大数据概念与云计算解决方案

Mustapha Malami Idina
{"title":"大数据概念与云计算解决方案","authors":"Mustapha Malami Idina","doi":"10.51505/ijaemr.2023.8210","DOIUrl":null,"url":null,"abstract":"The terms \"big data\" and \"cloud computing\" are often used interchangeably since many public cloud services analyze large amounts of data. Every day, a massive amount of data is produced from abundant of derivation, and this data needs to be evaluated, categorized, and stored with the assistance of cloud computing. The quick progress that has taken place in a variety of IT fields is to blame for this massive increase in the amount of data that is being produced. Conventional data processing methods are unable to handle this data due to its extremely large amount, the rapidity with which it changes, and the multitude of formats in which it is stored. Cloud computing makes available on-demand computing resources and services, making it possible to handle and analyze the vast amounts of data in a manner that is both effective and simplified. This research will discuss how on the general concept of big data and how Cloud computing provides solutions to big data by processing analyzing this huge data. We will start by Introduction of Big data, big data Impact on Today’s world, big data architecture, cloud computing, Categories & offerings of Cloud computing then further discuss the solutions offered by cloud computing to big data and limitations of big data on the cloud.","PeriodicalId":354718,"journal":{"name":"International Journal of Advanced Engineering and Management Research","volume":"44 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"The Concept of Big Data and Solutions of Cloud Computing\",\"authors\":\"Mustapha Malami Idina\",\"doi\":\"10.51505/ijaemr.2023.8210\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The terms \\\"big data\\\" and \\\"cloud computing\\\" are often used interchangeably since many public cloud services analyze large amounts of data. Every day, a massive amount of data is produced from abundant of derivation, and this data needs to be evaluated, categorized, and stored with the assistance of cloud computing. The quick progress that has taken place in a variety of IT fields is to blame for this massive increase in the amount of data that is being produced. Conventional data processing methods are unable to handle this data due to its extremely large amount, the rapidity with which it changes, and the multitude of formats in which it is stored. Cloud computing makes available on-demand computing resources and services, making it possible to handle and analyze the vast amounts of data in a manner that is both effective and simplified. This research will discuss how on the general concept of big data and how Cloud computing provides solutions to big data by processing analyzing this huge data. We will start by Introduction of Big data, big data Impact on Today’s world, big data architecture, cloud computing, Categories & offerings of Cloud computing then further discuss the solutions offered by cloud computing to big data and limitations of big data on the cloud.\",\"PeriodicalId\":354718,\"journal\":{\"name\":\"International Journal of Advanced Engineering and Management Research\",\"volume\":\"44 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1900-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Advanced Engineering and Management Research\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.51505/ijaemr.2023.8210\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Advanced Engineering and Management Research","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.51505/ijaemr.2023.8210","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

“大数据”和“云计算”这两个术语经常互换使用,因为许多公共云服务分析大量数据。每天都有大量的数据产生,这些数据需要在云计算的帮助下进行评估、分类和存储。各种IT领域的快速发展是产生数据量大量增加的原因。传统的数据处理方法无法处理这些数据,因为它们的数量非常大,变化速度很快,并且存储格式繁多。云计算提供了按需计算资源和服务,使得以一种既有效又简化的方式处理和分析大量数据成为可能。本研究将讨论大数据的一般概念,以及云计算如何通过处理分析大数据提供解决方案。我们将从大数据介绍、大数据对当今世界的影响、大数据架构、云计算、云计算的类别和产品开始,然后进一步讨论云计算为大数据提供的解决方案以及云上大数据的局限性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Concept of Big Data and Solutions of Cloud Computing
The terms "big data" and "cloud computing" are often used interchangeably since many public cloud services analyze large amounts of data. Every day, a massive amount of data is produced from abundant of derivation, and this data needs to be evaluated, categorized, and stored with the assistance of cloud computing. The quick progress that has taken place in a variety of IT fields is to blame for this massive increase in the amount of data that is being produced. Conventional data processing methods are unable to handle this data due to its extremely large amount, the rapidity with which it changes, and the multitude of formats in which it is stored. Cloud computing makes available on-demand computing resources and services, making it possible to handle and analyze the vast amounts of data in a manner that is both effective and simplified. This research will discuss how on the general concept of big data and how Cloud computing provides solutions to big data by processing analyzing this huge data. We will start by Introduction of Big data, big data Impact on Today’s world, big data architecture, cloud computing, Categories & offerings of Cloud computing then further discuss the solutions offered by cloud computing to big data and limitations of big data on the cloud.
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