Soeren Becker

32 papers B 7C 2Journal 15Unranked 7
YearRankTypeTitle / Venue / Authors
2026 — conf
Beyond Microservices: Testing Web-Scale RCA Methods on GPU-Driven LLM Workloads.
ICPE Companion
Dominik Scheinert, Alexander Acker, Thorsten Wittkopp, Soeren Becker, Hamza Yous, Karnakar Reddy, Ibrahim Farhat, Hakim Hacid, Odej Kao
2025 — —
A layered architecture for decentralized computing in the edge-cloud continuum.
Soeren Becker
2025 — conf
From Intentions to Actions: Workflow Generation with LLMs for Robots.
FLLM
Justus Flerlage, Alexander Acker, Dominik Scheinert, Soeren Becker, Hamza Yous, Karnakar Reddy, Ibrahim Farhat, Hakim Hacid, Odej Kao
2024 B conf
Measuring Application Interference With System-Level Instrumentation.
IEEE Big Data
Soeren Becker, Robin Goegge, Odej Kao
2022 C conf
Efficient Runtime Profiling for Black-box Machine Learning Services on Sensor Streams.
ICFEC
Soeren Becker, Dominik Scheinert, Florian Schmidt, Odej Kao
2022 J jnl
Efficient Runtime Profiling for Black-box Machine Learning Services on Sensor Streams.
CoRR
Soeren Becker, Dominik Scheinert, Florian Schmidt, Odej Kao
2022 B conf
Federated Learning for Autoencoder-based Condition Monitoring in the Industrial Internet of Things.
IEEE Big Data
Soeren Becker, Kevin Styp-Rekowski, Oliver Vincent Leon Stoll, Odej Kao
2022 J jnl
Federated Learning for Autoencoder-based Condition Monitoring in the Industrial Internet of Things.
CoRR
Soeren Becker, Kevin Styp-Rekowski, Oliver Vincent Leon Stoll, Odej Kao
2022 B conf
Leveraging Reinforcement Learning for Task Resource Allocation in Scientific Workflows.
IEEE Big Data
Jonathan Bader, Nicolas Zunker, Soeren Becker, Odej Kao
2022 J jnl
Leveraging Reinforcement Learning for Task Resource Allocation in Scientific Workflows.
CoRR
Jonathan Bader, Nicolas Zunker, Soeren Becker, Odej Kao
2022 — conf
Macaw: The Machine Learning Magnetometer Calibration Workflow.
ICDM (Workshops)
Jonathan Bader, Kevin Styp-Rekowski, Leon Doehler, Soeren Becker, Odej Kao
2022 J jnl
Macaw: The Machine Learning Magnetometer Calibration Workflow.
CoRR
Jonathan Bader, Kevin Styp-Rekowski, Leon Doehler, Soeren Becker, Odej Kao
2022 B conf
Network Emulation in Large-Scale Virtual Edge Testbeds: A Note of Caution and the Way Forward.
IC2E
Soeren Becker, Tobias Pfandzelter, Nils Japke, David Bermbach, Odej Kao
2022 J jnl
Network Emulation in Large-Scale Virtual Edge Testbeds: A Note of Caution and the Way Forward.
CoRR
Soeren Becker, Tobias Pfandzelter, Nils Japke, David Bermbach, Odej Kao
2022 B conf
Perona: Robust Infrastructure Fingerprinting for Resource-Efficient Big Data Analytics.
IEEE Big Data
Dominik Scheinert, Soeren Becker, Jonathan Bader, Lauritz Thamsen, Jonathan Will, Odej Kao
2022 J jnl
Perona: Robust Infrastructure Fingerprinting for Resource-Efficient Big Data Analytics.
CoRR
Dominik Scheinert, Soeren Becker, Jonathan Bader, Lauritz Thamsen, Jonathan Will, Odej Kao
2022 B conf
Probabilistic Time Series Forecasting for Adaptive Monitoring in Edge Computing Environments.
