| A2Log: attentive augmented log anomaly detection T Wittkopp, A Acker, S Nedelkoski, J Bogatinovski, D Scheinert, W Fan, ... Hawaii international Conference on System Sciences 55 (HICSS), 1853-1862, 2021 | 32 | 2021 |
| Decentralized federated learning preserves model and data privacy T Wittkopp, A Acker International Conference on Service-Oriented Computing, 176-187, 2020 | 27 | 2020 |
| Artificial intelligence for it operations (aiops) workshop white paper J Bogatinovski, S Nedelkoski, A Acker, F Schmidt, T Wittkopp, S Becker, ... arXiv preprint arXiv:2101.06054, 2021 | 18 | 2021 |
| Bellamy: Reusing performance models for distributed dataflow jobs across contexts D Scheinert, L Thamsen, H Zhu, J Will, A Acker, T Wittkopp, O Kao 2021 IEEE International Conference on Cluster Computing (CLUSTER), 261-270, 2021 | 16 | 2021 |
| Loglab: attention-based labeling of log data anomalies via weak supervision T Wittkopp, P Wiesner, D Scheinert, A Acker International Conference on Service-Oriented Computing, 700-707, 2021 | 12 | 2021 |
| On the potential of execution traces for batch processing workload optimization in public clouds D Scheinert, A Alamgiralem, J Bader, J Will, T Wittkopp, L Thamsen 2021 IEEE International Conference on Big Data (Big Data), 3113-3118, 2021 | 11 | 2021 |
| Cucumber: Renewable-aware admission control for delay-tolerant cloud and edge workloads P Wiesner, D Scheinert, T Wittkopp, L Thamsen, O Kao European Conference on Parallel Processing, 218-232, 2022 | 10 | 2022 |
| PULL: Reactive log anomaly detection based on iterative PU learning T Wittkopp, D Scheinert, P Wiesner, A Acker, O Kao arXiv preprint arXiv:2301.10681, 2023 | 8 | 2023 |
| A taxonomy of anomalies in log data T Wittkopp, P Wiesner, D Scheinert, O Kao International Conference on Service-Oriented Computing, 153-164, 2021 | 8 | 2021 |
| Karasu: A collaborative approach to efficient cluster configuration for big data analytics D Scheinert, P Wiesner, T Wittkopp, L Thamsen, J Will, O Kao 2023 IEEE International Performance, Computing, and Communications …, 2023 | 5 | 2023 |
| Superiority of simplicity: A lightweight model for network device workload prediction A Acker, T Wittkopp, S Nedelkoski, J Bogatinovski, O Kao 2020 15th Conference on Computer Science and Information Systems (FedCSIS), 7-10, 2020 | 4 | 2020 |
| Progressing from Anomaly Detection to Automated Log Labeling and Pioneering Root Cause Analysis T Wittkopp, A Acker, O Kao 2023 IEEE International Conference on Data Mining Workshops (ICDMW), 1231-1239, 2023 | 3 | 2023 |
| LogRCA: Log-based Root Cause Analysis for Distributed Services T Wittkopp, P Wiesner, O Kao European Conference on Parallel Processing, 362-376, 2024 | 2 | 2024 |
| A layered architecture for log analysis in complex IT systems T Wittkopp | | 2024 |
| Conference on Computer Science and Information Systems HG Fill, A Acker, T Wittkopp, S Nedelkoski, J Bogatinovski, O Kao, ... | | |
Odej KaoProfessor of Computer Science, TU BerlinAdresse e-mail validée de tu-berlin.de