Sören Becker
Affiliations:- Technical University Berlin, Germany
According to our database1,
Sören Becker
authored at least 27 papers
between 2016 and 2024.
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Bibliography
2024
AudioMNIST: Exploring Explainable Artificial Intelligence for audio analysis on a simple benchmark.
J. Frankl. Inst., 2024
Swarmchestrate: Towards a Fully Decentralised Framework for Orchestrating Applications in the Cloud-to-Edge Continuum.
Proceedings of the Advanced Information Networking and Applications, 2024
2023
Towards a Peer-to-Peer Data Distribution Layer for Efficient and Collaborative Resource Optimization of Distributed Dataflow Applications.
Proceedings of the IEEE International Conference on Big Data, 2023
2022
Efficient Runtime Profiling for Black-box Machine Learning Services on Sensor Streams.
Proceedings of the 6th IEEE International Conference on Fog and Edge Computing, 2022
Proceedings of the IEEE International Conference on Data Mining Workshops, 2022
Network Emulation in Large-Scale Virtual Edge Testbeds: A Note of Caution and the Way Forward.
Proceedings of the IEEE International Conference on Cloud Engineering, 2022
Proceedings of the EdgeSys@EuroSys 2022: Proceedings of the 5th International Workshop on Edge Systems, Analytics and Networking, Rennes, France, April 5, 2022
Perona: Robust Infrastructure Fingerprinting for Resource-Efficient Big Data Analytics.
Proceedings of the IEEE International Conference on Big Data, 2022
Probabilistic Time Series Forecasting for Adaptive Monitoring in Edge Computing Environments.
Proceedings of the IEEE International Conference on Big Data, 2022
Federated Learning for Autoencoder-based Condition Monitoring in the Industrial Internet of Things.
Proceedings of the IEEE International Conference on Big Data, 2022
Leveraging Reinforcement Learning for Task Resource Allocation in Scientific Workflows.
Proceedings of the IEEE International Conference on Big Data, 2022
Proceedings of the IEEE International Conference on Big Data, 2022
2021
Proceedings of the IEEE International Performance, 2021
FORCE on Nextflow: Scalable Analysis of Earth Observation Data on Commodity Clusters.
Proceedings of the CIKM 2021 Workshops co-located with 30th ACM International Conference on Information and Knowledge Management (CIKM 2021), 2021
Towards a Cognitive Compute Continuum: An Architecture for Ad-Hoc Self-Managed Swarms.
Proceedings of the 21st IEEE/ACM International Symposium on Cluster, 2021
LOS: Local-Optimistic Scheduling of Periodic Model Training For Anomaly Detection on Sensor Data Streams in Meshed Edge Networks.
Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2021
2020
CoRR, 2020
Proceedings of the Seventh International Conference on Social Networks Analysis, 2020
Proceedings of the Seventh International Conference on Social Networks Analysis, 2020
Proceedings of the Service-Oriented and Cloud Computing, 2020
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
Proceedings of the 2020 IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2020
2019
Estimation of distortion sensitivity for visual quality prediction using a convolutional neural network.
Digit. Signal Process., 2019
2018
Interpreting and Explaining Deep Neural Networks for Classification of Audio Signals.
CoRR, 2018
Neural Network-Based Estimation of Distortion Sensitivity for Image Quality Prediction.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
2016
Proceedings of the Testbeds and Research Infrastructures for the Development of Networks and Communities, 2016