Synthesizing optimal collective algorithms

Author:

Cai Zixian1,Liu Zhengyang2,Maleki Saeed3,Musuvathi Madanlal3,Mytkowicz Todd3,Nelson Jacob3,Saarikivi Olli3

Affiliation:

1. Australian National University, Canberra, ACT, Australia

2. University of Utah

3. Microsoft Research

Publisher

ACM

Reference30 articles.

1. AMD Radeon Instinct MI50 2020. AMD Radeon Instinct MI50 Accelerator. https://www.amd.com/system/files/documents/radeon-instinctmi50-datasheet.pdf. AMD Radeon Instinct MI50 2020. AMD Radeon Instinct MI50 Accelerator. https://www.amd.com/system/files/documents/radeon-instinctmi50-datasheet.pdf.

2. AMD RCCL Library 2020. ROCm Communication Collectives Library. https://github.com/ROCmSoftwarePlatform/rccl. AMD RCCL Library 2020. ROCm Communication Collectives Library. https://github.com/ROCmSoftwarePlatform/rccl.

3. Complete exchange on a circuit switched mesh

Cited by 18 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. Network Load Balancing with Parallel Flowlets for AI Training Clusters;Proceedings of the 2024 SIGCOMM Workshop on Networks for AI Computing;2024-08-04

2. Rethinking Machine Learning Collective Communication as a Multi-Commodity Flow Problem;Proceedings of the ACM SIGCOMM 2024 Conference;2024-08-04

3. SDCC: software-defined collective communication for distributed training;Science China Information Sciences;2024-07-31

4. AdapCC: Making Collective Communication in Distributed Machine Learning Adaptive;2024 IEEE 44th International Conference on Distributed Computing Systems (ICDCS);2024-07-23

5. PID-Comm: A Fast and Flexible Collective Communication Framework for Commodity Processing-in-DIMM Devices;2024 ACM/IEEE 51st Annual International Symposium on Computer Architecture (ISCA);2024-06-29

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