Hera对象存储:基于OpenStack Swift的无缝、自动化多层解决方案

R. Hoppli, T. Bohnert, L. Militano
{"title":"Hera对象存储:基于OpenStack Swift的无缝、自动化多层解决方案","authors":"R. Hoppli, T. Bohnert, L. Militano","doi":"10.1109/SC2.2018.00011","DOIUrl":null,"url":null,"abstract":"Over the last couple of decades, the demand for storage in the Cloud has grown exponentially. Distributed Cloud storage and object storage for the increasing share of unstructured data, are in high focus in both academic and industrial research activities. At the same time, efficient storage and the corresponding costs are often contrasting parameters raising a trade-off problem for any proposed solution. To this aim, classifying the data in terms of access probability became a hot topic. This paper introduces Hera Object Storage, a storage system built on top of OpenStack Swift that aims at selecting the most appropriate storage tier for any object to be stored. The goal of the multi-tiering storage we propose is to be automated and seamless, guaranteeing the required storage performance at the lowest possible cost. The paper discusses the design challenges, the proposed algorithmic solutions to the scope and, based on a prototype implementation it presents a basic proof-of-concept validation.","PeriodicalId":340244,"journal":{"name":"2018 IEEE 8th International Symposium on Cloud and Service Computing (SC2)","volume":"282 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Hera Object Storage: A Seamless, Automated Multi-Tiering Solution on Top of OpenStack Swift\",\"authors\":\"R. Hoppli, T. Bohnert, L. Militano\",\"doi\":\"10.1109/SC2.2018.00011\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Over the last couple of decades, the demand for storage in the Cloud has grown exponentially. Distributed Cloud storage and object storage for the increasing share of unstructured data, are in high focus in both academic and industrial research activities. At the same time, efficient storage and the corresponding costs are often contrasting parameters raising a trade-off problem for any proposed solution. To this aim, classifying the data in terms of access probability became a hot topic. This paper introduces Hera Object Storage, a storage system built on top of OpenStack Swift that aims at selecting the most appropriate storage tier for any object to be stored. The goal of the multi-tiering storage we propose is to be automated and seamless, guaranteeing the required storage performance at the lowest possible cost. The paper discusses the design challenges, the proposed algorithmic solutions to the scope and, based on a prototype implementation it presents a basic proof-of-concept validation.\",\"PeriodicalId\":340244,\"journal\":{\"name\":\"2018 IEEE 8th International Symposium on Cloud and Service Computing (SC2)\",\"volume\":\"282 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2018 IEEE 8th International Symposium on Cloud and Service Computing (SC2)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/SC2.2018.00011\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 IEEE 8th International Symposium on Cloud and Service Computing (SC2)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SC2.2018.00011","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

摘要

在过去的几十年里,对云存储的需求呈指数级增长。分布式云存储和对象存储在非结构化数据中所占的份额越来越大,在学术和工业研究活动中都受到高度关注。同时,有效的存储和相应的成本往往是对立的参数,提出了任何提出的解决方案的权衡问题。为此,根据访问概率对数据进行分类成为一个热门话题。本文介绍了基于OpenStack Swift构建的存储系统Hera Object Storage,该存储系统旨在为任何需要存储的对象选择最合适的存储层。我们提出的多层存储的目标是自动化和无缝的,以尽可能低的成本保证所需的存储性能。本文讨论了设计挑战,提出了针对范围的算法解决方案,并基于原型实现提出了基本的概念验证。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Hera Object Storage: A Seamless, Automated Multi-Tiering Solution on Top of OpenStack Swift
Over the last couple of decades, the demand for storage in the Cloud has grown exponentially. Distributed Cloud storage and object storage for the increasing share of unstructured data, are in high focus in both academic and industrial research activities. At the same time, efficient storage and the corresponding costs are often contrasting parameters raising a trade-off problem for any proposed solution. To this aim, classifying the data in terms of access probability became a hot topic. This paper introduces Hera Object Storage, a storage system built on top of OpenStack Swift that aims at selecting the most appropriate storage tier for any object to be stored. The goal of the multi-tiering storage we propose is to be automated and seamless, guaranteeing the required storage performance at the lowest possible cost. The paper discusses the design challenges, the proposed algorithmic solutions to the scope and, based on a prototype implementation it presents a basic proof-of-concept validation.
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
期刊最新文献
Get Your Head Out of the Clouds: The Illusion of Confidentiality & Privacy Improving the Performance of Stock Trend Prediction by Applying GA to Feature Selection Publisher's Information SC2 2018 Program Committee Hera Object Storage: A Seamless, Automated Multi-Tiering Solution on Top of OpenStack Swift
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1