd 88 9 as as IN cord-027133-kiyix3qd 88 10 continuous continuous JJ cord-027133-kiyix3qd 88 11 queries query NNS cord-027133-kiyix3qd 88 12 , , , cord-027133-kiyix3qd 88 13 which which WDT cord-027133-kiyix3qd 88 14 allow allow VBP cord-027133-kiyix3qd 88 15 for for IN cord-027133-kiyix3qd 88 16 automatic automatic JJ cord-027133-kiyix3qd 88 17 computations computation NNS cord-027133-kiyix3qd 88 18 of of IN cord-027133-kiyix3qd 88 19 aggregate aggregate JJ cord-027133-kiyix3qd 88 20 data datum NNS cord-027133-kiyix3qd 88 21 to to TO cord-027133-kiyix3qd 88 22 speed speed VB cord-027133-kiyix3qd 88 23 up up RP cord-027133-kiyix3qd 88 24 frequently frequently RB cord-027133-kiyix3qd 88 25 used use VBN cord-027133-kiyix3qd 88 26 queries query NNS cord-027133-kiyix3qd 88 27 [ [ -LRB- cord-027133-kiyix3qd 88 28 5 5 CD cord-027133-kiyix3qd 88 29 ] ] -RRB- cord-027133-kiyix3qd 88 30 . . . cord-027133-kiyix3qd 89 1 It -PRON- PRP cord-027133-kiyix3qd 89 2 uses use VBZ cord-027133-kiyix3qd 89 3 shards shard NNS cord-027133-kiyix3qd 89 4 to to TO cord-027133-kiyix3qd 89 5 partition partition VB cord-027133-kiyix3qd 89 6 data datum NNS cord-027133-kiyix3qd 89 7 and and CC cord-027133-kiyix3qd 89 8 organizes organize VBZ cord-027133-kiyix3qd 89 9 them -PRON- PRP cord-027133-kiyix3qd 89 10 into into IN cord-027133-kiyix3qd 89 11 shards shard NNS cord-027133-kiyix3qd 89 12 groups group NNS cord-027133-kiyix3qd 89 13 , , , cord-027133-kiyix3qd 89 14 based base VBN cord-027133-kiyix3qd 89 15 on on IN cord-027133-kiyix3qd 89 16 the the DT cord-027133-kiyix3qd 89 17 retention retention NN cord-027133-kiyix3qd 89 18 policy policy NN cord-027133-kiyix3qd 89 19 and and CC cord-027133-kiyix3qd 89 20 timestamps timestamp NNS cord-027133-kiyix3qd 89 21 . . . cord-027133-kiyix3qd 90 1 InfluxDB InfluxDB NNP cord-027133-kiyix3qd 90 2 is be VBZ cord-027133-kiyix3qd 90 3 also also RB cord-027133-kiyix3qd 90 4 a a DT cord-027133-kiyix3qd 90 5 part part NN cord-027133-kiyix3qd 90 6 of of IN cord-027133-kiyix3qd 90 7 TICK tick NN cord-027133-kiyix3qd 90 8 stack stack JJ cord-027133-kiyix3qd 90 9 [ [ -LRB- cord-027133-kiyix3qd 90 10 4 4 CD cord-027133-kiyix3qd 90 11 ] ] -RRB- cord-027133-kiyix3qd 90 12 , , , cord-027133-kiyix3qd 90 13 which which WDT cord-027133-kiyix3qd 90 14 is be VBZ cord-027133-kiyix3qd 90 15 a a DT cord-027133-kiyix3qd 90 16 data data NN cord-027133-kiyix3qd 90 17 processing processing NN cord-027133-kiyix3qd 90 18 platform platform NN cord-027133-kiyix3qd 90 19 that that WDT cord-027133-kiyix3qd 90 20 consists consist VBZ cord-027133-kiyix3qd 90 21 of of IN cord-027133-kiyix3qd 90 22 a a DT cord-027133-kiyix3qd 90 23 time time NN cord-027133-kiyix3qd 90 24 - - HYPH cord-027133-kiyix3qd 90 25 series series NN cord-027133-kiyix3qd 90 26 database database NN cord-027133-kiyix3qd 90 27 in in IN cord-027133-kiyix3qd 90 28 form form NN cord-027133-kiyix3qd 90 29 of of IN cord-027133-kiyix3qd 90 30 InfluxDB InfluxDB NNP cord-027133-kiyix3qd 90 31 , , , cord-027133-kiyix3qd 90 32 Kapacitor Kapacitor NNP cord-027133-kiyix3qd 90 33 , , , cord-027133-kiyix3qd 90 34 which which WDT cord-027133-kiyix3qd 90 35 is be VBZ cord-027133-kiyix3qd 90 36 a a DT cord-027133-kiyix3qd 90 37 realtime realtime JJ cord-027133-kiyix3qd 90 38 streaming stream VBG cord-027133-kiyix3qd 90 39 data datum NNS cord-027133-kiyix3qd 90 40 processing processing NN cord-027133-kiyix3qd 90 41 engine engine NN cord-027133-kiyix3qd 90 42 , , , cord-027133-kiyix3qd 90 43 Telegraf Telegraf NNP cord-027133-kiyix3qd 90 44 , , , cord-027133-kiyix3qd 90 45 the the DT cord-027133-kiyix3qd 90 46 data data NN cord-027133-kiyix3qd 90 47 collection collection NN cord-027133-kiyix3qd 90 48 agent agent NN cord-027133-kiyix3qd 90 49 and and CC cord-027133-kiyix3qd 90 50 Chronograf Chronograf NNP cord-027133-kiyix3qd 90 51 , , , cord-027133-kiyix3qd 90 52 a a DT cord-027133-kiyix3qd 90 53 graphical graphical JJ cord-027133-kiyix3qd 90 54 user user NN cord-027133-kiyix3qd 90 55 interface interface NN cord-027133-kiyix3qd 90 56 to to IN cord-027133-kiyix3qd 90 57 the the DT cord-027133-kiyix3qd 90 58 platform platform NN cord-027133-kiyix3qd 90 59 . . . cord-027133-kiyix3qd 91 1 Client client NN cord-027133-kiyix3qd 91 2 libraries library NNS cord-027133-kiyix3qd 91 3 in in IN cord-027133-kiyix3qd 91 4 the the DT cord-027133-kiyix3qd 91 5 programming programming NN cord-027133-kiyix3qd 91 6 languages language NNS cord-027133-kiyix3qd 91 7 like like IN cord-027133-kiyix3qd 91 8 Go go VB cord-027133-kiyix3qd 91 9 , , , cord-027133-kiyix3qd 91 10 Python Python NNP cord-027133-kiyix3qd 91 11 , , , cord-027133-kiyix3qd 91 12 Java Java NNP cord-027133-kiyix3qd 91 13 , , , cord-027133-kiyix3qd 91 14 Ruby Ruby NNP cord-027133-kiyix3qd 91 15 , , , cord-027133-kiyix3qd 91 16 and and CC cord-027133-kiyix3qd 91 17 others other NNS cord-027133-kiyix3qd 91 18 are be VBP cord-027133-kiyix3qd 91 19 available available JJ cord-027133-kiyix3qd 91 20 , , , cord-027133-kiyix3qd 91 21 as as RB cord-027133-kiyix3qd 91 22 well well RB cord-027133-kiyix3qd 91 23 as as IN cord-027133-kiyix3qd 91 24 command command NN cord-027133-kiyix3qd 91 25 - - HYPH cord-027133-kiyix3qd 91 26 line line NN cord-027133-kiyix3qd 91 27 client client NN cord-027133-kiyix3qd 91 28 " " `` cord-027133-kiyix3qd 91 29 influx influx NN cord-027133-kiyix3qd 91 30 " " '' cord-027133-kiyix3qd 91 31 . . . cord-027133-kiyix3qd 92 1 According accord VBG cord-027133-kiyix3qd 92 2 to to IN cord-027133-kiyix3qd 92 3 DB DB NNP cord-027133-kiyix3qd 92 4 Engines Engines NNP cord-027133-kiyix3qd 92 5 ranking rank VBG cord-027133-kiyix3qd 92 6 [ [ -LRB- cord-027133-kiyix3qd 92 7 3 3 CD cord-027133-kiyix3qd 92 8 ] ] -RRB- cord-027133-kiyix3qd 92 9 , , , cord-027133-kiyix3qd 92 10 it -PRON- PRP cord-027133-kiyix3qd 92 11 is be VBZ cord-027133-kiyix3qd 92 12 the the DT cord-027133-kiyix3qd 92 13 most most RBS cord-027133-kiyix3qd 92 14 popular popular JJ cord-027133-kiyix3qd 92 15 time time NN cord-027133-kiyix3qd 92 16 - - HYPH cord-027133-kiyix3qd 92 17 series series NN cord-027133-kiyix3qd 92 18 database database NN cord-027133-kiyix3qd 92 19 management management NN cord-027133-kiyix3qd 92 20 system system NN cord-027133-kiyix3qd 92 21 . . . cord-027133-kiyix3qd 93 1 Riak Riak NNP cord-027133-kiyix3qd 93 2 TS TS NNP cord-027133-kiyix3qd 93 3 is be VBZ cord-027133-kiyix3qd 93 4 an an DT cord-027133-kiyix3qd 93 5 open open JJ cord-027133-kiyix3qd 93 6 - - HYPH cord-027133-kiyix3qd 93 7 source source NN cord-027133-kiyix3qd 93 8 , , , cord-027133-kiyix3qd 93 9 distributed distribute VBN cord-027133-kiyix3qd 93 10 NoSQL NoSQL NNP cord-027133-kiyix3qd 93 11 database database NN cord-027133-kiyix3qd 93 12 , , , cord-027133-kiyix3qd 93 13 optimized optimize VBN cord-027133-kiyix3qd 93 14 for for IN cord-027133-kiyix3qd 93 15 the the DT cord-027133-kiyix3qd 93 16 time time NNP cord-027133-kiyix3qd 93 17 series series NNP cord-027133-kiyix3qd 93 18 data datum NNS cord-027133-kiyix3qd 93 19 and and CC cord-027133-kiyix3qd 93 20 built build VBN cord-027133-kiyix3qd 93 21 on on IN cord-027133-kiyix3qd 93 22 top top NN cord-027133-kiyix3qd 93 23 of of IN cord-027133-kiyix3qd 93 24 Riak Riak NNP cord-027133-kiyix3qd 93 25 KV KV NNP cord-027133-kiyix3qd 93 26 database database NN cord-027133-kiyix3qd 93 27 [ [ -LRB- cord-027133-kiyix3qd 93 28 9 9 CD cord-027133-kiyix3qd 93 29 ] ] -RRB- cord-027133-kiyix3qd 93 30 , , , cord-027133-kiyix3qd 93 31 created create VBN cord-027133-kiyix3qd 93 32 and and CC cord-027133-kiyix3qd 93 33 maintained maintain VBN cord-027133-kiyix3qd 93 34 by by IN cord-027133-kiyix3qd 93 35 Basho Basho NNP cord-027133-kiyix3qd 93 36 Technologies Technologies NNP cord-027133-kiyix3qd 93 37 . . . cord-027133-kiyix3qd 94 1 Riak Riak NNP cord-027133-kiyix3qd 94 2 TS TS NNP cord-027133-kiyix3qd 94 3 is be VBZ cord-027133-kiyix3qd 94 4 written write VBN cord-027133-kiyix3qd 94 5 in in IN cord-027133-kiyix3qd 94 6 Erlang Erlang NNP cord-027133-kiyix3qd 94 7 programming programming NN cord-027133-kiyix3qd 94 8 language language NN cord-027133-kiyix3qd 94 9 , , , cord-027133-kiyix3qd 94 10 supports support VBZ cord-027133-kiyix3qd 94 11 masterless masterless JJ cord-027133-kiyix3qd 94 12 , , , cord-027133-kiyix3qd 94 13 multi multi JJ cord-027133-kiyix3qd 94 14 - - JJ cord-027133-kiyix3qd 94 15 node node JJ cord-027133-kiyix3qd 94 16 architecture architecture NN cord-027133-kiyix3qd 94 17 to to TO cord-027133-kiyix3qd 94 18 ensure ensure VB cord-027133-kiyix3qd 94 19 resiliency resiliency NN cord-027133-kiyix3qd 94 20 to to IN cord-027133-kiyix3qd 94 21 network network NN cord-027133-kiyix3qd 94 22 and and CC cord-027133-kiyix3qd 94 23 hardware hardware NN cord-027133-kiyix3qd 94 24 failures failure NNS cord-027133-kiyix3qd 94 25 . . . cord-027133-kiyix3qd 95 1 This this DT cord-027133-kiyix3qd 95 2 type type NN cord-027133-kiyix3qd 95 3 of of IN cord-027133-kiyix3qd 95 4 architecture architecture NN cord-027133-kiyix3qd 95 5 also also RB cord-027133-kiyix3qd 95 6 allows allow VBZ cord-027133-kiyix3qd 95 7 for for IN cord-027133-kiyix3qd 95 8 efficient efficient JJ cord-027133-kiyix3qd 95 9 scalability scalability NN cord-027133-kiyix3qd 95 10 with with IN cord-027133-kiyix3qd 95 11 near near JJ cord-027133-kiyix3qd 95 12 - - HYPH cord-027133-kiyix3qd 95 13 linear linear JJ cord-027133-kiyix3qd 95 14 performance performance NN cord-027133-kiyix3qd 95 15 increase increase NN cord-027133-kiyix3qd 95 16 [ [ -LRB- cord-027133-kiyix3qd 95 17 10 10 CD cord-027133-kiyix3qd 95 18 ] ] -RRB- cord-027133-kiyix3qd 95 19 . . . cord-027133-kiyix3qd 96 1 It -PRON- PRP cord-027133-kiyix3qd 96 2 supports support VBZ cord-027133-kiyix3qd 96 3 a a DT cord-027133-kiyix3qd 96 4 SQL SQL NNP cord-027133-kiyix3qd 96 5 - - HYPH cord-027133-kiyix3qd 96 6 like like JJ cord-027133-kiyix3qd 96 7 query query NN cord-027133-kiyix3qd 96 8 language language NN cord-027133-kiyix3qd 96 9 with with IN cord-027133-kiyix3qd 96 10 aggregation aggregation NN cord-027133-kiyix3qd 96 11 operations operation NNS cord-027133-kiyix3qd 96 12 over over IN cord-027133-kiyix3qd 96 13 time time NNP cord-027133-kiyix3qd 96 14 series series NNP cord-027133-kiyix3qd 96 15 data datum NNS cord-027133-kiyix3qd 96 16 . . . cord-027133-kiyix3qd 97 1 It -PRON- PRP cord-027133-kiyix3qd 97 2 offers offer VBZ cord-027133-kiyix3qd 97 3 both both CC cord-027133-kiyix3qd 97 4 HTTP HTTP NNP cord-027133-kiyix3qd 97 5 and and CC cord-027133-kiyix3qd 97 6 PBC PBC NNP cord-027133-kiyix3qd 97 7 APIs api NNS cord-027133-kiyix3qd 97 8 as as RB cord-027133-kiyix3qd 97 9 well well RB cord-027133-kiyix3qd 97 10 as as IN cord-027133-kiyix3qd 97 11 dedicated dedicated JJ cord-027133-kiyix3qd 97 12 client client NN cord-027133-kiyix3qd 97 13 libraries library NNS cord-027133-kiyix3qd 97 14 in in IN cord-027133-kiyix3qd 97 15 Java Java NNP cord-027133-kiyix3qd 97 16 , , , cord-027133-kiyix3qd 97 17 Python Python NNP cord-027133-kiyix3qd 97 18 , , , cord-027133-kiyix3qd 97 19 Ruby Ruby NNP cord-027133-kiyix3qd 97 20 , , , cord-027133-kiyix3qd 97 21 Erlang Erlang NNP cord-027133-kiyix3qd 97 22 , , , cord-027133-kiyix3qd 97 23 and and CC cord-027133-kiyix3qd 97 24 Node.js Node.js NNP cord-027133-kiyix3qd 97 25 . . . cord-027133-kiyix3qd 98 1 Besides besides RB cord-027133-kiyix3qd 98 2 , , , cord-027133-kiyix3qd 98 3 it -PRON- PRP cord-027133-kiyix3qd 98 4 has have VBZ cord-027133-kiyix3qd 98 5 a a DT cord-027133-kiyix3qd 98 6 native native JJ cord-027133-kiyix3qd 98 7 Apache Apache NNP cord-027133-kiyix3qd 98 8 Spark Spark NNP cord-027133-kiyix3qd 98 9 [ [ -LRB- cord-027133-kiyix3qd 98 10 1 1 CD cord-027133-kiyix3qd 98 11 ] ] -RRB- cord-027133-kiyix3qd 98 12 connector