Scheduling Deep Learning Jobs in Multi-Tenant GPU Clusters via Wise Resource Sharing

18 July 2024

Papers citing "Scheduling Deep Learning Jobs in Multi-Tenant GPU Clusters via Wise Resource Sharing"

6 / 6 papers shown

Title
GADGET: Online Resource Optimization for Scheduling Ring-All-Reduce Learning Jobs Menglu Yu Ye Tian Bo Ji Chuan Wu Hridesh Rajan Jia-Wei Liu 39 18 0 02 Feb 2022
Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep Learning Aurick Qiao Sang Keun Choe Suhas Jayaram Subramanya Willie Neiswanger Qirong Ho Hao Zhang G. Ganger Eric Xing VLM 59 181 0 27 Aug 2020
Heterogeneity-Aware Cluster Scheduling Policies for Deep Learning Workloads Deepak Narayanan Keshav Santhanam Fiodar Kazhamiaka Amar Phanishayee Matei A. Zaharia 58 209 0 20 Aug 2020
Communication Contention Aware Scheduling of Multiple Deep Learning Training Jobs Qiang-qiang Wang Shaoshuai Shi Canhui Wang Xiaowen Chu 65 13 0 24 Feb 2020
Themis: Fair and Efficient GPU Cluster Scheduling Kshiteej S. Mahajan Arjun Balasubramanian Arjun Singhvi Shivaram Venkataraman Aditya Akella Amar Phanishayee Shuchi Chawla 54 181 0 02 Jul 2019
Analysis of Large-Scale Multi-Tenant GPU Clusters for DNN Training Workloads Myeongjae Jeon Shivaram Venkataraman Amar Phanishayee Junjie Qian Wencong Xiao Fan Yang GNN 65 352 0 17 Jan 2019