分布式对象存储系统综合分析

By-Prakhar Pandey, Arpit, Umashankar Sharma
{"title":"分布式对象存储系统综合分析","authors":"By-Prakhar Pandey, Arpit, Umashankar Sharma","doi":"10.47392/irjaeh.2024.0167","DOIUrl":null,"url":null,"abstract":"Distributed object storage systems have emerged as pivotal infrastructures for managing the escalating volumes of unstructured data. This research comprehensively explores the architecture, challenges, advancements, and applications of distributed object storage. The architectural analysis delineates core components, such as metadata servers and storage nodes, emphasizing their role in facilitating scalability and fault tolerance. Challenges encompassing data consistency, security, and performance bottlenecks underscore the need for continual innovation. Advancements, ranging from erasure coding to the integration of machine learning and blockchain, propel the field forward, enhancing resilience and expanding applications. Use cases illustrate the adaptability of distributed object storage across industries, while future directions suggest potential areas for exploration. In conclusion, distributed object storage epitomizes a foundational technology in modern data management, with the research delineating its current significance and future potential.","PeriodicalId":517766,"journal":{"name":"International Research Journal on Advanced Engineering Hub (IRJAEH)","volume":"19 4","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-05-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Comprehensive Analysis of Distributed Object Storage Systems\",\"authors\":\"By-Prakhar Pandey, Arpit, Umashankar Sharma\",\"doi\":\"10.47392/irjaeh.2024.0167\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Distributed object storage systems have emerged as pivotal infrastructures for managing the escalating volumes of unstructured data. This research comprehensively explores the architecture, challenges, advancements, and applications of distributed object storage. The architectural analysis delineates core components, such as metadata servers and storage nodes, emphasizing their role in facilitating scalability and fault tolerance. Challenges encompassing data consistency, security, and performance bottlenecks underscore the need for continual innovation. Advancements, ranging from erasure coding to the integration of machine learning and blockchain, propel the field forward, enhancing resilience and expanding applications. Use cases illustrate the adaptability of distributed object storage across industries, while future directions suggest potential areas for exploration. In conclusion, distributed object storage epitomizes a foundational technology in modern data management, with the research delineating its current significance and future potential.\",\"PeriodicalId\":517766,\"journal\":{\"name\":\"International Research Journal on Advanced Engineering Hub (IRJAEH)\",\"volume\":\"19 4\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-05-17\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Research Journal on Advanced Engineering Hub (IRJAEH)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.47392/irjaeh.2024.0167\",\"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 Research Journal on Advanced Engineering Hub (IRJAEH)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.47392/irjaeh.2024.0167","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

分布式对象存储系统已成为管理数量不断攀升的非结构化数据的关键基础设施。本研究全面探讨了分布式对象存储的架构、挑战、进步和应用。架构分析划分了元数据服务器和存储节点等核心组件,强调了它们在促进可扩展性和容错性方面的作用。数据一致性、安全性和性能瓶颈等挑战凸显了持续创新的必要性。从擦除编码到机器学习与区块链的整合,各种进步推动着这一领域向前发展,增强了复原力并扩大了应用范围。使用案例说明了分布式对象存储在各行各业的适应性,而未来方向则提出了潜在的探索领域。总之,分布式对象存储是现代数据管理中一项基础技术的缩影,这项研究描绘了其当前的意义和未来的潜力。
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
Comprehensive Analysis of Distributed Object Storage Systems
Distributed object storage systems have emerged as pivotal infrastructures for managing the escalating volumes of unstructured data. This research comprehensively explores the architecture, challenges, advancements, and applications of distributed object storage. The architectural analysis delineates core components, such as metadata servers and storage nodes, emphasizing their role in facilitating scalability and fault tolerance. Challenges encompassing data consistency, security, and performance bottlenecks underscore the need for continual innovation. Advancements, ranging from erasure coding to the integration of machine learning and blockchain, propel the field forward, enhancing resilience and expanding applications. Use cases illustrate the adaptability of distributed object storage across industries, while future directions suggest potential areas for exploration. In conclusion, distributed object storage epitomizes a foundational technology in modern data management, with the research delineating its current significance and future potential.
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
Dynamic Load Balancing in Cloud Computing: Improving Efficiency and Performance in Real Life Applications Optimizing Renewable Energy Integration in Green Building Projects: Addressing Barriers and Enhancing Energy Performance Drone Technology in Construction Industry Addressing Workplace Harassment and Discrimination: Strategies for Creating Inclusive Environments in Construction Engineering Smart Plant Health Control System
×
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