connector NN cord-027133-kiyix3qd 98 13 for for IN cord-027133-kiyix3qd 98 14 the the DT cord-027133-kiyix3qd 98 15 in in IN cord-027133-kiyix3qd 98 16 - - HYPH cord-027133-kiyix3qd 98 17 memory memory NN cord-027133-kiyix3qd 98 18 analytics analytic NNS cord-027133-kiyix3qd 98 19 . . . cord-027133-kiyix3qd 99 1 According accord VBG cord-027133-kiyix3qd 99 2 to to IN cord-027133-kiyix3qd 99 3 DB DB NNP cord-027133-kiyix3qd 99 4 Engines Engines NNP cord-027133-kiyix3qd 99 5 ranking rank VBG cord-027133-kiyix3qd 99 6 [ [ -LRB- cord-027133-kiyix3qd 99 7 11 11 CD cord-027133-kiyix3qd 99 8 ] ] -RRB- cord-027133-kiyix3qd 99 9 , , , cord-027133-kiyix3qd 99 10 it -PRON- PRP cord-027133-kiyix3qd 99 11 is be VBZ cord-027133-kiyix3qd 99 12 the the DT cord-027133-kiyix3qd 99 13 15th 15th JJ cord-027133-kiyix3qd 99 14 most most RBS cord-027133-kiyix3qd 99 15 popular popular JJ cord-027133-kiyix3qd 99 16 time time NN cord-027133-kiyix3qd 99 17 - - HYPH cord-027133-kiyix3qd 99 18 series series NN cord-027133-kiyix3qd 99 19 database database NN cord-027133-kiyix3qd 99 20 . . . cord-027133-kiyix3qd 100 1 PostgreSQL PostgreSQL NNP cord-027133-kiyix3qd 100 2 is be VBZ cord-027133-kiyix3qd 100 3 an an DT cord-027133-kiyix3qd 100 4 open open JJ cord-027133-kiyix3qd 100 5 - - HYPH cord-027133-kiyix3qd 100 6 source source NN cord-027133-kiyix3qd 100 7 relational relational JJ cord-027133-kiyix3qd 100 8 database database NN cord-027133-kiyix3qd 100 9 management management NN cord-027133-kiyix3qd 100 10 system system NN cord-027133-kiyix3qd 100 11 written write VBN cord-027133-kiyix3qd 100 12 in in IN cord-027133-kiyix3qd 100 13 C C NNP cord-027133-kiyix3qd 100 14 language language NN cord-027133-kiyix3qd 100 15 and and CC cord-027133-kiyix3qd 100 16 currently currently RB cord-027133-kiyix3qd 100 17 maintained maintain VBN cord-027133-kiyix3qd 100 18 by by IN cord-027133-kiyix3qd 100 19 PostgreSQL PostgreSQL NNP cord-027133-kiyix3qd 100 20 Global Global NNP cord-027133-kiyix3qd 100 21 Development Development NNP cord-027133-kiyix3qd 100 22 Group Group NNP cord-027133-kiyix3qd 100 23 . . . cord-027133-kiyix3qd 101 1 PostgreSQL PostgreSQL NNP cord-027133-kiyix3qd 101 2 runs run VBZ cord-027133-kiyix3qd 101 3 on on IN cord-027133-kiyix3qd 101 4 all all DT cord-027133-kiyix3qd 101 5 major major JJ cord-027133-kiyix3qd 101 6 operating operating NN cord-027133-kiyix3qd 101 7 systems system NNS cord-027133-kiyix3qd 101 8 , , . cord-027133-kiyix3qd 102 1 is be VBZ cord-027133-kiyix3qd 102 2 ACID acid NN cord-027133-kiyix3qd 102 3 [ [ -LRB- cord-027133-kiyix3qd 102 4 30 30 CD cord-027133-kiyix3qd 102 5 ] ] -RRB- cord-027133-kiyix3qd 102 6 compliant compliant JJ cord-027133-kiyix3qd 102 7 and and CC cord-027133-kiyix3qd 102 8 supports support VBZ cord-027133-kiyix3qd 102 9 various various JJ cord-027133-kiyix3qd 102 10 extensions extension NNS cord-027133-kiyix3qd 102 11 , , , cord-027133-kiyix3qd 102 12 namely namely RB cord-027133-kiyix3qd 102 13 TimescaleDB timescaledb NN cord-027133-kiyix3qd 102 14 . . . cord-027133-kiyix3qd 103 1 It -PRON- PRP cord-027133-kiyix3qd 103 2 supports support VBZ cord-027133-kiyix3qd 103 3 a a DT cord-027133-kiyix3qd 103 4 major major JJ cord-027133-kiyix3qd 103 5 part part NN cord-027133-kiyix3qd 103 6 of of IN cord-027133-kiyix3qd 103 7 the the DT cord-027133-kiyix3qd 103 8 SQL SQL NNP cord-027133-kiyix3qd 103 9 standard standard NN cord-027133-kiyix3qd 103 10 and and CC cord-027133-kiyix3qd 103 11 offers offer VBZ cord-027133-kiyix3qd 103 12 many many JJ cord-027133-kiyix3qd 103 13 features feature NNS cord-027133-kiyix3qd 103 14 , , , cord-027133-kiyix3qd 103 15 including include VBG cord-027133-kiyix3qd 103 16 but but CC cord-027133-kiyix3qd 103 17 not not RB cord-027133-kiyix3qd 103 18 limited limited JJ cord-027133-kiyix3qd 103 19 to to IN cord-027133-kiyix3qd 103 20 , , , cord-027133-kiyix3qd 103 21 triggers trigger NNS cord-027133-kiyix3qd 103 22 , , , cord-027133-kiyix3qd 103 23 views view NNS cord-027133-kiyix3qd 103 24 , , , cord-027133-kiyix3qd 103 25 transactions transaction NNS cord-027133-kiyix3qd 103 26 , , , cord-027133-kiyix3qd 103 27 streaming stream VBG cord-027133-kiyix3qd 103 28 replication replication NN cord-027133-kiyix3qd 103 29 . . . cord-027133-kiyix3qd 104 1 It -PRON- PRP cord-027133-kiyix3qd 104 2 uses use VBZ cord-027133-kiyix3qd 104 3 multi multi JJ cord-027133-kiyix3qd 104 4 - - JJ cord-027133-kiyix3qd 104 5 version version JJ cord-027133-kiyix3qd 104 6 concurrency concurrency NN cord-027133-kiyix3qd 104 7 control control NN cord-027133-kiyix3qd 104 8 , , , cord-027133-kiyix3qd 104 9 MVCC MVCC NNP cord-027133-kiyix3qd 104 10 [ [ -LRB- cord-027133-kiyix3qd 104 11 18 18 CD cord-027133-kiyix3qd 104 12 ] ] -RRB- cord-027133-kiyix3qd 104 13 . . . cord-027133-kiyix3qd 105 1 In in IN cord-027133-kiyix3qd 105 2 addition addition NN cord-027133-kiyix3qd 105 3 to to IN cord-027133-kiyix3qd 105 4 being be VBG cord-027133-kiyix3qd 105 5 a a DT cord-027133-kiyix3qd 105 6 relational relational JJ cord-027133-kiyix3qd 105 7 database database NN cord-027133-kiyix3qd 105 8 , , , cord-027133-kiyix3qd 105 9 it -PRON- PRP cord-027133-kiyix3qd 105 10 also also RB cord-027133-kiyix3qd 105 11 offers offer VBZ cord-027133-kiyix3qd 105 12 support support NN cord-027133-kiyix3qd 105 13 for for IN cord-027133-kiyix3qd 105 14 storing store VBG cord-027133-kiyix3qd 105 15 and and CC cord-027133-kiyix3qd 105 16 querying query VBG cord-027133-kiyix3qd 105 17 document document NN cord-027133-kiyix3qd 105 18 data datum NNS cord-027133-kiyix3qd 105 19 thanks thank NNS cord-027133-kiyix3qd 105 20 to to IN cord-027133-kiyix3qd 105 21 JSON JSON NNP cord-027133-kiyix3qd 105 22 , , , cord-027133-kiyix3qd 105 23 JSONB JSONB NNP cord-027133-kiyix3qd 105 24 , , , cord-027133-kiyix3qd 105 25 XML xml NN cord-027133-kiyix3qd 105 26 , , , cord-027133-kiyix3qd 105 27 and and CC cord-027133-kiyix3qd 105 28 Key key JJ cord-027133-kiyix3qd 105 29 - - HYPH cord-027133-kiyix3qd 105 30 value value NN cord-027133-kiyix3qd 105 31 data datum NNS cord-027133-kiyix3qd 105 32 types type NNS cord-027133-kiyix3qd 105 33 [ [ -LRB- cord-027133-kiyix3qd 105 34 6 6 CD cord-027133-kiyix3qd 105 35 ] ] -RRB- cord-027133-kiyix3qd 105 36 . . . cord-027133-kiyix3qd 106 1 There there EX cord-027133-kiyix3qd 106 2 are be VBP cord-027133-kiyix3qd 106 3 client client NN cord-027133-kiyix3qd 106 4 libraries library NNS cord-027133-kiyix3qd 106 5 available available JJ cord-027133-kiyix3qd 106 6 in in IN cord-027133-kiyix3qd 106 7 programming programming NN cord-027133-kiyix3qd 106 8 languages language NNS cord-027133-kiyix3qd 106 9 like like IN cord-027133-kiyix3qd 106 10 Python Python NNP cord-027133-kiyix3qd 106 11 , , , cord-027133-kiyix3qd 106 12 C C NNP cord-027133-kiyix3qd 106 13 , , , cord-027133-kiyix3qd 106 14 C++ C++ NNP cord-027133-kiyix3qd 106 15 , , , cord-027133-kiyix3qd 106 16 Java Java NNP cord-027133-kiyix3qd 106 17 , , , cord-027133-kiyix3qd 106 18 Go go VB cord-027133-kiyix3qd 106 19 , , , cord-027133-kiyix3qd 106 20 Erlang Erlang NNP cord-027133-kiyix3qd 106 21 , , , cord-027133-kiyix3qd 106 22 Rust Rust NNP cord-027133-kiyix3qd 106 23 , , , cord-027133-kiyix3qd 106 24 and and CC cord-027133-kiyix3qd 106 25 others other NNS cord-027133-kiyix3qd 106 26 . . . cord-027133-kiyix3qd 107 1 According accord VBG cord-027133-kiyix3qd 107 2 to to IN cord-027133-kiyix3qd 107 3 DB DB NNP cord-027133-kiyix3qd 107 4 Engines Engines NNP cord-027133-kiyix3qd 107 5 ranking rank VBG cord-027133-kiyix3qd 107 6 [ [ -LRB- cord-027133-kiyix3qd 107 7 7 7 CD cord-027133-kiyix3qd 107 8 ] ] -RRB- cord-027133-kiyix3qd 107 9 , , , cord-027133-kiyix3qd 107 10 it -PRON- PRP cord-027133-kiyix3qd 107 11 is be VBZ cord-027133-kiyix3qd 107 12 the the DT cord-027133-kiyix3qd 107 13 4th 4th JJ cord-027133-kiyix3qd 107 14 most most RBS cord-027133-kiyix3qd 107 15 popular popular JJ cord-027133-kiyix3qd 107 16 database database NN cord-027133-kiyix3qd 107 17 overall overall RB cord-027133-kiyix3qd 107 18 . . . cord-027133-kiyix3qd 108 1 It -PRON- PRP cord-027133-kiyix3qd 108 2 does do VBZ cord-027133-kiyix3qd 108 3 not not RB cord-027133-kiyix3qd 108 4 offer offer VB cord-027133-kiyix3qd 108 5 any any DT cord-027133-kiyix3qd 108 6 dedicated dedicated JJ cord-027133-kiyix3qd 108 7 support support NN cord-027133-kiyix3qd 108 8 and and CC cord-027133-kiyix3qd 108 9 optimizations optimization NNS cord-027133-kiyix3qd 108 10 for for IN cord-027133-kiyix3qd 108 11 time time NN cord-027133-kiyix3qd 108 12 - - HYPH cord-027133-kiyix3qd 108 13 series series NN cord-027133-kiyix3qd 108 14 data datum NNS cord-027133-kiyix3qd 108 15 . . . cord-027133-kiyix3qd 109 1 SQLite SQLite NNP cord-027133-kiyix3qd 109 2 is be VBZ cord-027133-kiyix3qd 109 3 an an DT cord-027133-kiyix3qd 109 4 open open JJ cord-027133-kiyix3qd 109 5 - - HYPH cord-027133-kiyix3qd 109 6 source source NN cord-027133-kiyix3qd 109 7 relational relational JJ cord-027133-kiyix3qd 109 8 database database NN cord-027133-kiyix3qd 109 9 , , , cord-027133-kiyix3qd 109 10 written write VBN cord-027133-kiyix3qd 109 11 in in IN cord-027133-kiyix3qd 109 12 C C NNP cord-027133-kiyix3qd 109 13 language language NN cord-027133-kiyix3qd 109 14 . . . cord-027133-kiyix3qd 110 1 The the DT cord-027133-kiyix3qd 110 2 SQLite SQLite NNP cord-027133-kiyix3qd 110 3 source source NN cord-027133-kiyix3qd 110 4 code code NN cord-027133-kiyix3qd 110 5 is be VBZ cord-027133-kiyix3qd 110 6 currently currently RB cord-027133-kiyix3qd 110 7 available available JJ cord-027133-kiyix3qd 110 8 in in IN cord-027133-kiyix3qd 110 9 the the DT cord-027133-kiyix3qd 110 10 public public JJ cord-027133-kiyix3qd 110 11 domain domain NN cord-027133-kiyix3qd 110 12 . . . cord-027133-kiyix3qd 111 1 It -PRON- PRP cord-027133-kiyix3qd 111 2 is be VBZ cord-027133-kiyix3qd 111 3 a a DT cord-027133-kiyix3qd 111 4 lightweight lightweight JJ cord-027133-kiyix3qd 111 5 , , , cord-027133-kiyix3qd 111 6 single single JJ cord-027133-kiyix3qd 111 7 file file NN cord-027133-kiyix3qd 111 8 , , , cord-027133-kiyix3qd 111 9 and and CC cord-027133-kiyix3qd 111 10 unlike unlike IN cord-027133-kiyix3qd 111 11 most most JJS cord-027133-kiyix3qd 111 12 databases database NNS cord-027133-kiyix3qd 111 13 , , , cord-027133-kiyix3qd 111 14 it -PRON- PRP cord-027133-kiyix3qd 111 15 is be VBZ cord-027133-kiyix3qd 111 16 implemented implement VBN cord-027133-kiyix3qd 111 17 only only RB cord-027133-kiyix3qd 111 18 as as IN cord-027133-kiyix3qd 111 19 a a DT cord-027133-kiyix3qd 111 20 library library NN cord-027133-kiyix3qd 111 21 and and CC cord-027133-kiyix3qd 111 22 does do VBZ cord-027133-kiyix3qd 111 23 not not RB cord-027133-kiyix3qd 111 24 require require VB cord-027133-kiyix3qd 111 25 a a DT cord-027133-kiyix3qd 111 26 separate separate JJ cord-027133-kiyix3qd 111 27 server server NN cord-027133-kiyix3qd 111 28 process process NN cord-027133-kiyix3qd 111 29 . . . cord-027133-kiyix3qd 112 1 SQLite SQLite NNP cord-027133-kiyix3qd 112 2 provides provide VBZ cord-027133-kiyix3qd 112 3 all all DT cord-027133-kiyix3qd 112 4 functionalities functionality NNS cord-027133-kiyix3qd 112 5 directly directly RB cord-027133-kiyix3qd 112 6 by by IN cord-027133-kiyix3qd 112 7 the the DT cord-027133-kiyix3qd 112 8 function function NN cord-027133-kiyix3qd 112 9 calls call VBZ cord-027133-kiyix3qd 112 10 . . . cord-027133-kiyix3qd 113 1 Its -PRON- PRP$ cord-027133-kiyix3qd 113 2 simplicity simplicity NN cord-027133-kiyix3qd 113 3 makes make VBZ cord-027133-kiyix3qd 113 4 it -PRON- PRP cord-027133-kiyix3qd 113 5 one one CD cord-027133-kiyix3qd 113 6 of of IN cord-027133-kiyix3qd 113 7 the the DT cord-027133-kiyix3qd 113 8 most most RBS cord-027133-kiyix3qd 