Big Data: Related Technologies, Challenges and Future Prospects (SpringerBriefs in Computer Science)
暫譯: 大數據:相關技術、挑戰與未來展望(計算機科學春季簡報)

Min Chen

  • 出版商: Springer
  • 出版日期: 2014-05-15
  • 售價: $3,370
  • 貴賓價: 9.5$3,202
  • 語言: 英文
  • 頁數: 104
  • 裝訂: Paperback
  • ISBN: 3319062441
  • ISBN-13: 9783319062440
  • 相關分類: 大數據 Big-dataComputer-Science
  • 海外代購書籍(需單獨結帳)

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商品描述

This Springer Brief provides a comprehensive overview of the background and recent developments of big data. The value chain of big data is divided into four phases: data generation, data acquisition, data storage and data analysis. For each phase, the book introduces the general background, discusses technical challenges and reviews the latest advances. Technologies under discussion include cloud computing, Internet of Things, data centers, Hadoop and more. The authors also explore several representative applications of big data such as enterprise management, online social networks, healthcare and medical applications, collective intelligence and smart grids. This book concludes with a thoughtful discussion of possible research directions and development trends in the field. Big Data: Related Technologies, Challenges and Future Prospects is a concise yet thorough examination of this exciting area. It is designed for researchers and professionals interested in big data or related research. Advanced-level students in computer science and electrical engineering will also find this book useful.

商品描述(中文翻譯)

這本 Springer Brief 提供了大數據的背景和近期發展的全面概述。大數據的價值鏈分為四個階段:數據生成、數據獲取、數據儲存和數據分析。對於每個階段,本書介紹了一般背景,討論了技術挑戰並回顧了最新的進展。討論的技術包括雲計算、物聯網、數據中心、Hadoop 等。作者還探討了幾個大數據的代表性應用,如企業管理、在線社交網絡、醫療保健和醫療應用、集體智慧和智慧電網。本書最後對該領域可能的研究方向和發展趨勢進行了深思熟慮的討論。《大數據:相關技術、挑戰與未來展望》是對這一激動人心領域的簡明而徹底的檢視。它旨在為對大數據或相關研究感興趣的研究人員和專業人士提供參考。計算機科學和電機工程的高級學生也會發現這本書非常有用。

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