| Tarema: Adaptive Resource Allocation for Scalable Scientific Workflows in Heterogeneous Clusters J Bader, L Thamsen, S Kulagina, J Will, H Meyerhenke, O Kao 2021 IEEE International Conference on Big Data (Big Data), 65-75, 2021 | 24 | 2021 |
| C3O: Collaborative Cluster Configuration Optimization for Distributed Data Processing in Public Clouds J Will, L Thamsen, D Scheinert, J Bader, O Kao 2021 IEEE International Conference on Cloud Engineering (IC2E), 43-52, 2021 | 16 | 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 | 14 | 2021 |
| Dependable IoT Data Stream Processing for Monitoring and Control of Urban Infrastructures MK Geldenhuys, J Will, BJJ Pfister, M Haug, A Scharmann, L Thamsen 2021 IEEE International Conference on Cloud Engineering (IC2E), 244-250, 2021 | 14 | 2021 |
| Lotaru: Locally Estimating Runtimes of Scientific Workflow Tasks in Heterogeneous Clusters J Bader, F Lehmann, L Thamsen, J Will, U Leser, O Kao 2022 International Conference on Scientific and Statistical Database …, 2022 | 12 | 2022 |
| Reshi: Recommending Resources for Scientific Workflow Tasks on Heterogeneous Infrastructures J Bader, F Lehmann, A Groth, L Thamsen, D Scheinert, J Will, U Leser, ... 2022 IEEE International Performance, Computing, and Communications …, 2022 | 10 | 2022 |
| Enel: Context-Aware Dynamic Scaling of Distributed Dataflow Jobs Using Graph Propagation D Scheinert, H Zhu, L Thamsen, MK Geldenhuys, J Will, A Acker, O Kao 2021 IEEE International Performance, Computing, and Communications …, 2021 | 10 | 2021 |
| Towards Collaborative Optimization of Cluster Configurations for Distributed Dataflow jobs J Will, J Bader, L Thamsen 2020 IEEE International Conference on Big Data (Big Data), 2851-2856, 2020 | 10 | 2020 |
| 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 | 9 | 2021 |
| Get Your Memory Right: The Crispy Resource Allocation Assistant for Large-Scale Data Processing J Will, L Thamsen, J Bader, D Scheinert, O Kao 2022 IEEE International Conference on Cloud Engineering (IC2E), 58-66, 2022 | 6 | 2022 |
| Ruya: Memory-Aware Iterative Optimization of Cluster Configurations for Big Data Processing J Will, L Thamsen, J Bader, D Scheinert, O Kao 2022 IEEE International Conference on Big Data (Big Data), 161-169, 2022 | 4 | 2022 |
| Training Data Reduction for Performance Models of Data Analytics Jobs in the Cloud J Will, O Arslan, J Bader, D Scheinert, L Thamsen 2021 IEEE International Conference on Big Data (Big Data), 3141-3146, 2021 | 4 | 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 | 3 | 2023 |
| 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), 2022 | 2 | 2022 |
| Collaborative cluster configuration for distributed data-parallel processing: A research overview L Thamsen, D Scheinert, J Will, J Bader, O Kao Datenbank-Spektrum 22 (2), 143-151, 2022 | 1 | 2022 |
| Privacy-Preserving Sharing of Data Analytics Runtime Metrics for Performance Modeling J Will, D Scheinert, J Bode, C Kring, S Zunzer, L Thamsen 2024 International Conference on Performance Engineering (ICPE), 2024 | | 2024 |
| 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 2022 IEEE International Conference on Big Data (Big Data), 2023 | | 2023 |
| Selecting Efficient Cluster Resources for Data Analytics: When and How to Allocate for In-Memory Processing? J Will, L Thamsen, D Scheinert, O Kao 2023 International Conference on Scientific and Statistical Database …, 2023 | | 2023 |
| IC2E 2021 J Bader, I Behnke, M Geldenhuys, J Hasenburg, S Henning, ... | | 2021 |
| Compressed Sensing of Field-resolved Molecular Fingerprint Beyond the Nyquist Frequency H Fattahi, K Scheffter, J Will, C Riek, H Jousselin, N Forget Ultrafast Science, 0 | | |
Lauritz ThamsenLecturer in Computer Systems, University of GlasgowEmail verificata su glasgow.ac.uk