113 9 widely widely RB cord-027133-kiyix3qd 113 10 used use VBN cord-027133-kiyix3qd 113 11 databases database NNS cord-027133-kiyix3qd 113 12 , , , cord-027133-kiyix3qd 113 13 especially especially RB cord-027133-kiyix3qd 113 14 popular popular JJ cord-027133-kiyix3qd 113 15 in in IN cord-027133-kiyix3qd 113 16 embedded embedded JJ cord-027133-kiyix3qd 113 17 systems system NNS cord-027133-kiyix3qd 113 18 . . . cord-027133-kiyix3qd 114 1 SQLite SQLite NNP cord-027133-kiyix3qd 114 2 has have VBZ cord-027133-kiyix3qd 114 3 a a DT cord-027133-kiyix3qd 114 4 full full RB cord-027133-kiyix3qd 114 5 - - HYPH cord-027133-kiyix3qd 114 6 featured featured JJ cord-027133-kiyix3qd 114 7 SQL SQL NNP cord-027133-kiyix3qd 114 8 standard standard JJ cord-027133-kiyix3qd 114 9 implementation implementation NN cord-027133-kiyix3qd 114 10 with with IN cord-027133-kiyix3qd 114 11 support support NN cord-027133-kiyix3qd 114 12 for for IN cord-027133-kiyix3qd 114 13 functionalities functionality NNS cord-027133-kiyix3qd 114 14 such such JJ cord-027133-kiyix3qd 114 15 as as IN cord-027133-kiyix3qd 114 16 triggers trigger NNS cord-027133-kiyix3qd 114 17 , , , cord-027133-kiyix3qd 114 18 views view NNS cord-027133-kiyix3qd 114 19 , , , cord-027133-kiyix3qd 114 20 indexes index NNS cord-027133-kiyix3qd 114 21 , , , cord-027133-kiyix3qd 114 22 and and CC cord-027133-kiyix3qd 114 23 many many JJ cord-027133-kiyix3qd 114 24 more more JJR cord-027133-kiyix3qd 114 25 [ [ -LRB- cord-027133-kiyix3qd 114 26 12 12 CD cord-027133-kiyix3qd 114 27 ] ] -RRB- cord-027133-kiyix3qd 114 28 . . . cord-027133-kiyix3qd 115 1 Similar similar JJ cord-027133-kiyix3qd 115 2 to to IN cord-027133-kiyix3qd 115 3 PostgreSQL PostgreSQL NNP cord-027133-kiyix3qd 115 4 , , , cord-027133-kiyix3qd 115 5 it -PRON- PRP cord-027133-kiyix3qd 115 6 does do VBZ cord-027133-kiyix3qd 115 7 not not RB cord-027133-kiyix3qd 115 8 offer offer VB cord-027133-kiyix3qd 115 9 any any DT cord-027133-kiyix3qd 115 10 specific specific JJ cord-027133-kiyix3qd 115 11 support support NN cord-027133-kiyix3qd 115 12 for for IN cord-027133-kiyix3qd 115 13 time time NNP cord-027133-kiyix3qd 115 14 series series NNP cord-027133-kiyix3qd 115 15 data datum NNS cord-027133-kiyix3qd 115 16 . . . cord-027133-kiyix3qd 116 1 Besides besides RB cord-027133-kiyix3qd 116 2 , , , cord-027133-kiyix3qd 116 3 it -PRON- PRP cord-027133-kiyix3qd 116 4 does do VBZ cord-027133-kiyix3qd 116 5 not not RB cord-027133-kiyix3qd 116 6 provide provide VB cord-027133-kiyix3qd 116 7 a a DT cord-027133-kiyix3qd 116 8 data data NN cord-027133-kiyix3qd 116 9 type type NN cord-027133-kiyix3qd 116 10 for for IN cord-027133-kiyix3qd 116 11 storing store VBG cord-027133-kiyix3qd 116 12 time time NN cord-027133-kiyix3qd 116 13 , , , cord-027133-kiyix3qd 116 14 and and CC cord-027133-kiyix3qd 116 15 it -PRON- PRP cord-027133-kiyix3qd 116 16 requires require VBZ cord-027133-kiyix3qd 116 17 users user NNS cord-027133-kiyix3qd 116 18 to to TO cord-027133-kiyix3qd 116 19 save save VB cord-027133-kiyix3qd 116 20 it -PRON- PRP cord-027133-kiyix3qd 116 21 as as IN cord-027133-kiyix3qd 116 22 numerical numerical JJ cord-027133-kiyix3qd 116 23 timestamps timestamp NNS cord-027133-kiyix3qd 116 24 or or CC cord-027133-kiyix3qd 116 25 strings string NNS cord-027133-kiyix3qd 116 26 . . . cord-027133-kiyix3qd 117 1 According accord VBG cord-027133-kiyix3qd 117 2 to to IN cord-027133-kiyix3qd 117 3 DB DB NNP cord-027133-kiyix3qd 117 4 Engines Engines NNP cord-027133-kiyix3qd 117 5 ranking rank VBG cord-027133-kiyix3qd 117 6 [ [ -LRB- cord-027133-kiyix3qd 117 7 13 13 CD cord-027133-kiyix3qd 117 8 ] ] -RRB- cord-027133-kiyix3qd 117 9 , , , cord-027133-kiyix3qd 117 10 it -PRON- PRP cord-027133-kiyix3qd 117 11 is be VBZ cord-027133-kiyix3qd 117 12 the the DT cord-027133-kiyix3qd 117 13 7th 7th JJ cord-027133-kiyix3qd 117 14 most most RBS cord-027133-kiyix3qd 117 15 popular popular JJ cord-027133-kiyix3qd 117 16 relational relational JJ cord-027133-kiyix3qd 117 17 database database NN cord-027133-kiyix3qd 117 18 and and CC cord-027133-kiyix3qd 117 19 10th 10th JJ cord-027133-kiyix3qd 117 20 most most RBS cord-027133-kiyix3qd 117 21 popular popular JJ cord-027133-kiyix3qd 117 22 database database NN cord-027133-kiyix3qd 117 23 overall overall RB cord-027133-kiyix3qd 117 24 . . . cord-027133-kiyix3qd 118 1 The the DT cord-027133-kiyix3qd 118 2 testing testing NN cord-027133-kiyix3qd 118 3 environment environment NN cord-027133-kiyix3qd 118 4 was be VBD cord-027133-kiyix3qd 118 5 based base VBN cord-027133-kiyix3qd 118 6 on on IN cord-027133-kiyix3qd 118 7 a a DT cord-027133-kiyix3qd 118 8 6LoWPAN 6lowpan CD cord-027133-kiyix3qd 118 9 sensor sensor NN cord-027133-kiyix3qd 118 10 network network NN cord-027133-kiyix3qd 118 11 that that WDT cord-027133-kiyix3qd 118 12 is be VBZ cord-027133-kiyix3qd 118 13 a a DT cord-027133-kiyix3qd 118 14 part part NN cord-027133-kiyix3qd 118 15 of of IN cord-027133-kiyix3qd 118 16 the the DT cord-027133-kiyix3qd 118 17 environment environment NN cord-027133-kiyix3qd 118 18 monitoring monitor VBG cord-027133-kiyix3qd 118 19 system system NN cord-027133-kiyix3qd 118 20 , , , cord-027133-kiyix3qd 118 21 which which WDT cord-027133-kiyix3qd 118 22 consists consist VBZ cord-027133-kiyix3qd 118 23 of of IN cord-027133-kiyix3qd 118 24 a a DT cord-027133-kiyix3qd 118 25 group group NN cord-027133-kiyix3qd 118 26 of of IN cord-027133-kiyix3qd 118 27 the the DT cord-027133-kiyix3qd 118 28 edge edge NN cord-027133-kiyix3qd 118 29 router router NN cord-027133-kiyix3qd 118 30 device device NN cord-027133-kiyix3qd 118 31 that that WDT cord-027133-kiyix3qd 118 32 additionally additionally RB cord-027133-kiyix3qd 118 33 serves serve VBZ cord-027133-kiyix3qd 118 34 as as IN cord-027133-kiyix3qd 118 35 a a DT cord-027133-kiyix3qd 118 36 database database NN cord-027133-kiyix3qd 118 37 and and CC cord-027133-kiyix3qd 118 38 analytical analytical JJ cord-027133-kiyix3qd 118 39 engine engine NN cord-027133-kiyix3qd 118 40 . . . cord-027133-kiyix3qd 119 1 It -PRON- PRP cord-027133-kiyix3qd 119 2 is be VBZ cord-027133-kiyix3qd 119 3 also also RB cord-027133-kiyix3qd 119 4 responsible responsible JJ cord-027133-kiyix3qd 119 5 for for IN cord-027133-kiyix3qd 119 6 sending send VBG cord-027133-kiyix3qd 119 7 aggregated aggregated JJ cord-027133-kiyix3qd 119 8 metrics metric NNS cord-027133-kiyix3qd 119 9 to to IN cord-027133-kiyix3qd 119 10 the the DT cord-027133-kiyix3qd 119 11 analytic analytic JJ cord-027133-kiyix3qd 119 12 system system NN cord-027133-kiyix3qd 119 13 in in IN cord-027133-kiyix3qd 119 14 the the DT cord-027133-kiyix3qd 119 15 cloud cloud NN cord-027133-kiyix3qd 119 16 for for IN cord-027133-kiyix3qd 119 17 further further JJ cord-027133-kiyix3qd 119 18 processing processing NN cord-027133-kiyix3qd 119 19 . . . cord-027133-kiyix3qd 120 1 Another another DT cord-027133-kiyix3qd 120 2 part part NN cord-027133-kiyix3qd 120 3 of of IN cord-027133-kiyix3qd 120 4 the the DT cord-027133-kiyix3qd 120 5 network network NN cord-027133-kiyix3qd 120 6 is be VBZ cord-027133-kiyix3qd 120 7 composed compose VBN cord-027133-kiyix3qd 120 8 of of IN cord-027133-kiyix3qd 120 9 ten ten CD cord-027133-kiyix3qd 120 10 sensor sensor NN cord-027133-kiyix3qd 120 11 nodes node NNS cord-027133-kiyix3qd 120 12 that that WDT cord-027133-kiyix3qd 120 13 are be VBP cord-027133-kiyix3qd 120 14 sending send VBG cord-027133-kiyix3qd 120 15 measurements measurement NNS cord-027133-kiyix3qd 120 16 such such JJ cord-027133-kiyix3qd 120 17 as as IN cord-027133-kiyix3qd 120 18 air air NN cord-027133-kiyix3qd 120 19 quality quality NN cord-027133-kiyix3qd 120 20 and and CC cord-027133-kiyix3qd 120 21 weather weather NN cord-027133-kiyix3qd 120 22 condition condition NN cord-027133-kiyix3qd 120 23 metrics metric NNS cord-027133-kiyix3qd 120 24 to to IN cord-027133-kiyix3qd 120 25 the the DT cord-027133-kiyix3qd 120 26 edge edge NN cord-027133-kiyix3qd 120 27 router router NN cord-027133-kiyix3qd 120 28 device device NN cord-027133-kiyix3qd 120 29 . . . cord-027133-kiyix3qd 121 1 Figure figure NN cord-027133-kiyix3qd 121 2 2 2 CD cord-027133-kiyix3qd 121 3 presents present VBZ cord-027133-kiyix3qd 121 4 the the DT cord-027133-kiyix3qd 121 5 network network NN cord-027133-kiyix3qd 121 6 diagram diagram NN cord-027133-kiyix3qd 121 7 of of IN cord-027133-kiyix3qd 121 8 the the DT cord-027133-kiyix3qd 121 9 described describe VBN cord-027133-kiyix3qd 121 10 system system NN cord-027133-kiyix3qd 121 11 . . . cord-027133-kiyix3qd 122 1 In in IN cord-027133-kiyix3qd 122 2 this this DT cord-027133-kiyix3qd 122 3 research research NN cord-027133-kiyix3qd 122 4 , , , cord-027133-kiyix3qd 122 5 we -PRON- PRP cord-027133-kiyix3qd 122 6 focused focus VBD cord-027133-kiyix3qd 122 7 on on IN cord-027133-kiyix3qd 122 8 performance performance NN cord-027133-kiyix3qd 122 9 evaluation evaluation NN cord-027133-kiyix3qd 122 10 of of IN cord-027133-kiyix3qd 122 11 the the DT cord-027133-kiyix3qd 122 12 edge edge NN cord-027133-kiyix3qd 122 13 database database NN cord-027133-kiyix3qd 122 14 functionality functionality NN cord-027133-kiyix3qd 122 15 of of IN cord-027133-kiyix3qd 122 16 the the DT cord-027133-kiyix3qd 122 17 presented present VBN cord-027133-kiyix3qd 122 18 system system NN cord-027133-kiyix3qd 122 19 . . . cord-027133-kiyix3qd 123 1 To to TO cord-027133-kiyix3qd 123 2 simplify simplify VB cord-027133-kiyix3qd 123 3 the the DT cord-027133-kiyix3qd 123 4 testing testing NN cord-027133-kiyix3qd 123 5 environment environment NN cord-027133-kiyix3qd 123 6 and and CC cord-027133-kiyix3qd 123 7 allow allow VB cord-027133-kiyix3qd 123 8 for for IN cord-027133-kiyix3qd 123 9 running run VBG cord-027133-kiyix3qd 123 10 tests test NNS cord-027133-kiyix3qd 123 11 multiple multiple JJ cord-027133-kiyix3qd 123 12 times time NNS cord-027133-kiyix3qd 123 13 in in IN cord-027133-kiyix3qd 123 14 a a DT cord-027133-kiyix3qd 123 15 reasonable reasonable JJ cord-027133-kiyix3qd 123 16 amount amount NN cord-027133-kiyix3qd 123 17 of of IN cord-027133-kiyix3qd 123 18 time time NN cord-027133-kiyix3qd 123 19 , , , cord-027133-kiyix3qd 123 20 we -PRON- PRP cord-027133-kiyix3qd 123 21 developed develop VBD cord-027133-kiyix3qd 123 22 a a DT cord-027133-kiyix3qd 123 23 small small JJ cord-027133-kiyix3qd 123 24 Python Python NNP cord-027133-kiyix3qd 123 25 application application NN cord-027133-kiyix3qd 123 26 to to TO cord-027133-kiyix3qd 123 27 serve serve VB cord-027133-kiyix3qd 123 28 as as IN cord-027133-kiyix3qd 123 29 a a DT cord-027133-kiyix3qd 123 30 generator generator NN cord-027133-kiyix3qd 123 31 of of IN cord-027133-kiyix3qd 123 32 sensor sensor NN cord-027133-kiyix3qd 123 33 readings reading NNS cord-027133-kiyix3qd 123 34 instead instead RB cord-027133-kiyix3qd 123 35 of of IN cord-027133-kiyix3qd 123 36 using use VBG cord-027133-kiyix3qd 123 37 data datum NNS cord-027133-kiyix3qd 123 38 generated generate VBN cord-027133-kiyix3qd 123 39 by by IN cord-027133-kiyix3qd 123 40 the the DT cord-027133-kiyix3qd 123 41 physical physical JJ cord-027133-kiyix3qd 123 42 network network NN cord-027133-kiyix3qd 123 43 . . . cord-027133-kiyix3qd 124 1 As as IN cord-027133-kiyix3qd 124 2 an an DT cord-027133-kiyix3qd 124 3 edge edge NN cord-027133-kiyix3qd 124 4 device device NN cord-027133-kiyix3qd 124 5 we -PRON- PRP cord-027133-kiyix3qd 124 6 decided decide VBD cord-027133-kiyix3qd 124 7 to to TO cord-027133-kiyix3qd 124 8 use use VB cord-027133-kiyix3qd 124 9 a a DT cord-027133-kiyix3qd 124 10 Raspberry raspberry NN cord-027133-kiyix3qd 124 11 Pi pi NN cord-027133-kiyix3qd 124 12 single single JJ cord-027133-kiyix3qd 124 13 - - HYPH