Online Job Scheduling in Distributed Machine Learning Clusters

Online Job Scheduling in Distributed Machine Learning Clusters

3 January 2018

Papers citing "Online Job Scheduling in Distributed Machine Learning Clusters"

10 / 10 papers shown

Title
Compass: A Decentralized Scheduler for Latency-Sensitive ML Workflows Yuting Yang Andrea Merlina Weijia Song Tiancheng Yuan Ken Birman Roman Vitenberg 49 0 0 27 Feb 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 41 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
GADGET: Online Resource Optimization for Scheduling Ring-All-Reduce Learning Jobs Menglu Yu Ye Tian Bo Ji Chuan Wu Hridesh Rajan Jia-Wei Liu 16 17 0 02 Feb 2022
Online Evolutionary Batch Size Orchestration for Scheduling Deep Learning Workloads in GPU Clusters Chen Sun Shenggui Li Jinyue Wang Jun Yu 54 47 0 08 Aug 2021
Toward Efficient Online Scheduling for Distributed Machine Learning Systems Menglu Yu Jia Liu Chuan Wu Bo Ji Elizabeth S. Bentley 29 6 0 06 Aug 2021
Market-Oriented Online Bi-Objective Service Scheduling for Pleasingly Parallel Jobs with Variable Resources in Cloud Environments Bingbing Zheng Li Pan Shijun Liu 8 10 0 17 Feb 2021
Communication Contention Aware Scheduling of Multiple Deep Learning Training Jobs Qiang-qiang Wang Shaoshuai Shi Canhui Wang Xiaowen Chu 26 13 0 24 Feb 2020
FMore: An Incentive Scheme of Multi-dimensional Auction for Federated Learning in MEC Rongfei Zeng Shixun Zhang Jiaqi Wang Xiaowen Chu FedML 32 180 0 22 Feb 2020
DL2: A Deep Learning-driven Scheduler for Deep Learning Clusters Size Zheng Yixin Bao Yangrui Chen Chuan Wu Chen Meng Wei Lin 21 79 0 13 Sep 2019