数据仓库中的持久性

Thorsten Winsemann, V. Köppen
{"title":"数据仓库中的持久性","authors":"Thorsten Winsemann, V. Köppen","doi":"10.1109/RCIS.2012.6240466","DOIUrl":null,"url":null,"abstract":"Persistence of redundant data in Data Warehouses is often simply justified with an achievement of better performance when accessing data for analysis and reporting. However, there are other reasons to store data persistently, which are often not recognized when designing Data Warehouses. As processing and maintenance of data is complex and requires huge effort, less redundancy downsizes effort. Latest in-memory technologies enable good response times for data access. That arises the question, what data for what purposes really need to be stored persistently. We present a compendium of purposes for data persistence and use it as a basis for decision-making whether to store data or not.","PeriodicalId":130476,"journal":{"name":"2012 Sixth International Conference on Research Challenges in Information Science (RCIS)","volume":"109 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2012-05-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Persistence in Data Warehousing\",\"authors\":\"Thorsten Winsemann, V. Köppen\",\"doi\":\"10.1109/RCIS.2012.6240466\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Persistence of redundant data in Data Warehouses is often simply justified with an achievement of better performance when accessing data for analysis and reporting. However, there are other reasons to store data persistently, which are often not recognized when designing Data Warehouses. As processing and maintenance of data is complex and requires huge effort, less redundancy downsizes effort. Latest in-memory technologies enable good response times for data access. That arises the question, what data for what purposes really need to be stored persistently. We present a compendium of purposes for data persistence and use it as a basis for decision-making whether to store data or not.\",\"PeriodicalId\":130476,\"journal\":{\"name\":\"2012 Sixth International Conference on Research Challenges in Information Science (RCIS)\",\"volume\":\"109 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2012-05-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2012 Sixth International Conference on Research Challenges in Information Science (RCIS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/RCIS.2012.6240466\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2012 Sixth International Conference on Research Challenges in Information Science (RCIS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/RCIS.2012.6240466","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3

摘要

数据仓库中冗余数据的持久性通常只是为了在访问数据进行分析和报告时实现更好的性能。然而,持久存储数据还有其他原因,这些原因在设计数据仓库时通常没有被认识到。由于数据的处理和维护是复杂的,需要大量的工作,减少冗余可以减少工作量。最新的内存技术为数据访问提供了良好的响应时间。这就产生了一个问题,什么数据真正需要持久存储,用于什么目的。我们提供了数据持久性目的的概要,并将其作为决策是否存储数据的基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Persistence in Data Warehousing
Persistence of redundant data in Data Warehouses is often simply justified with an achievement of better performance when accessing data for analysis and reporting. However, there are other reasons to store data persistently, which are often not recognized when designing Data Warehouses. As processing and maintenance of data is complex and requires huge effort, less redundancy downsizes effort. Latest in-memory technologies enable good response times for data access. That arises the question, what data for what purposes really need to be stored persistently. We present a compendium of purposes for data persistence and use it as a basis for decision-making whether to store data or not.
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
×
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:481959085
Book学术官方微信