Online Scheduling of Distributed Machine Learning Jobs for Incentivizing Sharing in Multi-Tenant Systems-Reference-Cited by-同舟云学术

Online Scheduling of Distributed Machine Learning Jobs for Incentivizing Sharing in Multi-Tenant Systems

Published:2022 Issue: Volume: Page:1-1
ISSN:0018-9340
Container-title:IEEE Transactions on Computers
language:
Short-container-title:IEEE Trans. Comput.

Author:

Wang Ne¹,Zhou Ruiting²,Han Ling³,Chen Hao⁴,Li Zongpeng⁵

Affiliation:

1. School of Computer Science, Wuhan University, 12390 Wuhan, Hubei, China, 430072

2. Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, 12390 wuhan, Hubei, China, 430000

3. School of Computer Science, Wuhan University, 12390 Wuhan, Hubei, China

4. Huaiwei Cloud, Huawei Technologies Co Ltd, 115371 Nanjing, Jiangsu, China

5. School of Computer Science, Wuhan University, Wuhan, Hubei, China

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computational Theory and Mathematics,Hardware and Architecture,Theoretical Computer Science,Software

Link

http://xplorestaging.ieee.org/ielx7/12/4358213/09774009.pdf?arnumber=9774009

Reference41 articles.

1. Apache Hadoop YARN

2. Heterogeneity-aware cluster scheduling policies for deep learning workloads;narayanan;Proc 14th USENIX Conf Oper Syst Des Implementation,2020

3. Tiresias: A GPU cluster manager for distributed deep learning;gu;Proc 16th USENIX Conf Netw Syst Des Implementation,2019

Cited by 5 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Accelerating Distributed Model Training through Intelligent Node Selection and Data Allocation Strategies in 6G network;2024 IEEE International Conference on Communications Workshops (ICC Workshops);2024-06-09

2. An electro-optic half subtractor from a silicon-based hybrid surface plasmon polariton waveguide;Open Physics;2024-01-01

3. Computation Off-Loading in Resource-Constrained Edge Computing Systems Based on Deep Reinforcement Learning;IEEE Transactions on Computers;2024-01

4. JointPS: Joint Parameter Server Placement and Flow Scheduling for Machine Learning Clusters;IEEE Transactions on Computers;2023-12

5. GreedW: A Flexible and Efficient Decentralized Framework for Distributed Machine Learning;IEEE Transactions on Computers;2023