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Alexander Renz-Wieland
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Dynamic parameter allocation in parameter servers
A Renz-Wieland, R Gemulla, S Zeuch, V Markl
arXiv preprint arXiv:2002.00655, 2020
162020
Nups: A parameter server for machine learning with non-uniform parameter access
A Renz-Wieland, R Gemulla, Z Kaoudi, V Markl
Proceedings of the 2022 International Conference on Management of Data, 481-495, 2022
142022
Scalable frequent sequence mining with flexible subsequence constraints
A Renz-Wieland, M Bertsch, R Gemulla
2019 IEEE 35th International Conference on Data Engineering (ICDE), 1490-1501, 2019
62019
Just move it! dynamic parameter allocation in action
A Renz-Wieland, T Drobisch, Z Kaoudi, R Gemulla, V Markl
Proceedings of the VLDB Endowment 14 (12), 2707-2710, 2021
32021
Airport quality: holding and go-arounds
A Renz-Wieland, H Wallenburg
Technical Report, 2016
22016
Good Intentions: Adaptive Parameter Servers via Intent Signaling
A Renz-Wieland, A Kieslinger, R Gericke, R Gemulla, Z Kaoudi, V Markl
CoRR abs/2206.00470 (cit. on p. 4), 2022
12022
Good intentions: adaptive parameter management via intent signaling
A Renz-Wieland, A Kieslinger, R Gericke, R Gemulla, Z Kaoudi, V Markl
Proceedings of the 32nd ACM International Conference on Information and …, 2023
2023
Replicate or Relocate? Non-Uniform Access in Parameter Servers.
A Renz-Wieland, R Gemulla, Z Kaoudi, V Markl
CoRR, 2021
2021
The DESQ framework for declarative and scalable frequent sequence mining
K Beedkar, R Gemulla, A Renz-Wieland
Gesellschaft für Informatik eV, 2019
2019
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Articles 1–9