cord-027133-kiyix3qd 124 14 board board NN cord-027133-kiyix3qd 124 15 computer computer NN cord-027133-kiyix3qd 124 16 , , , cord-027133-kiyix3qd 124 17 with with IN cord-027133-kiyix3qd 124 18 the the DT cord-027133-kiyix3qd 124 19 following follow VBG cord-027133-kiyix3qd 124 20 specification specification NN cord-027133-kiyix3qd 124 21 _SP cord-027133-kiyix3qd 125 1 Each each DT cord-027133-kiyix3qd 125 2 data datum NNS cord-027133-kiyix3qd 125 3 point point NN cord-027133-kiyix3qd 125 4 sent send VBN cord-027133-kiyix3qd 125 5 by by IN cord-027133-kiyix3qd 125 6 the the DT cord-027133-kiyix3qd 125 7 sensor sensor NN cord-027133-kiyix3qd 125 8 consists consist VBZ cord-027133-kiyix3qd 125 9 of of IN cord-027133-kiyix3qd 125 10 air air NN cord-027133-kiyix3qd 125 11 quality quality NN cord-027133-kiyix3qd 125 12 metrics metric NNS cord-027133-kiyix3qd 125 13 in in IN cord-027133-kiyix3qd 125 14 the the DT cord-027133-kiyix3qd 125 15 form form NN cord-027133-kiyix3qd 125 16 of of IN cord-027133-kiyix3qd 125 17 NO no DT cord-027133-kiyix3qd 125 18 2 2 CD cord-027133-kiyix3qd 125 19 and and CC cord-027133-kiyix3qd 125 20 dust dust NN cord-027133-kiyix3qd 125 21 particle particle NN cord-027133-kiyix3qd 125 22 size size NN cord-027133-kiyix3qd 125 23 metrics metric NNS cord-027133-kiyix3qd 125 24 -PM2.5 -PM2.5 NNP cord-027133-kiyix3qd 125 25 and and CC cord-027133-kiyix3qd 125 26 PM10 PM10 NNP cord-027133-kiyix3qd 125 27 . . . cord-027133-kiyix3qd 126 1 Besides besides RB cord-027133-kiyix3qd 126 2 , , , cord-027133-kiyix3qd 126 3 it -PRON- PRP cord-027133-kiyix3qd 126 4 also also RB cord-027133-kiyix3qd 126 5 carries carry VBZ cord-027133-kiyix3qd 126 6 information information NN cord-027133-kiyix3qd 126 7 about about IN cord-027133-kiyix3qd 126 8 weather weather NN cord-027133-kiyix3qd 126 9 conditions condition NNS cord-027133-kiyix3qd 126 10 such such JJ cord-027133-kiyix3qd 126 11 as as IN cord-027133-kiyix3qd 126 12 ambient ambient JJ cord-027133-kiyix3qd 126 13 temperature temperature NN cord-027133-kiyix3qd 126 14 , , , cord-027133-kiyix3qd 126 15 pressure pressure NN cord-027133-kiyix3qd 126 16 , , , cord-027133-kiyix3qd 126 17 and and CC cord-027133-kiyix3qd 126 18 humidity humidity NN cord-027133-kiyix3qd 126 19 . . . cord-027133-kiyix3qd 127 1 Each each DT cord-027133-kiyix3qd 127 2 reading reading NN cord-027133-kiyix3qd 127 3 is be VBZ cord-027133-kiyix3qd 127 4 timestamped timestampe VBN cord-027133-kiyix3qd 127 5 and and CC cord-027133-kiyix3qd 127 6 tagged tag VBN cord-027133-kiyix3qd 127 7 with with IN cord-027133-kiyix3qd 127 8 the the DT cord-027133-kiyix3qd 127 9 location location NN cord-027133-kiyix3qd 127 10 of of IN cord-027133-kiyix3qd 127 11 the the DT cord-027133-kiyix3qd 127 12 sensor sensor NN cord-027133-kiyix3qd 127 13 and and CC cord-027133-kiyix3qd 127 14 the the DT cord-027133-kiyix3qd 127 15 unique unique JJ cord-027133-kiyix3qd 127 16 sensor sensor NN cord-027133-kiyix3qd 127 17 identifier identifier NN cord-027133-kiyix3qd 127 18 . . . cord-027133-kiyix3qd 128 1 Table table NN cord-027133-kiyix3qd 128 2 1 1 CD cord-027133-kiyix3qd 128 3 shows show VBZ cord-027133-kiyix3qd 128 4 the the DT cord-027133-kiyix3qd 128 5 structure structure NN cord-027133-kiyix3qd 128 6 of of IN cord-027133-kiyix3qd 128 7 a a DT cord-027133-kiyix3qd 128 8 single single JJ cord-027133-kiyix3qd 128 9 data data NN cord-027133-kiyix3qd 128 10 point point NN cord-027133-kiyix3qd 128 11 with with IN cord-027133-kiyix3qd 128 12 corresponding correspond VBG cord-027133-kiyix3qd 128 13 data datum NNS cord-027133-kiyix3qd 128 14 types type NNS cord-027133-kiyix3qd 128 15 . . . cord-027133-kiyix3qd 129 1 For for IN cord-027133-kiyix3qd 129 2 the the DT cord-027133-kiyix3qd 129 3 experiments experiment NNS cord-027133-kiyix3qd 129 4 , , , cord-027133-kiyix3qd 129 5 we -PRON- PRP cord-027133-kiyix3qd 129 6 generated generate VBD cord-027133-kiyix3qd 129 7 data datum NNS cord-027133-kiyix3qd 129 8 from from IN cord-027133-kiyix3qd 129 9 10 10 CD cord-027133-kiyix3qd 129 10 simulated simulated JJ cord-027133-kiyix3qd 129 11 sensors sensor NNS cord-027133-kiyix3qd 129 12 , , , cord-027133-kiyix3qd 129 13 where where WRB cord-027133-kiyix3qd 129 14 each each DT cord-027133-kiyix3qd 129 15 sensor sensor NN cord-027133-kiyix3qd 129 16 sends send VBZ cord-027133-kiyix3qd 129 17 reading read VBG cord-027133-kiyix3qd 129 18 every every DT cord-027133-kiyix3qd 129 19 15 15 CD cord-027133-kiyix3qd 129 20 s s NN cord-027133-kiyix3qd 129 21 over over IN cord-027133-kiyix3qd 129 22 24 24 CD cord-027133-kiyix3qd 129 23 h. h. NN cord-027133-kiyix3qd 130 1 It -PRON- PRP cord-027133-kiyix3qd 130 2 resulted result VBD cord-027133-kiyix3qd 130 3 in in IN cord-027133-kiyix3qd 130 4 28,800 28,800 CD cord-027133-kiyix3qd 130 5 data data NN cord-027133-kiyix3qd 130 6 points point NNS cord-027133-kiyix3qd 130 7 used use VBN cord-027133-kiyix3qd 130 8 for for IN cord-027133-kiyix3qd 130 9 performance performance NN cord-027133-kiyix3qd 130 10 testing testing NN cord-027133-kiyix3qd 130 11 . . . cord-027133-kiyix3qd 131 1 For for IN cord-027133-kiyix3qd 131 2 testing testing NN cord-027133-kiyix3qd 131 3 , , , cord-027133-kiyix3qd 131 4 a a DT cord-027133-kiyix3qd 131 5 small small JJ cord-027133-kiyix3qd 131 6 Python Python NNP cord-027133-kiyix3qd 131 7 application application NN cord-027133-kiyix3qd 131 8 was be VBD cord-027133-kiyix3qd 131 9 developed develop VBN cord-027133-kiyix3qd 131 10 separately separately RB cord-027133-kiyix3qd 131 11 for for IN cord-027133-kiyix3qd 131 12 each each DT cord-027133-kiyix3qd 131 13 of of IN cord-027133-kiyix3qd 131 14 the the DT cord-027133-kiyix3qd 131 15 selected select VBN cord-027133-kiyix3qd 131 16 databases database NNS cord-027133-kiyix3qd 131 17 . . . cord-027133-kiyix3qd 132 1 The the DT cord-027133-kiyix3qd 132 2 application application NN cord-027133-kiyix3qd 132 3 was be VBD cord-027133-kiyix3qd 132 4 responsible responsible JJ cord-027133-kiyix3qd 132 5 for for IN cord-027133-kiyix3qd 132 6 reading read VBG cord-027133-kiyix3qd 132 7 simulated simulated JJ cord-027133-kiyix3qd 132 8 time time NN cord-027133-kiyix3qd 132 9 - - HYPH cord-027133-kiyix3qd 132 10 series series NN cord-027133-kiyix3qd 132 11 data datum NNS cord-027133-kiyix3qd 132 12 , , , cord-027133-kiyix3qd 132 13 inserting insert VBG cord-027133-kiyix3qd 132 14 that that IN cord-027133-kiyix3qd 132 15 data datum NNS cord-027133-kiyix3qd 132 16 into into IN cord-027133-kiyix3qd 132 17 the the DT cord-027133-kiyix3qd 132 18 database database NN cord-027133-kiyix3qd 132 19 and and CC cord-027133-kiyix3qd 132 20 reading read VBG cord-027133-kiyix3qd 132 21 the the DT cord-027133-kiyix3qd 132 22 data datum NNS cord-027133-kiyix3qd 132 23 back back RB cord-027133-kiyix3qd 132 24 from from IN cord-027133-kiyix3qd 132 25 the the DT cord-027133-kiyix3qd 132 26 database database NN cord-027133-kiyix3qd 132 27 , , , cord-027133-kiyix3qd 132 28 while while IN cord-027133-kiyix3qd 132 29 measuring measure VBG cord-027133-kiyix3qd 132 30 the the DT cord-027133-kiyix3qd 132 31 time time NN cord-027133-kiyix3qd 132 32 it -PRON- PRP cord-027133-kiyix3qd 132 33 took take VBD cord-027133-kiyix3qd 132 34 to to TO cord-027133-kiyix3qd 132 35 execute execute VB cord-027133-kiyix3qd 132 36 all all DT cord-027133-kiyix3qd 132 37 of of IN cord-027133-kiyix3qd 132 38 the the DT cord-027133-kiyix3qd 132 39 described describe VBN cord-027133-kiyix3qd 132 40 operations operation NNS cord-027133-kiyix3qd 132 41 . . . cord-027133-kiyix3qd 133 1 Table table NN cord-027133-kiyix3qd 133 2 2 2 CD cord-027133-kiyix3qd 133 3 presents present VBZ cord-027133-kiyix3qd 133 4 the the DT cord-027133-kiyix3qd 133 5 list list NN cord-027133-kiyix3qd 133 6 of of IN cord-027133-kiyix3qd 133 7 the the DT cord-027133-kiyix3qd 133 8 databases database NNS cord-027133-kiyix3qd 133 9 along along IN cord-027133-kiyix3qd 133 10 with with IN cord-027133-kiyix3qd 133 11 their -PRON- PRP$ cord-027133-kiyix3qd 133 12 corresponding corresponding JJ cord-027133-kiyix3qd 133 13 client client NN cord-027133-kiyix3qd 133 14 libraries library NNS cord-027133-kiyix3qd 133 15 . . . cord-027133-kiyix3qd 134 1 It -PRON- PRP cord-027133-kiyix3qd 134 2 also also RB cord-027133-kiyix3qd 134 3 shows show VBZ cord-027133-kiyix3qd 134 4 versions version NNS cord-027133-kiyix3qd 134 5 of of IN cord-027133-kiyix3qd 134 6 the the DT cord-027133-kiyix3qd 134 7 software software NN cord-027133-kiyix3qd 134 8 used use VBN cord-027133-kiyix3qd 134 9 during during IN cord-027133-kiyix3qd 134 10 the the DT cord-027133-kiyix3qd 134 11 experiments experiment NNS cord-027133-kiyix3qd 134 12 . . . cord-027133-kiyix3qd 134 13 _SP cord-027133-kiyix3qd 135 1 To to TO cord-027133-kiyix3qd 135 2 evaluate evaluate VB cord-027133-kiyix3qd 135 3 the the DT cord-027133-kiyix3qd 135 4 insertion insertion NN cord-027133-kiyix3qd 135 5 and and CC cord-027133-kiyix3qd 135 6 querying query VBG cord-027133-kiyix3qd 135 7 performance performance NN cord-027133-kiyix3qd 135 8 , , , cord-027133-kiyix3qd 135 9 we -PRON- PRP cord-027133-kiyix3qd 135 10 conducted conduct VBD cord-027133-kiyix3qd 135 11 several several JJ cord-027133-kiyix3qd 135 12 experiments experiment NNS cord-027133-kiyix3qd 135 13 . . . cord-027133-kiyix3qd 136 1 Firstly firstly RB cord-027133-kiyix3qd 136 2 , , , cord-027133-kiyix3qd 136 3 we -PRON- PRP cord-027133-kiyix3qd 136 4 ran run VBD cord-027133-kiyix3qd 136 5 the the DT cord-027133-kiyix3qd 136 6 test test NN cord-027133-kiyix3qd 136 7 to to TO cord-027133-kiyix3qd 136 8 assess assess VB cord-027133-kiyix3qd 136 9 the the DT cord-027133-kiyix3qd 136 10 writing writing NN cord-027133-kiyix3qd 136 11 capabilities capability NNS cord-027133-kiyix3qd 136 12 of of IN cord-027133-kiyix3qd 136 13 all all DT cord-027133-kiyix3qd 136 14 selected select VBN cord-027133-kiyix3qd 136 15 databases database NNS cord-027133-kiyix3qd 136 16 by by IN cord-027133-kiyix3qd 136 17 simulating simulate VBG cord-027133-kiyix3qd 136 18 the the DT cord-027133-kiyix3qd 136 19 insertion insertion NN cord-027133-kiyix3qd 136 20 of of IN cord-027133-kiyix3qd 136 21 data datum NNS cord-027133-kiyix3qd 136 22 points point NNS cord-027133-kiyix3qd 136 23 in in IN cord-027133-kiyix3qd 136 24 two two CD cord-027133-kiyix3qd 136 25 ways way NNS cord-027133-kiyix3qd 136 26 : : : cord-027133-kiyix3qd 136 27 one one CD cord-027133-kiyix3qd 136 28 - - HYPH cord-027133-kiyix3qd 136 29 by by IN cord-027133-kiyix3qd 136 30 - - HYPH cord-027133-kiyix3qd 136 31 one one CD cord-027133-kiyix3qd 136 32 and and CC cord-027133-kiyix3qd 136 33 in in IN cord-027133-kiyix3qd 136 34 batches batch NNS cord-027133-kiyix3qd 136 35 of of IN cord-027133-kiyix3qd 136 36 10 10 CD cord-027133-kiyix3qd 136 37 points point NNS cord-027133-kiyix3qd 136 38 . . . cord-027133-kiyix3qd 137 1 The the DT cord-027133-kiyix3qd 137 2 reason reason NN cord-027133-kiyix3qd 137 3 for for IN cord-027133-kiyix3qd 137 4 that that DT cord-027133-kiyix3qd 137 5 was be VBD cord-027133-kiyix3qd 137 6 to to TO cord-027133-kiyix3qd 137 7 accommodate accommodate VB cord-027133-kiyix3qd 137 8 the the DT cord-027133-kiyix3qd 137 9 fact fact NN cord-027133-kiyix3qd 137 10 that that IN cord-027133-kiyix3qd 137 11 databases database NNS cord-027133-kiyix3qd 137 12 can can MD cord-027133-kiyix3qd 137 13 offer offer VB cord-027133-kiyix3qd 137 14 better well JJR cord-027133-kiyix3qd 137 15 performance performance NN cord-027133-kiyix3qd 137 16 for for IN cord-027133-kiyix3qd 137 17 batch batch NN cord-027133-kiyix3qd 137 18 insertions insertion NNS cord-027133-kiyix3qd 137 19 , , , cord-027133-kiyix3qd 137 20 and and CC