id	author	title	date	pages	extension	mime	words	sentences	flesch	summary	cache	txt
cord-025289-lhjn97f7	Zehnder, Philipp	StreamPipes Connect: Semantics-Based Edge Adapters for the IIoT	2020-05-07		.txt	text/plain	4816	290	61	To mitigate these challenges, we present StreamPipes Connect, targeted at domain experts to ingest, harmonize, and share time series data as part of our industry-proven open source IIoT analytics toolbox StreamPipes. Our main contributions are (i) a semantic adapter model including automated transformation rules for pre-processing, and (ii) a distributed architecture design to instantiate adapters at edge nodes where the data originates. The goal of this paper is to simplify the process of connecting new sources, harmonize data, as well as to utilize semantic meta-information about its meaning, by providing a system with a graphical user interface (GUI). Based on this model, adapters are instantiated, to connect and harmonize data according to pre-processing rules applied to each incoming event. Generated adapters connect to the configured data sources and pre-process data directly at the edge by applying pipelines consisting of user-defined transformation rules.	./cache/cord-025289-lhjn97f7.txt	./txt/cord-025289-lhjn97f7.txt