在共享突发缓冲系统中管理I/O干扰

Sagar Thapaliya, P. Bangalore, J. Lofstead, K. Mohror, A. Moody
{"title":"在共享突发缓冲系统中管理I/O干扰","authors":"Sagar Thapaliya, P. Bangalore, J. Lofstead, K. Mohror, A. Moody","doi":"10.1109/ICPP.2016.54","DOIUrl":null,"url":null,"abstract":"In this work, we investigate the problem of inter-application interference in a shared Burst Buffer (BB) system. A BB is a new storage technology for HPC architectures that acts as an intermediate layer between performance-hungry HPC applications and the slow parallel file system. While the BB is meant to alleviate the problem of slow I/O in HPC systems, it is itself prone to performance degradation under interference. We observe that the magnitude of interference effects can reach a level that matters to the HPC system and the jobs that run on it. We investigate I/O scheduling techniques as a mechanism to mitigate BB I/O interference. With our results, we show that scheduling techniques tuned to BBs can control interference and significant performance benefits can be achieved.","PeriodicalId":409991,"journal":{"name":"2016 45th International Conference on Parallel Processing (ICPP)","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2016-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"33","resultStr":"{\"title\":\"Managing I/O Interference in a Shared Burst Buffer System\",\"authors\":\"Sagar Thapaliya, P. Bangalore, J. Lofstead, K. Mohror, A. Moody\",\"doi\":\"10.1109/ICPP.2016.54\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this work, we investigate the problem of inter-application interference in a shared Burst Buffer (BB) system. A BB is a new storage technology for HPC architectures that acts as an intermediate layer between performance-hungry HPC applications and the slow parallel file system. While the BB is meant to alleviate the problem of slow I/O in HPC systems, it is itself prone to performance degradation under interference. We observe that the magnitude of interference effects can reach a level that matters to the HPC system and the jobs that run on it. We investigate I/O scheduling techniques as a mechanism to mitigate BB I/O interference. With our results, we show that scheduling techniques tuned to BBs can control interference and significant performance benefits can be achieved.\",\"PeriodicalId\":409991,\"journal\":{\"name\":\"2016 45th International Conference on Parallel Processing (ICPP)\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2016-08-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"33\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2016 45th International Conference on Parallel Processing (ICPP)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICPP.2016.54\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 45th International Conference on Parallel Processing (ICPP)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICPP.2016.54","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 33

摘要

在这项工作中,我们研究了共享突发缓冲(BB)系统中的应用程序间干扰问题。BB是一种用于高性能计算架构的新存储技术,它充当了高性能高性能计算应用程序和速度缓慢的并行文件系统之间的中间层。虽然BB旨在缓解HPC系统中缓慢的I/O问题,但它本身在干扰下容易导致性能下降。我们观察到,干扰效应的大小可以达到对高性能计算系统及其上运行的作业至关重要的水平。我们研究了I/O调度技术作为减轻BB I/O干扰的机制。根据我们的研究结果,我们表明调优到bb的调度技术可以控制干扰,并且可以实现显著的性能优势。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Managing I/O Interference in a Shared Burst Buffer System
In this work, we investigate the problem of inter-application interference in a shared Burst Buffer (BB) system. A BB is a new storage technology for HPC architectures that acts as an intermediate layer between performance-hungry HPC applications and the slow parallel file system. While the BB is meant to alleviate the problem of slow I/O in HPC systems, it is itself prone to performance degradation under interference. We observe that the magnitude of interference effects can reach a level that matters to the HPC system and the jobs that run on it. We investigate I/O scheduling techniques as a mechanism to mitigate BB I/O interference. With our results, we show that scheduling techniques tuned to BBs can control interference and significant performance benefits can be achieved.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信