Data Management in the Cloud: Challenges and Opportunities (Paperback)
暫譯: 雲端數據管理:挑戰與機遇(平裝本)
Divyakant Agrawal, Sudipto Das, Amr El Abbadi
- 出版商: Morgan & Claypool
- 出版日期: 2012-12-01
- 售價: $1,400
- 貴賓價: 9.5 折 $1,330
- 語言: 英文
- 頁數: 138
- 裝訂: Paperback
- ISBN: 1608459241
- ISBN-13: 9781608459247
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相關分類:
大數據 Big-data、雲端運算
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商品描述
Cloud computing has emerged as a successful paradigm of service-oriented computing and has revolutionized the way computing infrastructure is used. This success has seen a proliferation in the number of applications that are being deployed in various cloud platforms. There has also been an increase in the scale of the data generated as well as consumed by such applications. Scalable database management systems form a critical part of the cloud infrastructure. The attempt to address the challenges posed by the management of big data has led to a plethora of systems. This book aims to clarify some of the important concepts in the design space of scalable data management in cloud computing infrastructures. Some of the questions that this book aims to answer are: the appropriate systems for a specific set of application requirements, the research challenges in data management for the cloud, and what is novel in the cloud for database researchers? We also aim to address one basic question: whether cloud computing poses new challenges in scalable data management or it is just a reincarnation of old problems? We provide a comprehensive background study of state-of-the-art systems for scalable data management and analysis. We also identify important aspects in the design of different systems and the applicability and scope of these systems. A thorough understanding of current solutions and a precise characterization of the design space are essential for clearing the "cloudy skies of data management" and ensuring the success of DBMSs in the cloud, thus emulating the success enjoyed by relational databases in traditional enterprise settings. Table of Contents: Introduction / Distributed Data Management / Cloud Data Management: Early Trends / Transactions on Co-located Data / Transactions on Distributed Data / Multi-tenant Database Systems / Concluding Remarks
商品描述(中文翻譯)
雲端運算已成為一種成功的服務導向計算範式,並徹底改變了計算基礎設施的使用方式。這一成功促使各種雲端平台上部署的應用程式數量激增。隨之而來的是這些應用程式所產生和消耗的數據規模也在增加。可擴展的資料庫管理系統是雲端基礎設施的重要組成部分。為了解決大數據管理所帶來的挑戰,出現了大量的系統。本書旨在澄清雲端運算基礎設施中可擴展資料管理設計空間中的一些重要概念。本書希望回答的一些問題包括:針對特定應用需求的適當系統、雲端資料管理中的研究挑戰,以及對於資料庫研究者而言,雲端中有何新穎之處?我們還希望解決一個基本問題:雲端運算是否對可擴展資料管理提出了新的挑戰,還是僅僅是舊問題的重現?我們提供了關於可擴展資料管理和分析的最先進系統的全面背景研究。我們還確定了不同系統設計中的重要方面,以及這些系統的適用性和範圍。對當前解決方案的透徹理解和對設計空間的精確描述對於清除「資料管理的陰霾」至關重要,並確保資料庫管理系統在雲端的成功,從而模仿傳統企業環境中關聯資料庫所享有的成功。
目錄:
引言 / 分散式資料管理 / 雲端資料管理:早期趨勢 / 共同位置資料的交易 / 分散式資料的交易 / 多租戶資料庫系統 / 總結評論