Sagar Thapaliya, P. Bangalore, J. Lofstead, K. Mohror, A. Moody
{"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}
引用次数: 33
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.