Handbook of research on cloud and fo...
Raj, Pethuru,

 

  • Handbook of research on cloud and fog computing infrastructures for data science[electronic resource] /
  • 紀錄類型: 書目-電子資源 : Monograph/item
    杜威分類號: 004.67/82
    書名/作者: Handbook of research on cloud and fog computing infrastructures for data science/ Pethuru Raj and Anupama Raman, editors.
    其他作者: Raj, Pethuru,
    出版者: Hershey, Pennsylvania : : IGI Global,, [2018]
    面頁冊數: 1 online resource (xx, 440 p.)
    標題: Cloud computing - Congresses.
    ISBN: 9781522559733 (ebook)
    ISBN: 9781522559726 (hardcover)
    書目註: Includes bibliographical references and index.
    內容註: Chapter 1. Expounding the edge/fog computing infrastructures for data science -- Chapter 2. Evolution of fog computing and its role in IoT applications -- Chapter 3. Fog computing and virtualization -- Chapter 4. Fog computing: introduction, architecture, analytics, and platforms -- Chapter 5. A comprehensive survey of IoT edge/fog computing protocols -- Chapter 6. Software-defined cloud infrastructure -- Chapter 7. Internet of things (IoT): a study on key elements, protocols, application, research challenges, and fog computing -- Chapter 8. Internet of things (IoT) technologies, architecture, protocols, security, and applications: a Survey -- Chapter 9. Fuzzy-logic-based decision engine for offloading IoT application using fog computing -- Chapter 10. Data mining algorithms and techniques -- Chapter 11. Machine learning -- Chapter 12. Data mining algorithms, fog computing -- Chapter 13. Remote elderly health monitoring system using cloud-based WBANS -- Chapter 14. Internet of things and smart city initiatives in Middle Eastern Countries -- Chapter 15. Comparison study of different NoSQL and cloud paradigm for better data storage technology -- Chapter 16. Fast data vs. big data with IoT streaming analytics and the future applications -- Chapter 17. Voice biometrics: the promising future of authentication in the Internet of things -- Chapter 18. Text, images, and video analytics for fog computing.
    摘要、提要註: "This book explores cloud and fog/edge infrastructures for achieving next-generation data science functionalities and facilities. It also focuses on cloud infrastructures (public, private and hybrid) and edge/fog infrastructures that facilitate the formation and sustenance of device clouds in order to have powerful data science facility in place"--
    電子資源: http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-5225-5972-6
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