Notes

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

Themis: Fair and Efficient GPU Cluster Scheduling - NSDI 2020