Big Data Technologies and Applications

Borko Furht, Flavio Villanustre

  • 出版商: Springer
  • 出版日期: 2016-09-26
  • 售價: $5,480
  • 貴賓價: 9.5$5,206
  • 語言: 英文
  • 頁數: 400
  • 裝訂: Hardcover
  • ISBN: 3319445480
  • ISBN-13: 9783319445489
  • 相關分類: 大數據 Big-data
  • 海外代購書籍(需單獨結帳)

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商品描述

The objective of this book is to introduce the basic concepts of big data computing and then to describe the total solution of big data problems using HPCC, an open-source computing platform.

The book comprises 15 chapters broken into three parts. The first part, Big Data Technologies, includes introductions to big data concepts and techniques; big data analytics; and visualization and learning techniques. The second part, LexisNexis Risk Solution to Big Data, focuses on specific technologies and techniques developed at LexisNexis to solve critical problems that use big data analytics. It covers the open source High Performance Computing Cluster (HPCC Systems®) platform and its architecture, as well as parallel data languages ECL and KEL, developed to effectively solve big data problems. The third part, Big Data Applications, describes various data intensive applications solved on HPCC Systems. It includes applications such as cyber security, social network analytics including fraud, Ebola spread modeling using big data analytics, unsupervised learning, and image classification.

The book is intended for a wide variety of people including researchers, scientists, programmers, engineers, designers, developers, educators, and students. This book can also be beneficial for business managers, entrepreneurs, and investors. 




商品描述(中文翻譯)

本書的目的是介紹大數據計算的基本概念,並描述使用 HPCC 這個開源計算平台解決大數據問題的完整解決方案。

本書共分為 15 章,分為三個部分。第一部分《大數據技術》包括大數據概念和技術的介紹;大數據分析;以及可視化和學習技術。第二部分《LexisNexis 大數據風險解決方案》專注於 LexisNexis 開發的特定技術和技術,以解決使用大數據分析的關鍵問題。它涵蓋了開源的高性能計算集群(HPCC Systems®)平台及其架構,以及為有效解決大數據問題而開發的平行數據語言 ECL 和 KEL。第三部分《大數據應用》描述了在 HPCC Systems 上解決的各種數據密集型應用,包括網絡安全、社交網絡分析(包括詐騙)、使用大數據分析的埃博拉擴散建模、無監督學習和圖像分類等應用。

本書適合各類人士,包括研究人員、科學家、程式設計師、工程師、設計師、開發人員、教育工作者和學生。本書對商業經理、企業家和投資者也具有幫助。