Sören Becker

24 papers B 5Misc 2Journal 11Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Beyond Microservices: Testing Web-Scale RCA Methods on GPU-Driven LLM Workloads.
CoRR
Dominik Scheinert, Alexander Acker, Thorsten Wittkopp, Sören Becker, Hamza Yous, Karnakar Reddy, Ibrahim Farhat, Hakim Hacid, Odej Kao
2026 J jnl
Distributed LLM Pretraining During Renewable Curtailment Windows: A Feasibility Study.
CoRR
Philipp Wiesner, Sören Becker, Brett Cornick, Dominik Scheinert, Alexander Acker, Odej Kao
2025 J jnl
Distributed Low-Communication Training with Decoupled Momentum Optimization.
CoRR
Sasho Nedelkoski, Alexander Acker, Odej Kao, Sören Becker, Dominik Scheinert
2025 J jnl
Predicting the Performance of Scientific Workflow Tasks for Cluster Resource Management: An Overview of the State of the Art.
CoRR
Jonathan Bader, Kathleen West, Sören Becker, Svetlana Kulagina, Fabian Lehmann, Lauritz Thamsen, Henning Meyerhenke, Odej Kao
2025 J jnl
WOW: Workflow-Aware Data Movement and Task Scheduling for Dynamic Scientific Workflows.
CoRR
Fabian Lehmann, Jonathan Bader, Friedrich Tschirpke, Ninon De Mecquenem, Ansgar Lößer, Sören Becker, Katarzyna Ewa Lewinska, Lauritz Thamsen, Ulf Leser
2025 J jnl
What happens when nanochat meets DiLoCo?
CoRR
Alexander Acker, Sören Becker, Sasho Nedelkoski, Dominik Scheinert, Odej Kao, Philipp Wiesner
2024 J jnl
AudioMNIST: Exploring Explainable Artificial Intelligence for audio analysis on a simple benchmark.
J. Frankl. Inst.
Sören Becker, Johanna Vielhaben, Marcel Ackermann, Klaus-Robert Müller, Sebastian Lapuschkin, Wojciech Samek
2024 — conf
Swarmchestrate: Towards a Fully Decentralised Framework for Orchestrating Applications in the Cloud-to-Edge Continuum.
AINA (5)
Tamás Kiss, Amjad Ullah, Gábor Terstyánszky, Odej Kao, Sören Becker, Yiannis Verginadis, Antonis Michalas, Vlado Stankovski, Attila Kertész, Elisa Ricci, Jörn Altmann, Bernhard Egger, Francesco Tusa, József Kovács, Róbert Lovas
2023 B conf
Towards a Peer-to-Peer Data Distribution Layer for Efficient and Collaborative Resource Optimization of Distributed Dataflow Applications.
IEEE Big Data
Dominik Scheinert, Sören Becker, Jonathan Will, Luis Englaender, Lauritz Thamsen
2023 J jnl
Towards a Peer-to-Peer Data Distribution Layer for Efficient and Collaborative Resource Optimization of Distributed Dataflow Applications.
CoRR
Dominik Scheinert, Sören Becker, Jonathan Will, Luis Englaender, Lauritz Thamsen
2021 B conf
Curiously Effective Features For Image Quality Prediction.
ICIP
Sören Becker, Thomas Wiegand, Sebastian Bosse
2021 J jnl
Curiously Effective Features for Image Quality Prediction.
CoRR
Sören Becker, Thomas Wiegand, Sebastian Bosse
2021 — conf
FORCE on Nextflow: Scalable Analysis of Earth Observation Data on Commodity Clusters.
CIKM Workshops
Fabian Lehmann, David Frantz, Sören Becker, Ulf Leser, Patrick Hostert
2021 B conf
Towards a Cognitive Compute Continuum: An Architecture for Ad-Hoc Self-Managed Swarms.
CCGRID
Ana Juan Ferrer, Sören Becker, Florian Schmidt, Lauritz Thamsen, Odej Kao
2020 — conf
A Scalable System for Bundling Online Social Network Mining Research.
SNAMS
Luk Burchard, Daniel Thilo Schroeder, Konstantin Pogorelov, Sören Becker, Emily Dietrich, Petra Filkuková, Johannes Langguth
2020 — conf
Bitflow: An In Situ Stream Processing Framework.
ACSOS Companion
Anton Gulenko, Alexander Acker, Florian Schmidt, Sören Becker, Odej Kao
2020 — conf
Resource Efficient Algorithms for Message Sampling in Online Social Networks.
SNAMS
Luk Burchard, Daniel Thilo Schroeder, Sören Becker, Johannes Langguth
2020 Misc conf
Xpsnr: A Low-Complexity Extension of The Perceptually Weighted Peak Signal-To-Noise Ratio For High-Resolution Video Quality Assessment.
ICASSP
Christian R. Helmrich, Mischa Siekmann, Sören Becker, Sebastian Bosse, Detlev Marpe, Thomas Wiegand
2019 — conf
A Neural Network Model of Spatial Distortion Sensitivity for Video Quality Estimation.
MLSP
Sören Becker, Klaus-Robert Müller, Thomas Wiegand, Sebastian Bosse
2019 J jnl
Estimation of distortion sensitivity for visual quality prediction using a convolutional neural network.
Digit. Signal Process.
Sebastian Bosse, Sören Becker, Klaus-Robert Müller, Wojciech Samek, Thomas Wiegand
2019 B conf
Neural Network Guided Perceptually Optimized Bit-Allocation for Block-Based Image and Video Compression.
ICIP
Sebastian Bosse, Michael Dietzel, Sören Becker, Christian R. Helmrich, Mischa Siekmann, Heiko Schwarz, Detlev Marpe, Thomas Wiegand
2018 J jnl
Interpreting and Explaining Deep Neural Networks for Classification of Audio Signals.
CoRR
Sören Becker, Marcel Ackermann, Sebastian Lapuschkin, Klaus-Robert Müller, Wojciech Samek
2018 B conf
Neural Network-Based Estimation of Distortion Sensitivity for Image Quality Prediction.
ICIP
Sebastian Bosse, Sören Becker, Zacharias V. Fisches, Wojciech Samek, Thomas Wiegand
2016 Misc conf
The ASCETiC Testbed - An Energy Efficient Cloud Computing Environment.
TRIDENTCOM
Marc Körner, Alexander Stanik, Odej Kao, Marcel Wallschläger, Sören Becker