Publications

33 results for Chen Wang

Flash: Fast Model Adaptation in ML-Centric Cloud Platforms
- - Haoran Qiu
  - Weichao Mao
  - et al.
- 2024
- MLSys 2024
GPU OPTIMIZATIONS FOR EFFICIENT AND COST-EFFECTIVE ACCESS TO DIVERSE LARGE LANGUAGE MODELS IN RESEARCH CLUSTER
- - Chen Wang
  - Yue Zhu
  - et al.
- 2024
- MLSys 2024
Efficient Interactive LLM Serving with Proxy Model-based Sequence Length Prediction
- - Haoran Qiu
  - Weichao Mao
  - et al.
- 2024
- ASPLOS 2024
Towards Pareto Optimal Throughput in Small Language Model Serving
- - Pol G. Recasens
  - Yue Zhu
  - et al.
- 2024
- EuroSys 2024
Best practices for LLM serving with DRA
- - Chen Wang
  - Abhishek Malvankar
- 2024
- KubeCon EU 2024
Trimaran: Load-Aware Scheduling for Power Efficiency and Performance Stability
- - Asser Tantawi
  - Chen Wang
- 2024
- KubeCon EU 2024
Cloud Native Sustainable LLM Inference in Action
- - Chen Wang
  - Eun Kyung Lee
  - et al.
- 2024
- KubeCon EU 2024
O˜(T−1) Convergence to (Coarse) Correlated Equilibria in Full-Information General-Sum Markov Games
- - Weichao Mao
  - Haoran Qiu
  - et al.
- 2024
- arXiv
Towards Optimal Preemptive GPU Time-Sharing for Edge Model Serving
- - Zhengxu Xia
  - Yitian Hao
  - et al.
- 2023
- MIDDLEWARE 2023
Multi-Agent Meta-Reinforcement Learning: Sharper Convergence Rates with Task Similarity
- - Weichao Mao
  - Haoran Qiu
  - et al.
- 2023
- NeurIPS 2023