1. ML & Big Data Systems

To Read List

1. Themis: Fair and Efficient GPU Cluster Scheduling - NSDI 2020
2. Blink: Fast and Generic Collectives for Distributed ML - MLSys 2020
3. Accelerating Deep Learning Inference via Freezing - HotCloud 2019
4. Analysis of Large-Scale Multi-Tenant GPU Clusters for DNN Training Workloads - USENIX ATC 2019
5. MapReduce: Simplified Data Processing on Large Clusters - Dean et al., OSDI' 04

1.1. Themis: Fair and Efficient GPU Cluster Scheduling - NSDI 2020