Internet of Things and Big Data Analytics Toward Next-Generation Intelligence (Studies in Big Data)
- 出版商: Springer
- 出版日期: 2017-08-22
- 售價: $10,630
- 貴賓價: 9.5 折 $10,099
- 語言: 英文
- 頁數: 549
- 裝訂: Hardcover
- ISBN: 3319604341
- ISBN-13: 9783319604343
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相關分類:
大數據 Big-data、物聯網 IoT、Data Science
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商品描述
This book highlights state-of-the-art research on big data and the Internet of Things (IoT), along with related areas to ensure efficient and Internet-compatible IoT systems. It not only discusses big data security and privacy challenges, but also energy-efficient approaches to improving virtual machine placement in cloud computing environments.
Big data and the Internet of Things (IoT) are ultimately two sides of the same coin, yet extracting, analyzing and managing IoT data poses a serious challenge. Accordingly, proper analytics infrastructures/platforms should be used to analyze IoT data. Information technology (IT) allows people to upload, retrieve, store and collect information, which ultimately forms big data. The use of big data analytics has grown tremendously in just the past few years. At the same time, the IoT has entered the public consciousness, sparking people’s imaginations as to what a fully connected world can offer.
Further, the book discusses the analysis of real-time big data to derive actionable intelligence in enterprise applications in several domains, such as in industry and agriculture. It explores possible automated solutions in daily life, including structures for smart cities and automated home systems based on IoT technology, as well as health care systems that manage large amounts of data (big data) to improve clinical decisions.
The book addresses the security and privacy of the IoT and big data technologies, while also revealing the impact of IoT technologies on several scenarios in smart cities design. Intended as a comprehensive introduction, it offers in-depth analysis and provides scientists, engineers and professionals the latest techniques, frameworks and strategies used in IoT and big data technologies.
商品描述(中文翻譯)
本書突顯了關於大數據和物聯網(IoT)的尖端研究,以及相關領域,以確保高效且兼容網際網路的物聯網系統。它不僅討論了大數據的安全性和隱私挑戰,還探討了在雲計算環境中改善虛擬機器配置的節能方法。
大數據和物聯網(IoT)最終是同一枚硬幣的兩面,但提取、分析和管理物聯網數據卻是一項嚴峻的挑戰。因此,應使用適當的分析基礎設施/平台來分析物聯網數據。資訊科技(IT)使人們能夠上傳、檢索、儲存和收集資訊,最終形成大數據。大數據分析的使用在過去幾年中急劇增長。與此同時,物聯網已進入公眾意識,激發了人們對於完全互聯世界所能提供的想像。
此外,本書討論了實時大數據的分析,以在多個領域的企業應用中獲取可行的智慧,例如在工業和農業中。它探索了日常生活中的可能自動化解決方案,包括基於物聯網技術的智慧城市結構和自動化家庭系統,以及管理大量數據(大數據)的健康照護系統,以改善臨床決策。
本書針對物聯網和大數據技術的安全性和隱私問題,並揭示了物聯網技術在智慧城市設計中幾種情境的影響。作為一部全面的入門書籍,它提供深入的分析,並為科學家、工程師和專業人士提供最新的技術、框架和策略,這些都是在物聯網和大數據技術中使用的。