Streaming Process Mining with Beamline

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Abstract

Beamline is a Java framework designed to facilitate the prototyping and development of streamingprocess mining algorithms. The framework is designed on top of Apache Flink which makes it suitablefor extremely efficient computation due to its distributed and stateful nature. Beamline consists ofboth algorithms as well as data structures, sources, and sinks to facilitate the development of processmining applications. The framework is licensed with Apache-2.0 and its companion website https://www.beamline.cloud contains real-life examples on actual live data and all the system’s documentation.
Original languageEnglish
Title of host publicationProceedings of the ICPM Doctoral Consortium and Demo Track 2022
Number of pages5
PublisherCEUR-WS
Publication date2022
Article number16
Publication statusPublished - 2022
EventICPM 2022 Demo Track - Free University of Bozen-Bolzano:, Bozen-Bolzano, Italy
Duration: 23 Oct 202228 Oct 2022
https://icpmconference.org/2022/

Conference

ConferenceICPM 2022 Demo Track
LocationFree University of Bozen-Bolzano:
Country/TerritoryItaly
CityBozen-Bolzano
Period23/10/202228/10/2022
Internet address
SeriesCEUR Workshop Proceedings
Volume3299
ISSN1613-0073

Keywords

  • Streaming process mining
  • Apache Flink
  • Event stream

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