Query processing on smart SSDs: opportunities and challenges

Jaeyoung Do, Yang-Suk Kee, J. Patel, Chanik Park, Kwanghyun Park, D. DeWitt
{"title":"Query processing on smart SSDs: opportunities and challenges","authors":"Jaeyoung Do, Yang-Suk Kee, J. Patel, Chanik Park, Kwanghyun Park, D. DeWitt","doi":"10.1145/2463676.2465295","DOIUrl":null,"url":null,"abstract":"Data storage devices are getting \"smarter.\" Smart Flash storage devices (a.k.a. \"Smart SSD\") are on the horizon and will package CPU processing and DRAM storage inside a Smart SSD, and make that available to run user programs inside a Smart SSD. The focus of this paper is on exploring the opportunities and challenges associated with exploiting this functionality of Smart SSDs for relational analytic query processing. We have implemented an initial prototype of Microsoft SQL Server running on a Samsung Smart SSD. Our results demonstrate that significant performance and energy gains can be achieved by pushing selected query processing components inside the Smart SSDs. We also identify various changes that SSD device manufacturers can make to increase the benefits of using Smart SSDs for data processing applications, and also suggest possible research opportunities for the database community.","PeriodicalId":87344,"journal":{"name":"Proceedings. ACM-SIGMOD International Conference on Management of Data","volume":"20 3 1","pages":"1221-1230"},"PeriodicalIF":0.0000,"publicationDate":"2013-06-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"225","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings. ACM-SIGMOD International Conference on Management of Data","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/2463676.2465295","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 225

Abstract

Data storage devices are getting "smarter." Smart Flash storage devices (a.k.a. "Smart SSD") are on the horizon and will package CPU processing and DRAM storage inside a Smart SSD, and make that available to run user programs inside a Smart SSD. The focus of this paper is on exploring the opportunities and challenges associated with exploiting this functionality of Smart SSDs for relational analytic query processing. We have implemented an initial prototype of Microsoft SQL Server running on a Samsung Smart SSD. Our results demonstrate that significant performance and energy gains can be achieved by pushing selected query processing components inside the Smart SSDs. We also identify various changes that SSD device manufacturers can make to increase the benefits of using Smart SSDs for data processing applications, and also suggest possible research opportunities for the database community.
智能ssd查询处理:机遇与挑战
数据存储设备正变得越来越“智能”。智能闪存存储设备(又名。“智能SSD”)即将问世,它将把CPU处理和DRAM存储打包在智能SSD中,并使其可用于在智能SSD中运行用户程序。本文的重点是探索与利用智能ssd的这种功能进行关系分析查询处理相关的机遇和挑战。我们已经实现了运行在三星智能SSD上的Microsoft SQL Server的初始原型。我们的结果表明,通过将选定的查询处理组件放入智能ssd中,可以获得显著的性能和能量增益。我们还确定了SSD设备制造商可以做出的各种改变,以增加在数据处理应用程序中使用智能SSD的好处,并为数据库社区提出了可能的研究机会。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
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:604180095
Book学术官方微信