cord-027133-kiyix3qd 137 21 it -PRON- PRP cord-027133-kiyix3qd 137 22 is be VBZ cord-027133-kiyix3qd 137 23 possible possible JJ cord-027133-kiyix3qd 137 24 to to TO cord-027133-kiyix3qd 137 25 buffer buffer VB cord-027133-kiyix3qd 137 26 data datum NNS cord-027133-kiyix3qd 137 27 before before IN cord-027133-kiyix3qd 137 28 saving save VBG cord-027133-kiyix3qd 137 29 it -PRON- PRP cord-027133-kiyix3qd 137 30 to to IN cord-027133-kiyix3qd 137 31 the the DT cord-027133-kiyix3qd 137 32 database database NN cord-027133-kiyix3qd 137 33 . . . cord-027133-kiyix3qd 138 1 In in IN cord-027133-kiyix3qd 138 2 this this DT cord-027133-kiyix3qd 138 3 step step NN cord-027133-kiyix3qd 138 4 , , , cord-027133-kiyix3qd 138 5 for for IN cord-027133-kiyix3qd 138 6 each each DT cord-027133-kiyix3qd 138 7 database database NN cord-027133-kiyix3qd 138 8 , , , cord-027133-kiyix3qd 138 9 we -PRON- PRP cord-027133-kiyix3qd 138 10 ran run VBD cord-027133-kiyix3qd 138 11 the the DT cord-027133-kiyix3qd 138 12 simulation simulation NN cord-027133-kiyix3qd 138 13 50 50 CD cord-027133-kiyix3qd 138 14 times time NNS cord-027133-kiyix3qd 138 15 ( ( -LRB- cord-027133-kiyix3qd 138 16 except except IN cord-027133-kiyix3qd 138 17 for for IN cord-027133-kiyix3qd 138 18 SQLite SQLite NNP cord-027133-kiyix3qd 138 19 where where WRB cord-027133-kiyix3qd 138 20 simulations simulation NNS cord-027133-kiyix3qd 138 21 were be VBD cord-027133-kiyix3qd 138 22 run run VBN cord-027133-kiyix3qd 138 23 20 20 CD cord-027133-kiyix3qd 138 24 times time NNS cord-027133-kiyix3qd 138 25 due due JJ cord-027133-kiyix3qd 138 26 to to IN cord-027133-kiyix3qd 138 27 relatively relatively RB cord-027133-kiyix3qd 138 28 long long JJ cord-027133-kiyix3qd 138 29 simulation simulation NN cord-027133-kiyix3qd 138 30 time time NN cord-027133-kiyix3qd 138 31 ) ) -RRB- cord-027133-kiyix3qd 138 32 . . . cord-027133-kiyix3qd 139 1 Secondly secondly RB cord-027133-kiyix3qd 139 2 , , , cord-027133-kiyix3qd 139 3 we -PRON- PRP cord-027133-kiyix3qd 139 4 ran run VBD cord-027133-kiyix3qd 139 5 the the DT cord-027133-kiyix3qd 139 6 experiments experiment NNS cord-027133-kiyix3qd 139 7 to to TO cord-027133-kiyix3qd 139 8 evaluate evaluate VB cord-027133-kiyix3qd 139 9 the the DT cord-027133-kiyix3qd 139 10 query query NN cord-027133-kiyix3qd 139 11 performance performance NN cord-027133-kiyix3qd 139 12 of of IN cord-027133-kiyix3qd 139 13 all all DT cord-027133-kiyix3qd 139 14 selected select VBN cord-027133-kiyix3qd 139 15 solutions solution NNS cord-027133-kiyix3qd 139 16 in in IN cord-027133-kiyix3qd 139 17 three three CD cord-027133-kiyix3qd 139 18 scenarios scenario NNS cord-027133-kiyix3qd 139 19 . . . cord-027133-kiyix3qd 140 1 In in IN cord-027133-kiyix3qd 140 2 the the DT cord-027133-kiyix3qd 140 3 first first JJ cord-027133-kiyix3qd 140 4 scenario scenario NN cord-027133-kiyix3qd 140 5 , , , cord-027133-kiyix3qd 140 6 we -PRON- PRP cord-027133-kiyix3qd 140 7 evaluated evaluate VBD cord-027133-kiyix3qd 140 8 a a DT cord-027133-kiyix3qd 140 9 query query NN cord-027133-kiyix3qd 140 10 for for IN cord-027133-kiyix3qd 140 11 average average JJ cord-027133-kiyix3qd 140 12 temperature temperature NN cord-027133-kiyix3qd 140 13 in in IN cord-027133-kiyix3qd 140 14 the the DT cord-027133-kiyix3qd 140 15 chosen choose VBN cord-027133-kiyix3qd 140 16 period period NN cord-027133-kiyix3qd 140 17 , , , cord-027133-kiyix3qd 140 18 grouped group VBN cord-027133-kiyix3qd 140 19 by by IN cord-027133-kiyix3qd 140 20 location location NN cord-027133-kiyix3qd 140 21 . . . cord-027133-kiyix3qd 141 1 In in IN cord-027133-kiyix3qd 141 2 the the DT cord-027133-kiyix3qd 141 3 second second JJ cord-027133-kiyix3qd 141 4 query query NN cord-027133-kiyix3qd 141 5 , , , cord-027133-kiyix3qd 141 6 we -PRON- PRP cord-027133-kiyix3qd 141 7 tested test VBD cord-027133-kiyix3qd 141 8 a a DT cord-027133-kiyix3qd 141 9 query query NN cord-027133-kiyix3qd 141 10 for for IN cord-027133-kiyix3qd 141 11 minimum minimum NN cord-027133-kiyix3qd 141 12 and and CC cord-027133-kiyix3qd 141 13 maximum maximum JJ cord-027133-kiyix3qd 141 14 values value NNS cord-027133-kiyix3qd 141 15 of of IN cord-027133-kiyix3qd 141 16 NO no DT cord-027133-kiyix3qd 141 17 2 2 CD cord-027133-kiyix3qd 141 18 , , , cord-027133-kiyix3qd 141 19 PM2.5 PM2.5 NNP cord-027133-kiyix3qd 141 20 , , , cord-027133-kiyix3qd 141 21 and and CC cord-027133-kiyix3qd 141 22 PM10 PM10 NNP cord-027133-kiyix3qd 141 23 in in IN cord-027133-kiyix3qd 141 24 the the DT cord-027133-kiyix3qd 141 25 selected select VBN cord-027133-kiyix3qd 141 26 period period NN cord-027133-kiyix3qd 141 27 , , , cord-027133-kiyix3qd 141 28 once once RB cord-027133-kiyix3qd 141 29 again again RB cord-027133-kiyix3qd 141 30 grouped group VBN cord-027133-kiyix3qd 141 31 by by IN cord-027133-kiyix3qd 141 32 location location NN cord-027133-kiyix3qd 141 33 . . . cord-027133-kiyix3qd 142 1 In in IN cord-027133-kiyix3qd 142 2 the the DT cord-027133-kiyix3qd 142 3 last last JJ cord-027133-kiyix3qd 142 4 , , , cord-027133-kiyix3qd 142 5 third third JJ cord-027133-kiyix3qd 142 6 scenario scenario NN cord-027133-kiyix3qd 142 7 , , , cord-027133-kiyix3qd 142 8 we -PRON- PRP cord-027133-kiyix3qd 142 9 evaluated evaluate VBD cord-027133-kiyix3qd 142 10 the the DT cord-027133-kiyix3qd 142 11 performance performance NN cord-027133-kiyix3qd 142 12 of of IN cord-027133-kiyix3qd 142 13 a a DT cord-027133-kiyix3qd 142 14 query query NN cord-027133-kiyix3qd 142 15 that that WDT cord-027133-kiyix3qd 142 16 counts count VBZ cord-027133-kiyix3qd 142 17 data data NN cord-027133-kiyix3qd 142 18 points point NNS cord-027133-kiyix3qd 142 19 grouped group VBN cord-027133-kiyix3qd 142 20 by by IN cord-027133-kiyix3qd 142 21 sensor sensor NN cord-027133-kiyix3qd 142 22 ID ID NNP cord-027133-kiyix3qd 142 23 in in IN cord-027133-kiyix3qd 142 24 the the DT cord-027133-kiyix3qd 142 25 selected selected JJ cord-027133-kiyix3qd 142 26 period period NN cord-027133-kiyix3qd 142 27 for for IN cord-027133-kiyix3qd 142 28 which which WDT cord-027133-kiyix3qd 142 29 NO no DT cord-027133-kiyix3qd 142 30 2 2 CD cord-027133-kiyix3qd 142 31 was be VBD cord-027133-kiyix3qd 142 32 larger large JJR cord-027133-kiyix3qd 142 33 than than IN cord-027133-kiyix3qd 142 34 selected select VBN cord-027133-kiyix3qd 142 35 value value NN cord-027133-kiyix3qd 142 36 and and CC cord-027133-kiyix3qd 142 37 location location NN cord-027133-kiyix3qd 142 38 was be VBD cord-027133-kiyix3qd 142 39 equal equal JJ cord-027133-kiyix3qd 142 40 to to IN cord-027133-kiyix3qd 142 41 a a DT cord-027133-kiyix3qd 142 42 specific specific JJ cord-027133-kiyix3qd 142 43 one one CD cord-027133-kiyix3qd 142 44 . . . cord-027133-kiyix3qd 143 1 Each each DT cord-027133-kiyix3qd 143 2 query query NN cord-027133-kiyix3qd 143 3 was be VBD cord-027133-kiyix3qd 143 4 executed execute VBN cord-027133-kiyix3qd 143 5 5000 5000 CD cord-027133-kiyix3qd 143 6 times time NNS cord-027133-kiyix3qd 143 7 . . . cord-027133-kiyix3qd 144 1 The the DT cord-027133-kiyix3qd 144 2 query query NN cord-027133-kiyix3qd 144 3 scenarios scenario NNS cord-027133-kiyix3qd 144 4 were be VBD cord-027133-kiyix3qd 144 5 selected select VBN cord-027133-kiyix3qd 144 6 in in IN cord-027133-kiyix3qd 144 7 order order NN cord-027133-kiyix3qd 144 8 to to TO cord-027133-kiyix3qd 144 9 test test VB cord-027133-kiyix3qd 144 10 the the DT cord-027133-kiyix3qd 144 11 performance performance NN cord-027133-kiyix3qd 144 12 of of IN cord-027133-kiyix3qd 144 13 the the DT cord-027133-kiyix3qd 144 14 databases database NNS cord-027133-kiyix3qd 144 15 for for IN cord-027133-kiyix3qd 144 16 most most JJS cord-027133-kiyix3qd 144 17 common common JJ cord-027133-kiyix3qd 144 18 aggregation aggregation NN cord-027133-kiyix3qd 144 19 queries query NNS cord-027133-kiyix3qd 144 20 that that WDT cord-027133-kiyix3qd 144 21 can can MD cord-027133-kiyix3qd 144 22 be be VB cord-027133-kiyix3qd 144 23 used use VBN cord-027133-kiyix3qd 144 24 in in IN cord-027133-kiyix3qd 144 25 scenarios scenario NNS cord-027133-kiyix3qd 144 26 where where WRB cord-027133-kiyix3qd 144 27 the the DT cord-027133-kiyix3qd 144 28 analysis analysis NN cord-027133-kiyix3qd 144 29 has have VBZ cord-027133-kiyix3qd 144 30 to to TO cord-027133-kiyix3qd 144 31 be be VB cord-027133-kiyix3qd 144 32 performed perform VBN cord-027133-kiyix3qd 144 33 directly directly RB cord-027133-kiyix3qd 144 34 on on IN cord-027133-kiyix3qd 144 35 the the DT cord-027133-kiyix3qd 144 36 edge edge NN cord-027133-kiyix3qd 144 37 device device NN cord-027133-kiyix3qd 144 38 or or CC cord-027133-kiyix3qd 144 39 when when WRB cord-027133-kiyix3qd 144 40 the the DT cord-027133-kiyix3qd 144 41 data data NN cord-027133-kiyix3qd 144 42 needs need VBZ cord-027133-kiyix3qd 144 43 to to TO cord-027133-kiyix3qd 144 44 be be VB cord-027133-kiyix3qd 144 45 aggregated aggregate VBN cord-027133-kiyix3qd 144 46 before before IN cord-027133-kiyix3qd 144 47 sending send VBG cord-027133-kiyix3qd 144 48 to to IN cord-027133-kiyix3qd 144 49 the the DT cord-027133-kiyix3qd 144 50 cloud cloud NN cord-027133-kiyix3qd 144 51 in in IN cord-027133-kiyix3qd 144 52 order order NN cord-027133-kiyix3qd 144 53 to to TO cord-027133-kiyix3qd 144 54 reduce reduce VB cord-027133-kiyix3qd 144 55 the the DT cord-027133-kiyix3qd 144 56 volume volume NN cord-027133-kiyix3qd 144 57 of of IN cord-027133-kiyix3qd 144 58 transferred transfer VBN cord-027133-kiyix3qd 144 59 data datum NNS cord-027133-kiyix3qd 144 60 . . . cord-027133-kiyix3qd 145 1 In in IN cord-027133-kiyix3qd 145 2 the the DT cord-027133-kiyix3qd 145 3 first first JJ cord-027133-kiyix3qd 145 4 simulation simulation NN cord-027133-kiyix3qd 145 5 , , , cord-027133-kiyix3qd 145 6 we -PRON- PRP cord-027133-kiyix3qd 145 7 evaluated evaluate VBD cord-027133-kiyix3qd 145 8 the the DT cord-027133-kiyix3qd 145 9 insertion insertion NN cord-027133-kiyix3qd 145 10 performance performance NN cord-027133-kiyix3qd 145 11 in in IN cord-027133-kiyix3qd 145 12 two two CD cord-027133-kiyix3qd 145 13 different different JJ cord-027133-kiyix3qd 145 14 scenarios scenario NNS cord-027133-kiyix3qd 145 15 . . . cord-027133-kiyix3qd 146 1 Figure figure NN cord-027133-kiyix3qd 146 2 3 3 CD cord-027133-kiyix3qd 146 3 presents present VBZ cord-027133-kiyix3qd 146 4 the the DT cord-027133-kiyix3qd 146 5 obtained obtain VBN cord-027133-kiyix3qd 146 6 results result NNS cord-027133-kiyix3qd 146 7 in in IN cord-027133-kiyix3qd 146 8 the the DT cord-027133-kiyix3qd 146 9 form form NN cord-027133-kiyix3qd 146 10 of of IN cord-027133-kiyix3qd 146 11 the the DT cord-027133-kiyix3qd 146 12 average average JJ cord-027133-kiyix3qd 146 13 number number NN cord-027133-kiyix3qd 146 14 of of IN cord-027133-kiyix3qd 146 15 data datum NNS cord-027133-kiyix3qd 146 16 points point NNS cord-027133-kiyix3qd 146 17 inserted insert VBN cord-027133-kiyix3qd 146 18 per per IN cord-027133-kiyix3qd 146 19 second second NN cord-027133-kiyix3qd 146 20 in in IN cord-027133-kiyix3qd 146 21 both both DT cord-027133-kiyix3qd 146 22 scenarios scenario NNS cord-027133-kiyix3qd 146 23 . . . cord-027133-kiyix3qd 147 1 For for IN cord-027133-kiyix3qd 147 2 one one CD cord-027133-kiyix3qd 147 3 - - HYPH cord-027133-kiyix3qd 147 4 by by IN cord-027133-kiyix3qd 147 5 - - HYPH cord-027133-kiyix3qd 147 6 one one CD cord-027133-kiyix3qd 147 7 insertion insertion NN cord-027133-kiyix3qd 147 8 , , , cord-027133-kiyix3qd 147 9 we -PRON- PRP cord-027133-kiyix3qd 147 10 observe observe VBP cord-027133-kiyix3qd 147 11 PostgreSQL PostgreSQL NNP cord-027133-kiyix3qd 147 12 and and CC cord-027133-kiyix3qd 147 13 TimescaleDB TimescaleDB NNP cord-027133-kiyix3qd 147 14 as as IN