| Multi-source distributed system data for ai-powered analytics S Nedelkoski, J Bogatinovski, AK Mandapati, S Becker, J Cardoso, O Kao Service-Oriented and Cloud Computing: 8th IFIP WG 2.14 European Conference …, 2020 | 33 | 2020 |
| Towards aiops in edge computing environments S Becker, F Schmidt, A Gulenko, A Acker, O Kao 2020 IEEE International Conference on Big Data (Big Data), 3470-3475, 2020 | 23 | 2020 |
| FORCE on Nextflow: Scalable Analysis of Earth Observation Data on Commodity Clusters. F Lehmann, D Frantz, S Becker, U Leser, P Hostert CIKM Workshops, 2021 | 20 | 2021 |
| Edgepier: P2p-based container image distribution in edge computing environments S Becker, F Schmidt, O Kao 2021 IEEE International Performance, Computing, and Communications …, 2021 | 17 | 2021 |
| Towards a cognitive compute continuum: An architecture for ad-hoc self-managed swarms AJ Ferrer, S Becker, F Schmidt, L Thamsen, O Kao 2021 IEEE/ACM 21st International Symposium on Cluster, Cloud and Internet …, 2021 | 15 | 2021 |
| Towards advanced monitoring for scientific workflows J Bader, J Witzke, S Becker, A Lößer, F Lehmann, L Doehler, AD Vu, ... 2022 IEEE International Conference on Big Data (Big Data), 2709-2715, 2022 | 6 | 2022 |
| Los: Local-optimistic scheduling of periodic model training for anomaly detection on sensor data streams in meshed edge networks S Becker, F Schmidt, L Thamsen, AJ Ferrer, O Kao 2021 IEEE International Conference on Autonomic Computing and Self …, 2021 | 6 | 2021 |
| Resource efficient algorithms for message sampling in online social networks L Burchard, DT Schroeder, S Becker, J Langguth 2020 Seventh International Conference on Social Networks Analysis …, 2020 | 6 | 2020 |
| A scalable system for bundling online social network mining research L Burchard, DT Schroeder, K Pogorelov, S Becker, E Dietrich, P Filkukova, ... 2020 Seventh International Conference on Social Networks Analysis …, 2020 | 6 | 2020 |
| Bitflow: An in situ stream processing framework A Gulenko, A Acker, F Schmidt, S Becker, O Kao 2020 IEEE International Conference on Autonomic Computing and Self …, 2020 | 6 | 2020 |
| Sensor Artificial Intelligence and its Application to Space Systems--A White Paper A Börner, HW Hübers, O Kao, F Schmidt, S Becker, J Denzler, D Matolin, ... arXiv preprint arXiv:2006.08368, 2020 | 6 | 2020 |
| Network emulation in large-scale virtual edge testbeds: A note of caution and the way forward S Becker, T Pfandzelter, N Japke, D Bermbach, O Kao 2022 IEEE International Conference on Cloud Engineering (IC2E), 1-7, 2022 | 5 | 2022 |
| Leveraging reinforcement learning for task resource allocation in scientific workflows J Bader, N Zunker, S Becker, O Kao 2022 IEEE International Conference on Big Data (Big Data), 3714-3719, 2022 | 3 | 2022 |
| Efficient runtime profiling for black-box machine learning services on sensor streams S Becker, D Scheinert, F Schmidt, O Kao 2022 IEEE 6th International Conference on Fog and Edge Computing (ICFEC), 88-93, 2022 | 3 | 2022 |
| Federated learning for autoencoder-based condition monitoring in the industrial internet of things S Becker, K Styp-Rekowski, OVL Stoll, O Kao 2022 IEEE International Conference on Big Data (Big Data), 5424-5433, 2022 | 2 | 2022 |
| Perona: Robust infrastructure fingerprinting for resource-efficient big data analytics D Scheinert, S Becker, J Bader, L Thamsen, J Will, O Kao 2022 IEEE International Conference on Big Data (Big Data), 209-216, 2022 | 2 | 2022 |
| Syncmesh: improving data locality for function-as-a-service in meshed edge networks D Habenicht, K Kreutz, S Becker, J Bader, L Thamsen, O Kao Proceedings of the 5th International Workshop on Edge Systems, Analytics and …, 2022 | 2 | 2022 |
| The ASCETiC Testbed-An Energy Efficient Cloud Computing Environment M Körner, A Stanik, O Kao, M Wallschläger, S Becker Testbeds and Research Infrastructures for the Development of Networks and …, 2017 | 2 | 2017 |
| Towards a Peer-to-Peer Data Distribution Layer for Efficient and Collaborative Resource Optimization of Distributed Dataflow Applications D Scheinert, S Becker, J Will, L Englaender, L Thamsen 2023 IEEE International Conference on Big Data (BigData), 2339-2345, 2023 | | 2023 |
