Andrea Burattin, Ph.D.

Associate Professor, Technical University of Denmark

Streaming Process Mining with Beamline

Abstract

Beamline is a Java framework designed to facilitate the prototyping and development of streaming process mining algorithms. The framework is designed on top of Apache Flink which makes it suitable for extremely efficient computation due to its distributed and stateful nature. Beamline consists of both algorithms as well as data structures, sources, and sinks to facilitate the development of process mining 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.

Paper Information and Files

In Demo Proceedings of ICPM; October 2022.