cord-027133-kiyix3qd 147 15 the the DT cord-027133-kiyix3qd 147 16 best good JJS cord-027133-kiyix3qd 147 17 performing perform VBG cord-027133-kiyix3qd 147 18 solutions solution NNS cord-027133-kiyix3qd 147 19 , , , cord-027133-kiyix3qd 147 20 with with IN cord-027133-kiyix3qd 147 21 260 260 CD cord-027133-kiyix3qd 147 22 and and CC cord-027133-kiyix3qd 147 23 230 230 CD cord-027133-kiyix3qd 147 24 points point NNS cord-027133-kiyix3qd 147 25 inserted insert VBN cord-027133-kiyix3qd 147 26 per per IN cord-027133-kiyix3qd 147 27 second second JJ cord-027133-kiyix3qd 147 28 , , , cord-027133-kiyix3qd 147 29 respectively respectively RB cord-027133-kiyix3qd 147 30 . . . cord-027133-kiyix3qd 148 1 Next next JJ cord-027133-kiyix3qd 148 2 is be VBZ cord-027133-kiyix3qd 148 3 Riak Riak NNP cord-027133-kiyix3qd 148 4 _SP cord-027133-kiyix3qd 149 1 In in IN cord-027133-kiyix3qd 149 2 the the DT cord-027133-kiyix3qd 149 3 following follow VBG cord-027133-kiyix3qd 149 4 experiments experiment NNS cord-027133-kiyix3qd 149 5 , , , cord-027133-kiyix3qd 149 6 we -PRON- PRP cord-027133-kiyix3qd 149 7 tested test VBD cord-027133-kiyix3qd 149 8 the the DT cord-027133-kiyix3qd 149 9 reading reading NN cord-027133-kiyix3qd 149 10 performance performance NN cord-027133-kiyix3qd 149 11 for for IN cord-027133-kiyix3qd 149 12 three three CD cord-027133-kiyix3qd 149 13 different different JJ cord-027133-kiyix3qd 149 14 queries query NNS cord-027133-kiyix3qd 149 15 . . . cord-027133-kiyix3qd 150 1 Results result NNS cord-027133-kiyix3qd 150 2 are be VBP cord-027133-kiyix3qd 150 3 presented present VBN cord-027133-kiyix3qd 150 4 in in IN cord-027133-kiyix3qd 150 5 the the DT cord-027133-kiyix3qd 150 6 form form NN cord-027133-kiyix3qd 150 7 of of IN cord-027133-kiyix3qd 150 8 the the DT cord-027133-kiyix3qd 150 9 average average JJ cord-027133-kiyix3qd 150 10 query query NN cord-027133-kiyix3qd 150 11 execution execution NN cord-027133-kiyix3qd 150 12 time time NN cord-027133-kiyix3qd 150 13 in in IN cord-027133-kiyix3qd 150 14 milliseconds millisecond NNS cord-027133-kiyix3qd 150 15 for for IN cord-027133-kiyix3qd 150 16 each each DT cord-027133-kiyix3qd 150 17 database database NN cord-027133-kiyix3qd 150 18 . . . cord-027133-kiyix3qd 151 1 Due due IN cord-027133-kiyix3qd 151 2 to to IN cord-027133-kiyix3qd 151 3 the the DT cord-027133-kiyix3qd 151 4 fact fact NN cord-027133-kiyix3qd 151 5 that that IN cord-027133-kiyix3qd 151 6 execution execution NN cord-027133-kiyix3qd 151 7 for for IN cord-027133-kiyix3qd 151 8 Riak Riak NNP cord-027133-kiyix3qd 151 9 TS TS NNP cord-027133-kiyix3qd 151 10 was be VBD cord-027133-kiyix3qd 151 11 in in IN cord-027133-kiyix3qd 151 12 all all DT cord-027133-kiyix3qd 151 13 cases case NNS cord-027133-kiyix3qd 151 14 20 20 CD cord-027133-kiyix3qd 151 15 - - SYM cord-027133-kiyix3qd 151 16 40 40 CD cord-027133-kiyix3qd 151 17 times time NNS cord-027133-kiyix3qd 151 18 slower slow JJR cord-027133-kiyix3qd 151 19 than than IN cord-027133-kiyix3qd 151 20 for for IN cord-027133-kiyix3qd 151 21 all all DT cord-027133-kiyix3qd 151 22 other other JJ cord-027133-kiyix3qd 151 23 solutions solution NNS cord-027133-kiyix3qd 151 24 , , , cord-027133-kiyix3qd 151 25 the the DT cord-027133-kiyix3qd 151 26 results result NNS cord-027133-kiyix3qd 151 27 for for IN cord-027133-kiyix3qd 151 28 Riak Riak NNP cord-027133-kiyix3qd 151 29 TS TS NNP cord-027133-kiyix3qd 151 30 were be VBD cord-027133-kiyix3qd 151 31 removed remove VBN cord-027133-kiyix3qd 151 32 from from IN cord-027133-kiyix3qd 151 33 the the DT cord-027133-kiyix3qd 151 34 further further JJ cord-027133-kiyix3qd 151 35 comparison comparison NN cord-027133-kiyix3qd 151 36 to to TO cord-027133-kiyix3qd 151 37 improve improve VB cord-027133-kiyix3qd 151 38 the the DT cord-027133-kiyix3qd 151 39 readability readability NN cord-027133-kiyix3qd 151 40 of of IN cord-027133-kiyix3qd 151 41 the the DT cord-027133-kiyix3qd 151 42 presented present VBN cord-027133-kiyix3qd 151 43 charts chart NNS cord-027133-kiyix3qd 151 44 . . . cord-027133-kiyix3qd 152 1 Figure figure NN cord-027133-kiyix3qd 152 2 4 4 CD cord-027133-kiyix3qd 152 3 shows show NNS cord-027133-kiyix3qd 152 4 both both CC cord-027133-kiyix3qd 152 5 the the DT cord-027133-kiyix3qd 152 6 query query NN cord-027133-kiyix3qd 152 7 used use VBN cord-027133-kiyix3qd 152 8 in in IN cord-027133-kiyix3qd 152 9 the the DT cord-027133-kiyix3qd 152 10 first first JJ cord-027133-kiyix3qd 152 11 scenario scenario NN cord-027133-kiyix3qd 152 12 as as RB cord-027133-kiyix3qd 152 13 well well RB cord-027133-kiyix3qd 152 14 as as IN cord-027133-kiyix3qd 152 15 the the DT cord-027133-kiyix3qd 152 16 obtained obtain VBN cord-027133-kiyix3qd 152 17 results result NNS cord-027133-kiyix3qd 152 18 . . . cord-027133-kiyix3qd 153 1 In in IN cord-027133-kiyix3qd 153 2 this this DT cord-027133-kiyix3qd 153 3 scenario scenario NN cord-027133-kiyix3qd 153 4 , , , cord-027133-kiyix3qd 153 5 InfluxDB InfluxDB NNP cord-027133-kiyix3qd 153 6 emerged emerge VBD cord-027133-kiyix3qd 153 7 as as IN cord-027133-kiyix3qd 153 8 the the DT cord-027133-kiyix3qd 153 9 fastest fast JJS cord-027133-kiyix3qd 153 10 solution solution NN cord-027133-kiyix3qd 153 11 with with IN cord-027133-kiyix3qd 153 12 average average JJ cord-027133-kiyix3qd 153 13 query query NN cord-027133-kiyix3qd 153 14 execution execution NN cord-027133-kiyix3qd 153 15 time time NN cord-027133-kiyix3qd 153 16 of of IN cord-027133-kiyix3qd 153 17 24 24 CD cord-027133-kiyix3qd 153 18 ms ms NNP cord-027133-kiyix3qd 153 19 , , , cord-027133-kiyix3qd 153 20 followed follow VBN cord-027133-kiyix3qd 153 21 by by IN cord-027133-kiyix3qd 153 22 PostgreSQL PostgreSQL NNP cord-027133-kiyix3qd 153 23 and and CC cord-027133-kiyix3qd 153 24 TimescaleDB TimescaleDB NNP cord-027133-kiyix3qd 153 25 with with IN cord-027133-kiyix3qd 153 26 41 41 CD cord-027133-kiyix3qd 153 27 and and CC cord-027133-kiyix3qd 153 28 52 52 CD cord-027133-kiyix3qd 153 29 ms m NNS cord-027133-kiyix3qd 153 30 , , , cord-027133-kiyix3qd 153 31 respectively respectively RB cord-027133-kiyix3qd 153 32 . . . cord-027133-kiyix3qd 154 1 SQLite SQLite NNP cord-027133-kiyix3qd 154 2 was be VBD cord-027133-kiyix3qd 154 3 the the DT cord-027133-kiyix3qd 154 4 slowest slow JJS cord-027133-kiyix3qd 154 5 , , , cord-027133-kiyix3qd 154 6 recording record VBG cord-027133-kiyix3qd 154 7 average average JJ cord-027133-kiyix3qd 154 8 query query NN cord-027133-kiyix3qd 154 9 execution execution NN cord-027133-kiyix3qd 154 10 time time NN cord-027133-kiyix3qd 154 11 of of IN cord-027133-kiyix3qd 154 12 66 66 CD cord-027133-kiyix3qd 154 13 ms m NNS cord-027133-kiyix3qd 154 14 . . . cord-027133-kiyix3qd 155 1 Next next RB cord-027133-kiyix3qd 155 2 , , , cord-027133-kiyix3qd 155 3 a a DT cord-027133-kiyix3qd 155 4 comparison comparison NN cord-027133-kiyix3qd 155 5 was be VBD cord-027133-kiyix3qd 155 6 made make VBN cord-027133-kiyix3qd 155 7 for for IN cord-027133-kiyix3qd 155 8 the the DT cord-027133-kiyix3qd 155 9 results result NNS cord-027133-kiyix3qd 155 10 obtained obtain VBN cord-027133-kiyix3qd 155 11 during during IN cord-027133-kiyix3qd 155 12 the the DT cord-027133-kiyix3qd 155 13 evaluation evaluation NN cord-027133-kiyix3qd 155 14 of of IN cord-027133-kiyix3qd 155 15 second second JJ cord-027133-kiyix3qd 155 16 query query NN cord-027133-kiyix3qd 155 17 computing computing NN cord-027133-kiyix3qd 155 18 minimum minimum NN cord-027133-kiyix3qd 155 19 and and CC cord-027133-kiyix3qd 155 20 maximum maximum JJ cord-027133-kiyix3qd 155 21 aggregations aggregation NNS cord-027133-kiyix3qd 155 22 of of IN cord-027133-kiyix3qd 155 23 air air NN cord-027133-kiyix3qd 155 24 quality quality NN cord-027133-kiyix3qd 155 25 metrics metric NNS cord-027133-kiyix3qd 155 26 . . . cord-027133-kiyix3qd 156 1 The the DT cord-027133-kiyix3qd 156 2 recorded record VBN cord-027133-kiyix3qd 156 3 results result NNS cord-027133-kiyix3qd 156 4 and and CC cord-027133-kiyix3qd 156 5 queries query NNS cord-027133-kiyix3qd 156 6 are be VBP cord-027133-kiyix3qd 156 7 shown show VBN cord-027133-kiyix3qd 156 8 in in IN cord-027133-kiyix3qd 156 9 Fig Fig NNP cord-027133-kiyix3qd 156 10 . . . cord-027133-kiyix3qd 157 1 5 5 LS cord-027133-kiyix3qd 157 2 . . . cord-027133-kiyix3qd 158 1 In in IN cord-027133-kiyix3qd 158 2 this this DT cord-027133-kiyix3qd 158 3 example example NN cord-027133-kiyix3qd 158 4 , , , cord-027133-kiyix3qd 158 5 PostgreSQL PostgreSQL NNP cord-027133-kiyix3qd 158 6 turned turn VBD cord-027133-kiyix3qd 158 7 out out RP cord-027133-kiyix3qd 158 8 to to TO cord-027133-kiyix3qd 158 9 be be VB cord-027133-kiyix3qd 158 10 the the DT cord-027133-kiyix3qd 158 11 fastest fast JJS cord-027133-kiyix3qd 158 12 solution solution NN cord-027133-kiyix3qd 158 13 with with IN cord-027133-kiyix3qd 158 14 average average JJ cord-027133-kiyix3qd 158 15 query query NN cord-027133-kiyix3qd 158 16 execution execution NN cord-027133-kiyix3qd 158 17 time time NN cord-027133-kiyix3qd 158 18 of of IN cord-027133-kiyix3qd 158 19 48 48 CD cord-027133-kiyix3qd 158 20 ms m NNS cord-027133-kiyix3qd 158 21 , , , cord-027133-kiyix3qd 158 22 next next JJ cord-027133-kiyix3qd 158 23 was be VBD cord-027133-kiyix3qd 158 24 InfluxDB InfluxDB NNP cord-027133-kiyix3qd 158 25 with with IN cord-027133-kiyix3qd 158 26 70 70 CD cord-027133-kiyix3qd 158 27 ms ms NNP cord-027133-kiyix3qd 158 28 and and CC cord-027133-kiyix3qd 158 29 TimescaleDB TimescaleDB NNP cord-027133-kiyix3qd 158 30 with with IN cord-027133-kiyix3qd 158 31 72 72 CD cord-027133-kiyix3qd 158 32 ms m NNS cord-027133-kiyix3qd 158 33 . . NNP cord-027133-kiyix3qd 158 34 Tested test VBN cord-027133-kiyix3qd 158 35 query query NN cord-027133-kiyix3qd 158 36 took take VBD cord-027133-kiyix3qd 158 37 the the DT cord-027133-kiyix3qd 158 38 longest long JJS cord-027133-kiyix3qd 158 39 time time NN cord-027133-kiyix3qd 158 40 to to TO cord-027133-kiyix3qd 158 41 execute execute VB cord-027133-kiyix3qd 158 42 on on IN cord-027133-kiyix3qd 158 43 SQLite SQLite NNP cord-027133-kiyix3qd 158 44 , , , cord-027133-kiyix3qd 158 45 taking take VBG cord-027133-kiyix3qd 158 46 on on RP cord-027133-kiyix3qd 158 47 average average JJ cord-027133-kiyix3qd 158 48 81 81 CD cord-027133-kiyix3qd 158 49 ms m NNS cord-027133-kiyix3qd 158 50 . . . cord-027133-kiyix3qd 159 1 We -PRON- PRP cord-027133-kiyix3qd 159 2 can can MD cord-027133-kiyix3qd 159 3 observe observe VB cord-027133-kiyix3qd 159 4 a a DT cord-027133-kiyix3qd 159 5 general general JJ cord-027133-kiyix3qd 159 6 trend trend NN cord-027133-kiyix3qd 159 7 of of IN cord-027133-kiyix3qd 159 8 increased increase VBN cord-027133-kiyix3qd 159 9 query query NN cord-027133-kiyix3qd 159 10 execution execution NN cord-027133-kiyix3qd 159 11 time time NN cord-027133-kiyix3qd 159 12 with with IN cord-027133-kiyix3qd 159 13 more more JJR cord-027133-kiyix3qd 159 14 aggregations aggregation NNS cord-027133-kiyix3qd 159 15 performed perform VBN cord-027133-kiyix3qd 159 16 in in IN cord-027133-kiyix3qd 159 17 comparison comparison NN cord-027133-kiyix3qd 159 18 to to IN cord-027133-kiyix3qd 159 19 the the DT cord-027133-kiyix3qd 159 20 first first JJ cord-027133-kiyix3qd 159 21 testing testing NN cord-027133-kiyix3qd 159 22 scenario scenario NN cord-027133-kiyix3qd 159 23 . . . cord-027133-kiyix3qd 160 1 The the DT cord-027133-kiyix3qd 160 2 last last JJ cord-027133-kiyix3qd 160 3 experiment experiment NN cord-027133-kiyix3qd 160 4 was be VBD cord-027133-kiyix3qd 160 5 performed perform VBN cord-027133-kiyix3qd 160 6 for for IN cord-027133-kiyix3qd 160 7 the the DT cord-027133-kiyix3qd 160 8 third third JJ cord-027133-kiyix3qd 160 9 tested test