Benjamin David Schichtholz, M.Sc.
- PhD Student
- Room: 5.07
CS 01.99 - benjamin schichtholz ∂does-not-exist.kit edu
Forschungsbereich Telematik
Institut für Telematik
Karlsruher Institut für Technologie (KIT)
Gebäude 01.99
Kaiserstraße 40
D-76133 Karlsruhe
Research Interests
- ML-based Traffic Engineering for Wide-Area-Networks
- Application of Supervised Learning and Reinforcement Learning to Traffic Engineering
- Distributed ML-based Traffic Engineering approaches
- Collective Communications for ML Training Traffic
- Application of Traffic Engineering mechanisms to improve traffic generated by ML training
- Improving utilization and training speed of distributed GPU clusters
Publications
ReP2P Matrix: Decentralized Relays to Improve Reliability and Performance of Peer-to-Peer Matrix
Schichtholz, B. D.; Bless, R.; Jacob, F.; Hartenstein, H.; Zitterbart, M.
2024. Proceedings of the ACM Conext-2024 Workshop on the Decentralization of the Internet (DIN ’24), Los Angeles, CA, USA, December 9–12, 2024, Association for Computing Machinery (ACM). doi:10.1145/3694809.3700741
Schichtholz, B. D.; Bless, R.; Jacob, F.; Hartenstein, H.; Zitterbart, M.
2024. Proceedings of the ACM Conext-2024 Workshop on the Decentralization of the Internet (DIN ’24), Los Angeles, CA, USA, December 9–12, 2024, Association for Computing Machinery (ACM). doi:10.1145/3694809.3700741
Distributed Asynchronous Event Relaying for P2P Matrix. master’s thesis
Schichtholz, B. D.
2024, July 15. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000174132
Schichtholz, B. D.
2024, July 15. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000174132