Big Data and Internet of Things: A Roadmap for Smart Environments (Studies in Computational Intelligence)
- 出版商: Springer
- 出版日期: 2016-09-03
- 售價: $6,580
- 貴賓價: 9.5 折 $6,251
- 語言: 英文
- 頁數: 492
- 裝訂: Paperback
- ISBN: 3319344811
- ISBN-13: 9783319344812
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相關分類:
大數據 Big-data、物聯網 IoT
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相關主題
商品描述
This book presents current progress on challenges related to Big Data management by focusing on the particular challenges associated with context-aware data-intensive applications and services. The book is a state-of-the-art reference discussing progress made, as well as prompting future directions on the theories, practices, standards and strategies that are related to the emerging computational technologies and their association with supporting the Internet of Things advanced functioning for organizational settings including both business and e-science. Apart from inter-operable and inter-cooperative aspects, the book deals with a notable opportunity namely, the current trend in which a collectively shared and generated content is emerged from Internet end-users. Specifically, the book presents advances on managing and exploiting the vast size of data generated from within the smart environment (i.e. smart cities) towards an integrated, collective intelligence approach. The book also presents methods and practices to improve large storage infrastructures in response to increasing demands of the data intensive applications. The book contains 19 self-contained chapters that were very carefully selected based on peer review by at least two expert and independent reviewers and is organized into the three sections reflecting the general themes of interest to the IoT and Big Data communities:
Section I: Foundations and Principles
Section II: Advanced Models and Architectures
Section III: Advanced Applications and Future Trends
The book is intended for researchers interested in joining interdisciplinary and transdisciplinary works in the areas of Smart Environments, Internet of Things and various computational technologies for the purpose of an integrated collective computational intelligence approach into the Big Data era.
商品描述(中文翻譯)
本書著重於與上下文感知的大數據應用和服務相關的挑戰,介紹了當前在大數據管理方面的進展。本書是一本最新的參考資料,討論了與新興計算技術相關的理論、實踐、標準和策略,以及它們與支持物聯網在組織設置中的高級功能(包括商業和電子科學)的關聯。除了可互操作和互合作的方面外,本書還涉及一個值得注意的機會,即從互聯網終端用戶中產生的共享內容的當前趨勢。具體而言,本書介紹了在智能環境(即智慧城市)內產生的大量數據的管理和利用方面的進展,以實現一種集成的集體智能方法。本書還介紹了改善大型存儲基礎設施以應對數據密集型應用需求增加的方法和實踐。本書包含19個獨立的章節,這些章節是根據至少兩位專家和獨立評審的評審選擇的,並分為三個部分,反映了物聯網和大數據社區的一般主題的興趣:
第一部分:基礎和原則
第二部分:高級模型和架構
第三部分:高級應用和未來趨勢
本書旨在吸引對於智能環境、物聯網和各種計算技術感興趣的研究人員,以實現在大數據時代中集成集體計算智能方法的跨學科和跨領域工作。