paper-reading-list

Reading paper list for iCloud-ECNU Group

research directions:

Predictable cloud computing

Container scheduling and fair pricing for cloud NoSQL databases (Xiyue)
iGniter: Interference-aware GPU resource provisioning for predictable DNN inference (Jianian-2022)
LambdaDNN: Serverless function provisioning for predictable distributed DNN training (Yiling-2021)
Cynthia: VM instance provisioning for predictable distributed DNN training (Haoyue-2019)
iSpot: Spot instance provisioning for predictable big data analytics (Huan & Haoyue & Wujie-2018)

Distributed machine learning systems

Resource scheduling for distributed machine learning clusters (Xinyi)
Performance optimization for heterogeneous distributed DNN training (Ruitao)
Nebula & Prophet: Communication scheduling optmization for distributed machine learning (Qiang-2020)
DelayStage: Tasks scheduling for performance optimization of DAG-style data analytics (Wujie-2019)

Collaborative cloud-edge computing

eBrowser: Energy-efficient mobile Web browser (Shuai-2018)