Soeren Becker

Publication Activity (10 Years)

Years Active: 2022-2022
Publications (10 Years): 6

Top Topics

Scientific Workflows

Resource Allocation

Big Data Analytics

Condition Monitoring

Top Venues

ICDM (Workshops)

Publications

Soeren Becker, Kevin Styp-Rekowski, Oliver Vincent Leon Stoll, Odej Kao
Federated Learning for Autoencoder-based Condition Monitoring in the Industrial Internet of Things. Big Data (2022)
Dominik Scheinert, Babak Sistani Zadeh Aghdam, Soeren Becker, Odej Kao, Lauritz Thamsen
Probabilistic Time Series Forecasting for Adaptive Monitoring in Edge Computing Environments. Big Data (2022)
Dominik Scheinert, Soeren Becker, Jonathan Bader, Lauritz Thamsen, Jonathan Will, Odej Kao
Perona: Robust Infrastructure Fingerprinting for Resource-Efficient Big Data Analytics. Big Data (2022)
Jonathan Bader, Kevin Styp-Rekowski, Leon Doehler, Soeren Becker, Odei Kao
Macaw: The Machine Learning Magnetometer Calibration Workflow. ICDM (Workshops) (2022)
Jonathan Bader, Nicolas Zunker, Soeren Becker, Odej Kao
Leveraging Reinforcement Learning for Task Resource Allocation in Scientific Workflows. Big Data (2022)
Jonathan Bader, Joel Witzke, Soeren Becker, Ansgar Lößer, Fabian Lehmann, Leon Doehler, Anh Duc Vu, Odej Kao
Towards Advanced Monitoring for Scientific Workflows. Big Data (2022)