IEEE Big Data
Dominik Scheinert, Babak Sistani Zadeh Aghdam, Soeren Becker, Odej Kao, Lauritz Thamsen
2022 J jnl
Probabilistic Time Series Forecasting for Adaptive Monitoring in Edge Computing Environments.
CoRR
Dominik Scheinert, Babak Sistani Zadeh Aghdam, Soeren Becker, Odej Kao, Lauritz Thamsen
2022 J jnl
SyncMesh: Improving Data Locality for Function-as-a-Service in Meshed Edge Networks.
CoRR
Daniel Habenicht, Kevin Kreutz, Soeren Becker, Jonathan Bader, Lauritz Thamsen, Odej Kao
2022 — conf
SyncMesh: improving data locality for function-as-a-service in meshed edge networks.
EdgeSys@EuroSys
Daniel Habenicht, Kevin Kreutz, Soeren Becker, Jonathan Bader, Lauritz Thamsen, Odej Kao
2022 B conf
Towards Advanced Monitoring for Scientific Workflows.
IEEE Big Data
Jonathan Bader, Joel Witzke, Soeren Becker, Ansgar Lößer, Fabian Lehmann, Leon Doehler, Anh Duc Vu, Odej Kao
2022 J jnl
Towards Advanced Monitoring for Scientific Workflows.
CoRR
Jonathan Bader, Joel Witzke, Soeren Becker, Ansgar Lößer, Fabian Lehmann, Leon Doehler, Anh Duc Vu, Odej Kao
2021 J jnl
Artificial Intelligence for IT Operations (AIOPS) Workshop White Paper.
CoRR
Jasmin Bogatinovski, Sasho Nedelkoski, Alexander Acker, Florian Schmidt, Thorsten Wittkopp, Soeren Becker, Jorge Cardoso, Odej Kao
2021 C conf
EdgePier: P2P-based Container Image Distribution in Edge Computing Environments.
IPCCC
Soeren Becker, Florian Schmidt, Odej Kao
2021 J jnl
EdgePier: P2P-based Container Image Distribution in Edge Computing Environments.
CoRR
Soeren Becker, Florian Schmidt, Odej Kao
2021 — conf
LOS: Local-Optimistic Scheduling of Periodic Model Training For Anomaly Detection on Sensor Data Streams in Meshed Edge Networks.
ACSOS
Soeren Becker, Florian Schmidt, Lauritz Thamsen, Ana Juan Ferrer, Odej Kao
2021 J jnl
LOS: Local-Optimistic Scheduling of Periodic Model Training For Anomaly Detection on Sensor Data Streams in Meshed Edge Networks.
CoRR
Soeren Becker, Florian Schmidt, Lauritz Thamsen, Ana Juan Ferrer, Odej Kao
2021 J jnl
Towards AIOps in Edge Computing Environments.
CoRR
Soeren Becker, Florian Schmidt, Anton Gulenko, Alexander Acker, Odej Kao
2021 J jnl
Towards a Cognitive Compute Continuum: An Architecture for Ad-Hoc Self-Managed Swarms.
CoRR
Ana Juan Ferrer, Soeren Becker, Florian Schmidt, Lauritz Thamsen, Odej Kao
2020 — conf
Multi-source Distributed System Data for AI-Powered Analytics.
ESOCC
Sasho Nedelkoski, Jasmin Bogatinovski, Ajay Kumar Mandapati, Soeren Becker, Jorge Cardoso, Odej Kao
2020 J jnl
Sensor Artificial Intelligence and its Application to Space Systems - A White Paper.
CoRR
Anko Börner, Heinz-Wilhelm Hübers, Odej Kao, Florian Schmidt, Soeren Becker, Joachim Denzler, Daniel Matolin, David Haber, Sergio Lucia, Wojciech Samek, Rudolph Triebel, Sascha Eichstädt, Felix Bießmann, Anna M. Kruspe, Peter Jung, Manon Kok, Guillermo Gallego, Ralf Berger
2020 — conf
Towards AIOps in Edge Computing Environments.
IEEE BigData
Soeren Becker, Florian Schmidt, Anton Gulenko, Alexander Acker, Odej Kao