Alexander Renz-Wieland

According to our database, Alexander Renz-Wieland authored at least 9 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Adaptive parameter servers.

Alexander Renz-Wieland

PhD thesis, 2023

Good Intentions: Adaptive Parameter Management via Intent Signaling.

Alexander Renz-Wieland, Andreas Kieslinger, Robert Gericke, Rainer Gemulla, Zoi Kaoudi, Volker Markl

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

Good Intentions: Adaptive Parameter Servers via Intent Signaling.

Alexander Renz-Wieland, Andreas Kieslinger, Robert Gericke, Rainer Gemulla, Zoi Kaoudi, Volker Markl

CoRR, 2022

NuPS: A Parameter Server for Machine Learning with Non-Uniform Parameter Access.

Alexander Renz-Wieland, Rainer Gemulla, Zoi Kaoudi, Volker Markl

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

2021

Just Move It! Dynamic Parameter Allocation in Action.

Alexander Renz-Wieland, Tobias Drobisch, Zoi Kaoudi, Rainer Gemulla, Volker Markl

Proc. VLDB Endow., 2021

Replicate or Relocate? Non-Uniform Access in Parameter Servers.

Alexander Renz-Wieland, Rainer Gemulla, Zoi Kaoudi, Volker Markl

CoRR, 2021

2020

Dynamic Parameter Allocation in Parameter Servers.

Alexander Renz-Wieland, Rainer Gemulla, Steffen Zeuch, Volker Markl

Proc. VLDB Endow., 2020

2019

Scalable Frequent Sequence Mining with Flexible Subsequence Constraints.

Alexander Renz-Wieland, Matthias Bertsch, Rainer Gemulla

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

The DESQ Framework for Declarative and Scalable Frequent Sequence Mining.

Kaustubh Beedkar, Rainer Gemulla, Alexander Renz-Wieland

Proceedings of the 49. Jahrestagung der Gesellschaft für Informatik, 50 Jahre Gesellschaft für Informatik, 2019