Deep Learning-Based Job Placement in Distributed Machine Learning Clusters With Heterogeneous Workloads-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

Deep Learning-Based Job Placement in Distributed Machine Learning Clusters With Heterogeneous Workloads

Published:2023-04 Issue:2 Volume:31 Page:634-647
ISSN:1063-6692
Container-title:IEEE/ACM Transactions on Networking
language:
Short-container-title:IEEE/ACM Trans. Networking

Author:

Bao Yixin¹^ORCID,Peng Yanghua¹^ORCID,Wu Chuan¹^ORCID

Affiliation:

1. Department of Computer Science, The University of Hong Kong, Pokfulam, Hong Kong

Funder

Hong Kong Research Grants Council

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Computer Networks and Communications,Computer Science Applications,Software

Link

http://xplorestaging.ieee.org/ielx7/90/10103748/09882005.pdf?arnumber=9882005

Reference64 articles.

1. Interference and locality-aware task scheduling for MapReduce applications in virtual clusters;bu;Proc ACM HPDC,2013

2. Policy gradient methods for reinforcement learning with function approximation;sutton;Proc NeurIPS,1999

3. Apache Hadoop YARN

4. Sequence to sequence learning with neural networks;sutskever;Proc NeurIPS,2014

5. HPC-Aware VM Placement in Infrastructure Clouds

Cited by 7 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. ARIMA-Based and Multiapplication Workload Prediction With Wavelet Decomposition and Savitzky–Golay Filter in Clouds;IEEE Transactions on Systems, Man, and Cybernetics: Systems;2024-04

2. Distributed Analytics For Big Data: A Survey;Neurocomputing;2024-03

3. Implementation of GPU Scheduling Method for Kubernetes;2023 IEEE 7th Conference on Energy Internet and Energy System Integration (EI2);2023-12-15

4. Joint Optimization of Training Job Placement and SFC Orchestration for ML Services in ZTN;2023 IEEE Globecom Workshops (GC Wkshps);2023-12-04

5. M3: Towards Efficient Mixed Machine Learning Model Co-Location on Constrained Edge Devices;MILCOM 2023 - 2023 IEEE Military Communications Conference (MILCOM);2023-10-30

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号京ICP备18003416号-3