Large-scale scientific data and long-term data storage function in a computing center

Dmitry Vladimirovich Ivankov
{"title":"Large-scale scientific data and long-term data storage function in a computing center","authors":"Dmitry Vladimirovich Ivankov","doi":"10.15514/ispras-2022-34(4)-9","DOIUrl":null,"url":null,"abstract":"Long-term data storing is an important task for many modern scientific laboratories and datacenters. In order to reduce cost of digital information ownership, some solutions use magnetic tape technology and special software to control medium and data. Considering the on-site infrastructure specifics and well-established workflows of data processing, these organizations build and support such systems mainly by their own efforts, what becomes an important task in seeking to acquire the technological sovereignty. This paper describes long-term data storage issues in the computing center of the Zababakhin All-Russia Research Institute of Technical Physics where mathematical modeling computations generate vast amount of scientific data. The architecture and functional composition of the developed Archive Data Storage System are given as well as its internal data model, the chunk grouping rules, and the low-level tape format used. The measures taken to ensure an archived data consistency, methods of storage media management and issues of archival fund maintenance, are also considered. The calculation scheme of a typical archive system site’s hardware configuration, sufficient to process archiving data flows existing in datacenter, is given.","PeriodicalId":33459,"journal":{"name":"Trudy Instituta sistemnogo programmirovaniia RAN","volume":"15 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Trudy Instituta sistemnogo programmirovaniia RAN","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.15514/ispras-2022-34(4)-9","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

Long-term data storing is an important task for many modern scientific laboratories and datacenters. In order to reduce cost of digital information ownership, some solutions use magnetic tape technology and special software to control medium and data. Considering the on-site infrastructure specifics and well-established workflows of data processing, these organizations build and support such systems mainly by their own efforts, what becomes an important task in seeking to acquire the technological sovereignty. This paper describes long-term data storage issues in the computing center of the Zababakhin All-Russia Research Institute of Technical Physics where mathematical modeling computations generate vast amount of scientific data. The architecture and functional composition of the developed Archive Data Storage System are given as well as its internal data model, the chunk grouping rules, and the low-level tape format used. The measures taken to ensure an archived data consistency, methods of storage media management and issues of archival fund maintenance, are also considered. The calculation scheme of a typical archive system site’s hardware configuration, sufficient to process archiving data flows existing in datacenter, is given.
计算中心的大规模科学数据和长期数据存储功能
数据的长期存储是许多现代科学实验室和数据中心的重要任务。为了降低数字信息所有权的成本,一些解决方案使用磁带技术和特殊的软件来控制介质和数据。考虑到现场基础设施的细节和数据处理的既定工作流程,这些组织主要通过自己的努力来构建和支持这样的系统,这成为寻求获得技术主权的重要任务。本文描述了扎巴巴赫金全俄技术物理研究所计算中心的长期数据存储问题,其中数学建模计算产生了大量的科学数据。给出了所开发的归档数据存储系统的体系结构和功能组成,以及归档数据存储系统的内部数据模型、块分组规则和底层磁带格式。还审议了为确保存档数据的一致性所采取的措施、存储介质管理的方法和存档基金维持的问题。给出了一个典型的归档系统站点硬件配置的计算方案,该硬件配置足以处理数据中心中存在的归档数据流。
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
18
审稿时长
4 weeks
×
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