VBN cord-027133-kiyix3qd 160 10 query query NN cord-027133-kiyix3qd 160 11 , , , cord-027133-kiyix3qd 160 12 evaluating evaluate VBG cord-027133-kiyix3qd 160 13 the the DT cord-027133-kiyix3qd 160 14 number number NN cord-027133-kiyix3qd 160 15 of of IN cord-027133-kiyix3qd 160 16 times time NNS cord-027133-kiyix3qd 160 17 the the DT cord-027133-kiyix3qd 160 18 NO no JJ cord-027133-kiyix3qd 160 19 2 2 CD cord-027133-kiyix3qd 160 20 was be VBD cord-027133-kiyix3qd 160 21 higher high JJR cord-027133-kiyix3qd 160 22 than than IN cord-027133-kiyix3qd 160 23 the the DT cord-027133-kiyix3qd 160 24 predefined predefined JJ cord-027133-kiyix3qd 160 25 threshold threshold NN cord-027133-kiyix3qd 160 26 . . . cord-027133-kiyix3qd 161 1 Figure figure NN cord-027133-kiyix3qd 161 2 6 6 CD cord-027133-kiyix3qd 161 3 presents present VBZ cord-027133-kiyix3qd 161 4 the the DT cord-027133-kiyix3qd 161 5 query query NN cord-027133-kiyix3qd 161 6 used use VBN cord-027133-kiyix3qd 161 7 and and CC cord-027133-kiyix3qd 161 8 the the DT cord-027133-kiyix3qd 161 9 results result NNS cord-027133-kiyix3qd 161 10 obtained obtain VBN cord-027133-kiyix3qd 161 11 during during IN cord-027133-kiyix3qd 161 12 that that DT cord-027133-kiyix3qd 161 13 simulation simulation NN cord-027133-kiyix3qd 161 14 . . . cord-027133-kiyix3qd 162 1 Once once RB cord-027133-kiyix3qd 162 2 again again RB cord-027133-kiyix3qd 162 3 , , , cord-027133-kiyix3qd 162 4 PostgreSQL PostgreSQL NNP cord-027133-kiyix3qd 162 5 was be VBD cord-027133-kiyix3qd 162 6 the the DT cord-027133-kiyix3qd 162 7 fastest fast JJS cord-027133-kiyix3qd 162 8 solution solution NN cord-027133-kiyix3qd 162 9 with with IN cord-027133-kiyix3qd 162 10 an an DT cord-027133-kiyix3qd 162 11 average average JJ cord-027133-kiyix3qd 162 12 query query NN cord-027133-kiyix3qd 162 13 execution execution NN cord-027133-kiyix3qd 162 14 time time NN cord-027133-kiyix3qd 162 15 of of IN cord-027133-kiyix3qd 162 16 15 15 CD cord-027133-kiyix3qd 162 17 ms ms NNP cord-027133-kiyix3qd 162 18 , , , cord-027133-kiyix3qd 162 19 followed follow VBN cord-027133-kiyix3qd 162 20 by by IN cord-027133-kiyix3qd 162 21 InfluxDB InfluxDB NNP cord-027133-kiyix3qd 162 22 with with IN cord-027133-kiyix3qd 162 23 29 29 CD cord-027133-kiyix3qd 162 24 ms m NNS cord-027133-kiyix3qd 162 25 . . . cord-027133-kiyix3qd 163 1 The the DT cord-027133-kiyix3qd 163 2 two two CD cord-027133-kiyix3qd 163 3 slowest slow JJS cord-027133-kiyix3qd 163 4 databases database NNS cord-027133-kiyix3qd 163 5 were be VBD cord-027133-kiyix3qd 163 6 TimescaleDB TimescaleDB NNP cord-027133-kiyix3qd 163 7 and and CC cord-027133-kiyix3qd 163 8 SQLite SQLite NNP cord-027133-kiyix3qd 163 9 , , , cord-027133-kiyix3qd 163 10 with with IN cord-027133-kiyix3qd 163 11 39 39 CD cord-027133-kiyix3qd 163 12 and and CC cord-027133-kiyix3qd 163 13 40 40 CD cord-027133-kiyix3qd 163 14 ms m NNS cord-027133-kiyix3qd 163 15 per per IN cord-027133-kiyix3qd 163 16 execution execution NN cord-027133-kiyix3qd 163 17 on on IN cord-027133-kiyix3qd 163 18 average average JJ cord-027133-kiyix3qd 163 19 . . . cord-027133-kiyix3qd 164 1 Considering consider VBG cord-027133-kiyix3qd 164 2 results result NNS cord-027133-kiyix3qd 164 3 for for IN cord-027133-kiyix3qd 164 4 all all DT cord-027133-kiyix3qd 164 5 presented present VBN cord-027133-kiyix3qd 164 6 simulations simulation NNS cord-027133-kiyix3qd 164 7 , , , cord-027133-kiyix3qd 164 8 we -PRON- PRP cord-027133-kiyix3qd 164 9 can can MD cord-027133-kiyix3qd 164 10 observe observe VB cord-027133-kiyix3qd 164 11 that that IN cord-027133-kiyix3qd 164 12 in in IN cord-027133-kiyix3qd 164 13 almost almost RB cord-027133-kiyix3qd 164 14 all all DT cord-027133-kiyix3qd 164 15 cases case NNS cord-027133-kiyix3qd 164 16 , , , cord-027133-kiyix3qd 164 17 PostgreSQL PostgreSQL NNP cord-027133-kiyix3qd 164 18 is be VBZ cord-027133-kiyix3qd 164 19 the the DT cord-027133-kiyix3qd 164 20 best good JJS cord-027133-kiyix3qd 164 21 performing performing JJ cord-027133-kiyix3qd 164 22 solution solution NN cord-027133-kiyix3qd 164 23 for for IN cord-027133-kiyix3qd 164 24 the the DT cord-027133-kiyix3qd 164 25 evaluated evaluate VBN cord-027133-kiyix3qd 164 26 workloads workload NNS cord-027133-kiyix3qd 164 27 , , , cord-027133-kiyix3qd 164 28 except except IN cord-027133-kiyix3qd 164 29 for for IN cord-027133-kiyix3qd 164 30 InfluxDB InfluxDB NNP cord-027133-kiyix3qd 164 31 , , , cord-027133-kiyix3qd 164 32 which which WDT cord-027133-kiyix3qd 164 33 turned turn VBD cord-027133-kiyix3qd 164 34 out out RP cord-027133-kiyix3qd 164 35 to to TO cord-027133-kiyix3qd 164 36 be be VB cord-027133-kiyix3qd 164 37 faster fast JJR cord-027133-kiyix3qd 164 38 for for IN cord-027133-kiyix3qd 164 39 the the DT cord-027133-kiyix3qd 164 40 first first JJ cord-027133-kiyix3qd 164 41 aggregation aggregation NN cord-027133-kiyix3qd 164 42 query query NN cord-027133-kiyix3qd 164 43 . . . cord-027133-kiyix3qd 165 1 It -PRON- PRP cord-027133-kiyix3qd 165 2 was be VBD cord-027133-kiyix3qd 165 3 validated validate VBN cord-027133-kiyix3qd 165 4 that that IN cord-027133-kiyix3qd 165 5 batching batch VBG cord-027133-kiyix3qd 165 6 data data NN cord-027133-kiyix3qd 165 7 points point NNS cord-027133-kiyix3qd 165 8 for for IN cord-027133-kiyix3qd 165 9 insertion insertion NN cord-027133-kiyix3qd 165 10 causes cause VBZ cord-027133-kiyix3qd 165 11 performance performance NN cord-027133-kiyix3qd 165 12 gains gain NNS cord-027133-kiyix3qd 165 13 , , , cord-027133-kiyix3qd 165 14 as as RB cord-027133-kiyix3qd 165 15 high high JJ cord-027133-kiyix3qd 165 16 as as IN cord-027133-kiyix3qd 165 17 8.65 8.65 CD cord-027133-kiyix3qd 165 18 times time NNS cord-027133-kiyix3qd 165 19 more more JJR cord-027133-kiyix3qd 165 20 data data NN cord-027133-kiyix3qd 165 21 points point NNS cord-027133-kiyix3qd 165 22 ingested ingest VBN cord-027133-kiyix3qd 165 23 per per IN cord-027133-kiyix3qd 165 24 second second NN cord-027133-kiyix3qd 165 25 for for IN cord-027133-kiyix3qd 165 26 InfluxDB InfluxDB NNP cord-027133-kiyix3qd 165 27 . . . cord-027133-kiyix3qd 166 1 With with IN cord-027133-kiyix3qd 166 2 the the DT cord-027133-kiyix3qd 166 3 exception exception NN cord-027133-kiyix3qd 166 4 of of IN cord-027133-kiyix3qd 166 5 Riak Riak NNP cord-027133-kiyix3qd 166 6 TS TS NNP cord-027133-kiyix3qd 166 7 , , , cord-027133-kiyix3qd 166 8 all all DT cord-027133-kiyix3qd 166 9 databases database NNS cord-027133-kiyix3qd 166 10 executed execute VBD cord-027133-kiyix3qd 166 11 tested test VBN cord-027133-kiyix3qd 166 12 queries query NNS cord-027133-kiyix3qd 166 13 on on IN cord-027133-kiyix3qd 166 14 average average JJ cord-027133-kiyix3qd 166 15 in in IN cord-027133-kiyix3qd 166 16 less less JJR cord-027133-kiyix3qd 166 17 than than IN cord-027133-kiyix3qd 166 18 80 80 CD cord-027133-kiyix3qd 166 19 ms m NNS cord-027133-kiyix3qd 166 20 , , , cord-027133-kiyix3qd 166 21 and and CC cord-027133-kiyix3qd 166 22 the the DT cord-027133-kiyix3qd 166 23 relative relative JJ cord-027133-kiyix3qd 166 24 differences difference NNS cord-027133-kiyix3qd 166 25 in in IN cord-027133-kiyix3qd 166 26 performance performance NN cord-027133-kiyix3qd 166 27 for for IN cord-027133-kiyix3qd 166 28 queries query NNS cord-027133-kiyix3qd 166 29 are be VBP cord-027133-kiyix3qd 166 30 not not RB cord-027133-kiyix3qd 166 31 as as RB cord-027133-kiyix3qd 166 32 high high JJ cord-027133-kiyix3qd 166 33 as as IN cord-027133-kiyix3qd 166 34 in in IN cord-027133-kiyix3qd 166 35 the the DT cord-027133-kiyix3qd 166 36 case case NN cord-027133-kiyix3qd 166 37 of of IN cord-027133-kiyix3qd 166 38 insertion insertion NN cord-027133-kiyix3qd 166 39 . . . cord-027133-kiyix3qd 167 1 The the DT cord-027133-kiyix3qd 167 2 selection selection NN cord-027133-kiyix3qd 167 3 of of IN cord-027133-kiyix3qd 167 4 a a DT cord-027133-kiyix3qd 167 5 proper proper JJ cord-027133-kiyix3qd 167 6 storage storage NN cord-027133-kiyix3qd 167 7 system system NN cord-027133-kiyix3qd 167 8 with with IN cord-027133-kiyix3qd 167 9 declarative declarative JJ cord-027133-kiyix3qd 167 10 querying query VBG cord-027133-kiyix3qd 167 11 capabilities capability NNS cord-027133-kiyix3qd 167 12 is be VBZ cord-027133-kiyix3qd 167 13 an an DT cord-027133-kiyix3qd 167 14 essential essential JJ cord-027133-kiyix3qd 167 15 element element NN cord-027133-kiyix3qd 167 16 of of IN cord-027133-kiyix3qd 167 17 building build VBG cord-027133-kiyix3qd 167 18 efficient efficient JJ cord-027133-kiyix3qd 167 19 systems system NNS cord-027133-kiyix3qd 167 20 with with IN cord-027133-kiyix3qd 167 21 edge edge NN cord-027133-kiyix3qd 167 22 - - HYPH cord-027133-kiyix3qd 167 23 based base VBN cord-027133-kiyix3qd 167 24 analytics analytic NNS cord-027133-kiyix3qd 167 25 . . . cord-027133-kiyix3qd 168 1 This this DT cord-027133-kiyix3qd 168 2 research research NN cord-027133-kiyix3qd 168 3 aimed aim VBN cord-027133-kiyix3qd 168 4 to to TO cord-027133-kiyix3qd 168 5 compare compare VB cord-027133-kiyix3qd 168 6 the the DT cord-027133-kiyix3qd 168 7 performance performance NN cord-027133-kiyix3qd 168 8 of of IN cord-027133-kiyix3qd 168 9 several several JJ cord-027133-kiyix3qd 168 10 databases database NNS cord-027133-kiyix3qd 168 11 in in IN cord-027133-kiyix3qd 168 12 the the DT cord-027133-kiyix3qd 168 13 context context NN cord-027133-kiyix3qd 168 14 of of IN cord-027133-kiyix3qd 168 15 edge edge NN cord-027133-kiyix3qd 168 16 computing computing NN cord-027133-kiyix3qd 168 17 in in IN cord-027133-kiyix3qd 168 18 wireless wireless JJ cord-027133-kiyix3qd 168 19 sensor sensor NN cord-027133-kiyix3qd 168 20 networks network NNS cord-027133-kiyix3qd 168 21 for for IN cord-027133-kiyix3qd 168 22 IoT IoT NNP cord-027133-kiyix3qd 168 23 - - HYPH cord-027133-kiyix3qd 168 24 based base VBN cord-027133-kiyix3qd 168 25 smart smart JJ cord-027133-kiyix3qd 168 26 systems system NNS cord-027133-kiyix3qd 168 27 . . . cord-027133-kiyix3qd 169 1 We -PRON- PRP cord-027133-kiyix3qd 169 2 believe believe VBP cord-027133-kiyix3qd 169 3 that that IN cord-027133-kiyix3qd 169 4 experiments experiment NNS cord-027133-kiyix3qd 169 5 and and CC cord-027133-kiyix3qd 169 6 analysis analysis NN cord-027133-kiyix3qd 169 7 of of IN cord-027133-kiyix3qd 169 8 the the DT cord-027133-kiyix3qd 169 9 results result NNS cord-027133-kiyix3qd 169 10 presented present VBN cord-027133-kiyix3qd 169 11 in in IN cord-027133-kiyix3qd 169 12 the the DT cord-027133-kiyix3qd 169 13 paper paper NN cord-027133-kiyix3qd 169 14 complement complement VBP cord-027133-kiyix3qd 169 15 the the DT cord-027133-kiyix3qd 169 16 performance performance NN cord-027133-kiyix3qd 169 17 evaluation evaluation NN cord-027133-kiyix3qd 169 18 of of IN cord-027133-kiyix3qd 169 19 InfluxDB InfluxDB NNP cord-027133-kiyix3qd 169 20 presented present VBN cord-027133-kiyix3qd 169 21 in in IN cord-027133-kiyix3qd 169 22 [ [ -LRB- cord-027133-kiyix3qd 169 23 20 20 CD cord-027133-kiyix3qd 169 24 ] ] -RRB- cord-027133-kiyix3qd 169 25 by by IN cord-027133-kiyix3qd 169 26 showcasing showcase VBG cord-027133-kiyix3qd 169 27 performance performance NN cord-027133-kiyix3qd 169 28 results result NNS cord-027133-kiyix3qd 169 29 for for IN cord-027133-kiyix3qd 169 30 multiple multiple JJ cord-027133-kiyix3qd 169 31 databases database NNS cord-027133-kiyix3qd 169 32 and and CC cord-027133-kiyix3qd 169 33 can can MD cord-027133-kiyix3qd 169 34 serve serve VB cord-027133-kiyix3qd 169 35 as as IN cord-027133-kiyix3qd 169 36 a a DT cord-027133-kiyix3qd 169 37 reference reference NN cord-027133-kiyix3qd 169 38 when when WRB cord-027133-kiyix3qd 169 39 selecting select VBG cord-027133-kiyix3qd 169 40 an an DT