Addressing Network Bottlenecks with Divide-and-Shuffle Synchronization for Distributed DNN Training
Author:
Affiliation:
1. Hong Kong University of Science and Technology,iSING Lab
2. Huawei
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9796607/9796652/09796688.pdf?arnumber=9796688
Reference47 articles.
1. Averaging weights leads to wider optima and better generalization;izmailov;UAI,2018
2. MATCHA: Speeding Up Decentralized SGD via Matching Decomposition Sampling
3. CODA
4. Efficient coflow scheduling with Varys
5. AuTO
Cited by 12 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. ACU: Aggregator-based Congestion control and link Utilization optimization strategy for multi-tenant in-network aggregation;Proceedings of the 8th Asia-Pacific Workshop on Networking;2024-08-03
2. Gsyn: Reducing Staleness and Communication Waiting via Grouping-based Synchronization for Distributed Deep Learning;IEEE INFOCOM 2024 - IEEE Conference on Computer Communications;2024-05-20
3. MDP: Model Decomposition and Parallelization of Vision Transformer for Distributed Edge Inference;2023 19th International Conference on Mobility, Sensing and Networking (MSN);2023-12-14
4. Enhancing Visibility in Nighttime Haze Images Using Guided APSF and Gradient Adaptive Convolution;Proceedings of the 31st ACM International Conference on Multimedia;2023-10-26
5. Defensive strategies against PCC attacks based on ideal (t,n)-secret sharing scheme;Journal of King Saud University - Computer and Information Sciences;2023-10
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