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Jonathan Bader
Jonathan Bader
Bestätigte E-Mail-Adresse bei tu-berlin.de
Titel
Zitiert von
Zitiert von
Jahr
AuctionWhisk: Using an auction‐inspired approach for function placement in serverless fog platforms
D Bermbach, J Bader, J Hasenburg, T Pfandzelter, L Thamsen
Software: Practice and Experience 52 (5), 1143-1169, 2022
342022
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
242021
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
162021
Workflows community summit 2022: A roadmap revolution
RF da Silva, RM Badia, V Bala, D Bard, PT Bremer, I Buckley, ...
arXiv preprint arXiv:2304.00019, 2023
14*2023
Lotaru: Locally estimating runtimes of scientific workflow tasks in heterogeneous clusters
J Bader, F Lehmann, L Thamsen, J Will, U Leser, O Kao
Proceedings of the 34th International Conference on Scientific and …, 2022
112022
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
102022
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
102020
How workflow engines should talk to resource managers: A proposal for a common workflow scheduling interface
F Lehmann, J Bader, F Tschirpke, L Thamsen, U Leser
2023 IEEE/ACM 23rd International Symposium on Cluster, Cloud and Internet …, 2023
92023
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
92021
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
62022
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
62022
Lotaru: Locally predicting workflow task runtimes for resource management on heterogeneous infrastructures
J Bader, F Lehmann, L Thamsen, U Leser, O Kao
Future Generation Computer Systems 150, 171-185, 2024
42024
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
42022
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
42021
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
32022
Macaw: The machine learning magnetometer calibration workflow
J Bader, K Styp-Rekowski, L Doehler, S Becker, O Kao
2022 IEEE International Conference on Data Mining Workshops (ICDMW), 1095-1101, 2022
32022
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
22022
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
22022
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
12022
Predicting Dynamic Memory Requirements for Scientific Workflow Tasks
J Bader, N Diedrich, L Thamsen, O Kao
2023 IEEE International Conference on Big Data (BigData), 182-189, 2023
2023
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