cord-027133-kiyix3qd 169 41 appropriate appropriate JJ cord-027133-kiyix3qd 169 42 database database NN cord-027133-kiyix3qd 169 43 for for IN cord-027133-kiyix3qd 169 44 low low JJ cord-027133-kiyix3qd 169 45 - - HYPH cord-027133-kiyix3qd 169 46 cost cost NN cord-027133-kiyix3qd 169 47 , , , cord-027133-kiyix3qd 169 48 edge edge NN cord-027133-kiyix3qd 169 49 analytics analytic NNS cord-027133-kiyix3qd 169 50 applications application NNS cord-027133-kiyix3qd 169 51 . . . cord-027133-kiyix3qd 170 1 As as IN cord-027133-kiyix3qd 170 2 it -PRON- PRP cord-027133-kiyix3qd 170 3 turned turn VBD cord-027133-kiyix3qd 170 4 out out RP cord-027133-kiyix3qd 170 5 , , , cord-027133-kiyix3qd 170 6 for for IN cord-027133-kiyix3qd 170 7 a a DT cord-027133-kiyix3qd 170 8 smaller small JJR cord-027133-kiyix3qd 170 9 scale scale NN cord-027133-kiyix3qd 170 10 , , , cord-027133-kiyix3qd 170 11 it -PRON- PRP cord-027133-kiyix3qd 170 12 might may MD cord-027133-kiyix3qd 170 13 make make VB cord-027133-kiyix3qd 170 14 sense sense NN cord-027133-kiyix3qd 170 15 to to TO cord-027133-kiyix3qd 170 16 choose choose VB cord-027133-kiyix3qd 170 17 a a DT cord-027133-kiyix3qd 170 18 more more RBR cord-027133-kiyix3qd 170 19 traditional traditional JJ cord-027133-kiyix3qd 170 20 , , , cord-027133-kiyix3qd 170 21 relational relational JJ cord-027133-kiyix3qd 170 22 database database NN cord-027133-kiyix3qd 170 23 like like IN cord-027133-kiyix3qd 170 24 PostgreSQL PostgreSQL NNP cord-027133-kiyix3qd 170 25 , , , cord-027133-kiyix3qd 170 26 which which WDT cord-027133-kiyix3qd 170 27 offers offer VBZ cord-027133-kiyix3qd 170 28 the the DT cord-027133-kiyix3qd 170 29 best good JJS cord-027133-kiyix3qd 170 30 performance performance NN cord-027133-kiyix3qd 170 31 in in IN cord-027133-kiyix3qd 170 32 all all DT cord-027133-kiyix3qd 170 33 but but IN cord-027133-kiyix3qd 170 34 one one CD cord-027133-kiyix3qd 170 35 tested test VBN cord-027133-kiyix3qd 170 36 case case NN cord-027133-kiyix3qd 170 37 . . . cord-027133-kiyix3qd 171 1 However however RB cord-027133-kiyix3qd 171 2 , , , cord-027133-kiyix3qd 171 3 when when WRB cord-027133-kiyix3qd 171 4 features feature VBZ cord-027133-kiyix3qd 171 5 such such JJ cord-027133-kiyix3qd 171 6 as as IN cord-027133-kiyix3qd 171 7 data data NN cord-027133-kiyix3qd 171 8 retention retention NN cord-027133-kiyix3qd 171 9 policies policy NNS cord-027133-kiyix3qd 171 10 , , , cord-027133-kiyix3qd 171 11 time time NN cord-027133-kiyix3qd 171 12 bucketing bucketing NN cord-027133-kiyix3qd 171 13 , , , cord-027133-kiyix3qd 171 14 automatic automatic JJ cord-027133-kiyix3qd 171 15 aggregations aggregation NNS cord-027133-kiyix3qd 171 16 are be VBP cord-027133-kiyix3qd 171 17 crucial crucial JJ cord-027133-kiyix3qd 171 18 for for IN cord-027133-kiyix3qd 171 19 the the DT cord-027133-kiyix3qd 171 20 developed develop VBN cord-027133-kiyix3qd 171 21 solution solution NN cord-027133-kiyix3qd 171 22 , , , cord-027133-kiyix3qd 171 23 dedicated dedicated JJ cord-027133-kiyix3qd 171 24 time time NN cord-027133-kiyix3qd 171 25 - - HYPH cord-027133-kiyix3qd 171 26 series series NN cord-027133-kiyix3qd 171 27 databases database NNS cord-027133-kiyix3qd 171 28 such such JJ cord-027133-kiyix3qd 171 29 as as IN cord-027133-kiyix3qd 171 30 TimescaleDB TimescaleDB NNP cord-027133-kiyix3qd 171 31 and and CC cord-027133-kiyix3qd 171 32 InfluxDB InfluxDB NNP cord-027133-kiyix3qd 171 33 become become VB cord-027133-kiyix3qd 171 34 a a DT cord-027133-kiyix3qd 171 35 better well JJR cord-027133-kiyix3qd 171 36 choice choice NN cord-027133-kiyix3qd 171 37 . . . cord-027133-kiyix3qd 172 1 DBMS DBMS NNP cord-027133-kiyix3qd 172 2 popularity popularity NN cord-027133-kiyix3qd 172 3 broken break VBN cord-027133-kiyix3qd 172 4 down down RP cord-027133-kiyix3qd 172 5 by by IN cord-027133-kiyix3qd 172 6 database database NN cord-027133-kiyix3qd 172 7 model model NN cord-027133-kiyix3qd 172 8 InfluxDB InfluxDB NNP cord-027133-kiyix3qd 172 9 on on IN cord-027133-kiyix3qd 172 10 DB DB NNP cord-027133-kiyix3qd 172 11 - - HYPH cord-027133-kiyix3qd 172 12 engines engine NNS cord-027133-kiyix3qd 172 13 ranking rank VBG cord-027133-kiyix3qd 172 14 PostgreSQL PostgreSQL NNP cord-027133-kiyix3qd 172 15 on on IN cord-027133-kiyix3qd 172 16 DB DB NNP cord-027133-kiyix3qd 172 17 - - HYPH cord-027133-kiyix3qd 172 18 engines engine NNS cord-027133-kiyix3qd 172 19 ranking rank VBG cord-027133-kiyix3qd 172 20 Riak Riak NNP cord-027133-kiyix3qd 172 21 TS TS NNP cord-027133-kiyix3qd 172 22 on on IN cord-027133-kiyix3qd 172 23 DB db NN cord-027133-kiyix3qd 172 24 - - HYPH cord-027133-kiyix3qd 172 25 engines engine NNS cord-027133-kiyix3qd 172 26 ranking rank VBG cord-027133-kiyix3qd 172 27 SQLite SQLite NNP cord-027133-kiyix3qd 172 28 on on IN cord-027133-kiyix3qd 172 29 DB db NN cord-027133-kiyix3qd 172 30 - - HYPH cord-027133-kiyix3qd 172 31 engines engine NNS cord-027133-kiyix3qd 172 32 ranking rank VBG cord-027133-kiyix3qd 172 33 TimescaleDB timescaledb NN cord-027133-kiyix3qd 172 34 on on IN cord-027133-kiyix3qd 172 35 DB db NN cord-027133-kiyix3qd 172 36 - - HYPH cord-027133-kiyix3qd 172 37 engines engine NNS cord-027133-kiyix3qd 172 38 ranking rank VBG cord-027133-kiyix3qd 172 39 TimescaleDB timescaledb NN cord-027133-kiyix3qd 172 40 : : : cord-027133-kiyix3qd 172 41 SQL SQL NNP cord-027133-kiyix3qd 172 42 made make VBD cord-027133-kiyix3qd 172 43 scalable scalable JJ cord-027133-kiyix3qd 172 44 for for IN cord-027133-kiyix3qd 172 45 time time NN cord-027133-kiyix3qd 172 46 - - HYPH cord-027133-kiyix3qd 172 47 series series NN cord-027133-kiyix3qd 172 48 data datum NNS cord-027133-kiyix3qd 172 49 Survey Survey NNP cord-027133-kiyix3qd 172 50 and and CC cord-027133-kiyix3qd 172 51 comparison comparison NN cord-027133-kiyix3qd 172 52 of of IN cord-027133-kiyix3qd 172 53 open open JJ cord-027133-kiyix3qd 172 54 source source NN cord-027133-kiyix3qd 172 55 time time NN cord-027133-kiyix3qd 172 56 series series NN cord-027133-kiyix3qd 172 57 databases database NNS cord-027133-kiyix3qd 172 58 Concurrency Concurrency NNP cord-027133-kiyix3qd 172 59 control control NN cord-027133-kiyix3qd 172 60 in in IN cord-027133-kiyix3qd 172 61 distributed distribute VBN cord-027133-kiyix3qd 172 62 database database NN cord-027133-kiyix3qd 172 63 systems system NNS cord-027133-kiyix3qd 172 64 How how WRB cord-027133-kiyix3qd 172 65 to to TO cord-027133-kiyix3qd 172 66 benchmark benchmark NN cord-027133-kiyix3qd 172 67 IoT IoT NNP cord-027133-kiyix3qd 172 68 time time NN cord-027133-kiyix3qd 172 69 - - HYPH cord-027133-kiyix3qd 172 70 series series NN cord-027133-kiyix3qd 172 71 workloads workload NNS cord-027133-kiyix3qd 172 72 in in IN cord-027133-kiyix3qd 172 73 a a DT cord-027133-kiyix3qd 172 74 production production NN cord-027133-kiyix3qd 172 75 environment environment NN cord-027133-kiyix3qd 173 1 A a DT cord-027133-kiyix3qd 173 2 comparison comparison NN cord-027133-kiyix3qd 173 3 of of IN cord-027133-kiyix3qd 173 4 time time NN cord-027133-kiyix3qd 173 5 series series NN cord-027133-kiyix3qd 173 6 databases database NNS cord-027133-kiyix3qd 173 7 for for IN cord-027133-kiyix3qd 173 8 storing store VBG cord-027133-kiyix3qd 173 9 water water NN cord-027133-kiyix3qd 173 10 quality quality NN cord-027133-kiyix3qd 173 11 data datum NNS cord-027133-kiyix3qd 173 12 Scalability scalability NN cord-027133-kiyix3qd 173 13 and and CC cord-027133-kiyix3qd 173 14 robustness robustness NN cord-027133-kiyix3qd 173 15 of of IN cord-027133-kiyix3qd 173 16 time time NN cord-027133-kiyix3qd 173 17 - - HYPH cord-027133-kiyix3qd 173 18 series series NN cord-027133-kiyix3qd 173 19 databases database NNS cord-027133-kiyix3qd 173 20 for for IN cord-027133-kiyix3qd 173 21 cloud cloud NN cord-027133-kiyix3qd 173 22 - - HYPH cord-027133-kiyix3qd 173 23 native native JJ cord-027133-kiyix3qd 173 24 monitoring monitoring NN cord-027133-kiyix3qd 173 25 of of IN cord-027133-kiyix3qd 173 26 industrial industrial JJ cord-027133-kiyix3qd 173 27 processes process NNS cord-027133-kiyix3qd 174 1 A a DT cord-027133-kiyix3qd 174 2 review review NN cord-027133-kiyix3qd 174 3 on on IN cord-027133-kiyix3qd 174 4 air air NN cord-027133-kiyix3qd 174 5 quality quality NN cord-027133-kiyix3qd 174 6 indexing indexing NN cord-027133-kiyix3qd 174 7 system system NN cord-027133-kiyix3qd 174 8 PostgreSQL PostgreSQL NNP cord-027133-kiyix3qd 174 9 for for IN cord-027133-kiyix3qd 174 10 time time NN cord-027133-kiyix3qd 174 11 - - HYPH cord-027133-kiyix3qd 174 12 series series NN cord-027133-kiyix3qd 174 13 : : : cord-027133-kiyix3qd 174 14 20x 20x CD cord-027133-kiyix3qd 174 15 higher high JJR cord-027133-kiyix3qd 174 16 inserts insert NNS cord-027133-kiyix3qd 175 1 , , , cord-027133-kiyix3qd 175 2 2000x 2000x CD cord-027133-kiyix3qd 175 3 faster fast JJR cord-027133-kiyix3qd 175 4 deletes delete NNS cord-027133-kiyix3qd 175 5 , , , cord-027133-kiyix3qd 175 6 1.2x-14,000x 1.2x-14,000x CD cord-027133-kiyix3qd 175 7 faster fast JJR cord-027133-kiyix3qd 175 8 queries query NNS cord-027133-kiyix3qd 175 9 Air air NN cord-027133-kiyix3qd 175 10 quality quality NN cord-027133-kiyix3qd 175 11 monitoring monitoring NN cord-027133-kiyix3qd 175 12 system system NN cord-027133-kiyix3qd 175 13 and and CC cord-027133-kiyix3qd 175 14 benchmarking benchmarke VBG cord-027133-kiyix3qd 175 15 Fog Fog NNP cord-027133-kiyix3qd 175 16 computing computing NN cord-027133-kiyix3qd 175 17 - - HYPH cord-027133-kiyix3qd 175 18 based base VBN cord-027133-kiyix3qd 175 19 IoT IoT NNP cord-027133-kiyix3qd 175 20 for for IN cord-027133-kiyix3qd 175 21 health health NN cord-027133-kiyix3qd 175 22 monitoring monitoring NN cord-027133-kiyix3qd 175 23 system system NN cord-027133-kiyix3qd 175 24 Benchmarking Benchmarking NNP cord-027133-kiyix3qd 175 25 database database NN cord-027133-kiyix3qd 175 26 systems system NNS cord-027133-kiyix3qd 175 27 for for IN cord-027133-kiyix3qd 175 28 the the DT cord-027133-kiyix3qd 175 29 requirements requirement NNS cord-027133-kiyix3qd 175 30 of of IN cord-027133-kiyix3qd 175 31 sensor sensor NN cord-027133-kiyix3qd 175 32 readings reading NNS cord-027133-kiyix3qd 175 33 Performance Performance NNP cord-027133-kiyix3qd 175 34 evaluation evaluation NN cord-027133-kiyix3qd 175 35 of of IN cord-027133-kiyix3qd 175 36 time time NN cord-027133-kiyix3qd 175 37 series series NN cord-027133-kiyix3qd 175 38 databases database NNS cord-027133-kiyix3qd 175 39 based base VBN cord-027133-kiyix3qd 175 40 on on IN cord-027133-kiyix3qd 175 41 energy energy NN cord-027133-kiyix3qd 175 42 consumption consumption NN cord-027133-kiyix3qd 175 43 Optimize Optimize NNP cord-027133-kiyix3qd 175 44 cloud cloud NN cord-027133-kiyix3qd 175 45 computations computation NNS cord-027133-kiyix3qd 175 46 using use VBG cord-027133-kiyix3qd 175 47 edge edge NN cord-027133-kiyix3qd 175 48 computing compute VBG cord-027133-kiyix3qd 175 49 Overview Overview NNP cord-027133-kiyix3qd 175 50 of of IN cord-027133-kiyix3qd 175 51 time time NNP cord-027133-kiyix3qd 175 52 series series NN cord-027133-kiyix3qd 175 53 storage storage NN cord-027133-kiyix3qd 175 54 and and CC cord-027133-kiyix3qd 175 55 processing processing NN cord-027133-kiyix3qd 175 56 in in IN cord-027133-kiyix3qd 175 57 a a DT cord-027133-kiyix3qd 175 58 cloud cloud NN cord-027133-kiyix3qd 175 59 environment environment NN cord-027133-kiyix3qd 175 60 Advanced Advanced NNP cord-027133-kiyix3qd 175 61 eBusiness eBusiness NNP cord-027133-kiyix3qd 175 62 Transactions Transactions NNP cord-027133-kiyix3qd 175 63 for for IN cord-027133-kiyix3qd 175 64 B2B b2b JJ cord-027133-kiyix3qd 175 65 - - HYPH cord-027133-kiyix3qd 175 66 Collaborations collaboration NNS