Andrea Burattin

Associate Professor
Technical University of Denmark


Streaming Process Mining with Beamline

A. Burattin
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 Proceedings of the ICPM Doctoral Consortium and Demo Track 2022 co-located with 4th International Conference on Process Mining; October 2022.

Latest website update: 18 March 2023.