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Big Data Management and Processing (Chapman & Hall/CRC Big Data Series)
暫譯: 大數據管理與處理(Chapman & Hall/CRC 大數據系列)

  • 出版商: Chapman and Hall/CRC
  • 出版日期: 2017-05-25
  • 售價: $5,870
  • 貴賓價: 9.5$5,577
  • 語言: 英文
  • 頁數: 487
  • 裝訂: Hardcover
  • ISBN: 1498768075
  • ISBN-13: 9781498768078
  • 相關分類: 大數據 Big-data
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

From the Foreword:

"Big Data Management and Processing is [a] state-of-the-art book that deals with a wide range of topical themes in the field of Big Data. The book, which probes many issues related to this exciting and rapidly growing field, covers processing, management, analytics, and applications... [It] is a very valuable addition to the literature. It will serve as a source of up-to-date research in this continuously developing area. The book also provides an opportunity for researchers to explore the use of advanced computing technologies and their impact on enhancing our capabilities to conduct more sophisticated studies."

---Sartaj Sahni, University of Florida, USA

"Big Data Management and Processing covers the latest Big Data research results in processing, analytics, management and applications. Both fundamental insights and representative applications are provided. This book is a timely and valuable resource for students, researchers and seasoned practitioners in Big Data fields.

--Hai Jin, Huazhong University of Science and Technology, China

Big Data Management and Processing explores a range of big data related issues and their impact on the design of new computing systems. The twenty-one chapters were carefully selected and feature contributions from several outstanding researchers. The book endeavors to strike a balance between theoretical and practical coverage of innovative problem solving techniques for a range of platforms. It serves as a repository of paradigms, technologies, and applications that target different facets of big data computing systems.

The first part of the book explores energy and resource management issues, as well as legal compliance and quality management for Big Data. It covers In-Memory computing and In-Memory data grids, as well as co-scheduling for high performance computing applications. The second part of the book includes comprehensive coverage of Hadoop and Spark, along with security, privacy, and trust challenges and solutions.

The latter part of the book covers mining and clustering in Big Data, and includes applications in genomics, hospital big data processing, and vehicular cloud computing. The book also analyzes funding for Big Data projects.

商品描述(中文翻譯)

從前言:

《大數據管理與處理》是一本最先進的書籍,涵蓋了大數據領域中一系列熱門主題。這本書探討了與這個令人興奮且快速增長的領域相關的許多問題,涵蓋了處理、管理、分析和應用……這是文獻中非常有價值的補充。它將作為這個不斷發展領域的最新研究來源。這本書還為研究人員提供了探索先進計算技術及其對提升我們進行更複雜研究能力影響的機會。

---Sartaj Sahni,佛羅里達大學,美國

《大數據管理與處理》涵蓋了最新的大數據研究成果,包括處理、分析、管理和應用。提供了基本見解和代表性應用。這本書是大數據領域的學生、研究人員和資深從業者的及時且有價值的資源。

--Hai Jin,華中科技大學,中國

《大數據管理與處理》探討了一系列與大數據相關的問題及其對新計算系統設計的影響。二十一章的內容經過精心挑選,並包含了幾位傑出研究者的貢獻。這本書努力在理論與實踐之間取得平衡,涵蓋針對多種平台的創新問題解決技術。它作為一個範式、技術和應用的庫,針對大數據計算系統的不同面向。

本書的第一部分探討了能源和資源管理問題,以及大數據的法律合規和質量管理。它涵蓋了內存計算和內存數據網格,以及高性能計算應用的共同調度。第二部分則全面介紹了Hadoop和Spark,並探討了安全性、隱私和信任的挑戰與解決方案。

本書的後半部分涵蓋了大數據中的挖掘和聚類,並包括基因組學、醫院大數據處理和車輛雲計算的應用。這本書還分析了大數據項目的資金來源。