ChonLam Lao

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Top Venues

Publications

ChonLam Lao, Jiaqi Gao, Ganesh Ananthanarayanan, Aditya Akella, Minlan Yu
HawkVision: Low-Latency Modeless Edge AI Serving. CoRR (2024)
Minghao Li, Ran Ben Basat, Shay Vargaftik, ChonLam Lao, Kevin Xu, Michael Mitzenmacher, Minlan Yu
THC: Accelerating Distributed Deep Learning Using Tensor Homomorphic Compression. NSDI (2024)
Yuxuan Qin, Weize Gao, ChonLam Lao, Wenfei Wu, Kai Chen
In-Network Key-Value Cache with Linearizability. ICPADS (2023)
Hao Wang, Yuxuan Qin, ChonLam Lao, Yanfang Le, Wenfei Wu, Kai Chen
Preemptive Switch Memory Usage to Accelerate Training Jobs with Shared In-Network Aggregation. ICNP (2023)
Yongchao He, Wenfei Wu, Yanfang Le, Ming Liu, ChonLam Lao
A Generic Service to Provide In-Network Aggregation for Key-Value Streams. ASPLOS (2) (2023)
Minghao Li, Ran Ben Basat, Shay Vargaftik, ChonLam Lao, Kevin Xu, Xinran Tang, Michael Mitzenmacher, Minlan Yu
THC: Accelerating Distributed Deep Learning Using Tensor Homomorphic Compression. CoRR (2023)
Hao Wang, Yuxuan Qin, ChonLam Lao, Yanfang Le, Wenfei Wu, Kai Chen
Efficient Data-Plane Memory Scheduling for In-Network Aggregation. CoRR (2022)
ChonLam Lao, Yanfang Le, Kshiteej Mahajan, Yixi Chen, Wenfei Wu, Aditya Akella, Michael M. Swift
ATP: In-network Aggregation for Multi-tenant Learning. NSDI (2021)