Optimizing Serverless Computing for AI Systems
Distributed Systems Laboratory (DSL Seminar), University of Pennsylvania, PA, April 2024
Stellaris: Staleness-Aware Distributed Reinforcement Learning with Serverless Computing
The International Conference for High Performance Computing, Networking, Storage, and Analysis (SC), Atlanta, GA, USA, Nov 2024
RainbowCake: Mitigating Cold-starts in Serverless with Layer-wise Container Caching and Sharing
ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), La Jolla, CA, USA, April 2024
Accelerating Serverless Computing via Intelligent Resource Harvesting
High Performance Computing and Systems (HPCS) lab, University of North Carolina at Charlotte, Online, Sep 2023
Accelerating Serverless Computing by Harvesting Idle Resources
ACM Web Conference (WWW), Online, April 2022
FaaSRank: Learning to Schedule Functions in Serverless Platforms
IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS), Online, Sep 2021