Huan Ke, Haryadi S. Gunawi, Dominic Manno, David Bonnie, B. Settlemyer
{"title":"Fractional-Overlap Declustered Parity: Evaluating Reliability for Storage Systems","authors":"Huan Ke, Haryadi S. Gunawi, Dominic Manno, David Bonnie, B. Settlemyer","doi":"10.1109/PDSW51947.2020.00009","DOIUrl":null,"url":null,"abstract":"In this paper, we propose a flexible and practical data protection scheme, fractional-overlap declustered parity (FODP), to explore the trade-offs between fault tolerance and rebuild performance. Our experiments show that FODP is able to bring forth up to 99% less probability of data loss in the presence of various failure regimes. Furthermore, by adding one additional spare drive capacity within each server, FODP yields up to 99% reduction in granularity of data loss.","PeriodicalId":142923,"journal":{"name":"2020 IEEE/ACM Fifth International Parallel Data Systems Workshop (PDSW)","volume":"74 S331","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 IEEE/ACM Fifth International Parallel Data Systems Workshop (PDSW)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/PDSW51947.2020.00009","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
In this paper, we propose a flexible and practical data protection scheme, fractional-overlap declustered parity (FODP), to explore the trade-offs between fault tolerance and rebuild performance. Our experiments show that FODP is able to bring forth up to 99% less probability of data loss in the presence of various failure regimes. Furthermore, by adding one additional spare drive capacity within each server, FODP yields up to 99% reduction in granularity of data loss.