A Sum-of-Ratios Multi-Dimensional-Knapsack Decomposition for DNN Resource Scheduling

28 May 2021

Papers citing "A Sum-of-Ratios Multi-Dimensional-Knapsack Decomposition for DNN Resource Scheduling"

4 / 4 papers shown

Title
Prediction-Assisted Online Distributed Deep Learning Workload Scheduling in GPU Clusters Ziyue Luo Jia-Wei Liu Myungjin Lee Ness B. Shroff 44 0 0 09 Jan 2025
Communication-Efficient Large-Scale Distributed Deep Learning: A Comprehensive Survey Feng Liang Zhen Zhang Haifeng Lu Victor C. M. Leung Yanyi Guo Xiping Hu GNN 39 6 0 09 Apr 2024
Scheduling Multi-Server Jobs with Sublinear Regrets via Online Learning Hailiang Zhao Shuiguang Deng Zhengzhe Xiang Xueqiang Yan Jianwei Yin Schahram Dustdar Albert Y. Zomaya 36 1 0 11 May 2023
Learning to Schedule Multi-Server Jobs with Fluctuated Processing Speeds Hailiang Zhao Shuiguang Deng Feiyi Chen Jianwei Yin Schahram Dustdar Albert Y. Zomaya 49 5 0 09 Apr 2022