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Zbigniew T. Kalbarczyk
Publications
- 2024
- [i20]Weichao Mao, Haoran Qiu, Chen Wang, Hubertus Franke, Zbigniew Kalbarczyk, Tamer Basar:
Õ(T-1) Convergence to (Coarse) Correlated Equilibria in Full-Information General-Sum Markov Games. CoRR abs/2403.07890 (2024) - 2023
- [c171]Weichao Mao, Haoran Qiu, Chen Wang, Hubertus Franke, Zbigniew Kalbarczyk, Ravishankar K. Iyer, Tamer Basar:
Multi-Agent Meta-Reinforcement Learning: Sharper Convergence Rates with Task Similarity. NeurIPS 2023 - [c169]Haoran Qiu, Weichao Mao, Chen Wang, Hubertus Franke, Alaa Youssef, Zbigniew T. Kalbarczyk, Tamer Basar, Ravishankar K. Iyer:
AWARE: Automate Workload Autoscaling with Reinforcement Learning in Production Cloud Systems. USENIX Annual Technical Conference 2023: 387-402 - 2022
- [c168]Haoran Qiu, Weichao Mao, Archit Patke, Chen Wang, Hubertus Franke, Zbigniew T. Kalbarczyk, Tamer Basar, Ravishankar K. Iyer:
SIMPPO: a scalable and incremental online learning framework for serverless resource management. SoCC 2022: 306-322 - [c165]Haoran Qiu, Weichao Mao, Archit Patke, Chen Wang, Hubertus Franke, Zbigniew T. Kalbarczyk, Tamer Basar, Ravishankar K. Iyer:
Reinforcement learning for resource management in multi-tenant serverless platforms. EuroMLSys@EuroSys 2022: 20-28 - [c163]Weichao Mao, Haoran Qiu, Chen Wang, Hubertus Franke, Zbigniew Kalbarczyk, Ravishankar K. Iyer, Tamer Basar:
A Mean-Field Game Approach to Cloud Resource Management with Function Approximation. NeurIPS 2022 - 2021
- [c160]Haoran Qiu, Saurabh Jha, Subho S. Banerjee, Archit Patke, Chen Wang, Hubertus Franke, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer:
Is Function-as-a-Service a Good Fit for Latency-Critical Services? WOSC@Middleware 2021: 1-8
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last updated on 2024-04-21 17:26 CEST by the dblp team
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