Big Data Analytics in Intelligent Iot and Cyber-Physical Systems
暫譯: 智能物聯網與網路物理系統中的大數據分析

Sharma, Nonita, Mangla, Monika, Shinde, Subhash K.

  • 出版商: Springer
  • 出版日期: 2024-11-23
  • 售價: $6,460
  • 貴賓價: 9.5$6,137
  • 語言: 英文
  • 頁數: 314
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 9819945208
  • ISBN-13: 9789819945207
  • 相關分類: 大數據 Big-data物聯網 IoTData Science
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

This book explores the complete system perspective, underlying theories, modeling, and applications of cyber-physical systems (CPS). Considering the interest of researchers and academicians, the editors present this book in a multidimensional perspective covering CPS at breadth. It covers topics ranging from discussion of rudiments of the system and efficient management to recent research challenges and issues.
This book is divided into four sections discussing the fundamentals of CPS, engineering-based solutions, its applications, and advanced research challenges. The contents highlight the concept map of CPS including the latest technological interventions, issues, challenges, and the integration of CPS with IoT and big data analytics, modeling solutions, distributed management, efficient energy management, cyber-physical systems research, and education with applications in industrial, agriculture, and medical domains. This book is of immense interest to those in academia and industry.

商品描述(中文翻譯)

本書探討了網路物理系統(Cyber-Physical Systems, CPS)的完整系統觀點、基礎理論、建模及應用。考慮到研究人員和學術界的興趣,編輯們從多維度的角度呈現本書,涵蓋了CPS的廣泛主題。內容包括系統基本概念的討論、高效管理的策略,以及近期的研究挑戰和問題。

本書分為四個部分,討論CPS的基本原理、基於工程的解決方案、其應用以及先進的研究挑戰。內容突顯了CPS的概念圖,包括最新的技術介入、問題、挑戰,以及CPS與物聯網(IoT)和大數據分析的整合、建模解決方案、分散式管理、高效能能源管理、網路物理系統研究及教育,並在工業、農業和醫療領域的應用。本書對學術界和產業界的人士具有極大的吸引力。

作者簡介

Dr. Nonita Sharma is working as Associate Professor at Indira Gandhi Delhi Technical University for Women, New Delhi. She has more than 15 years of teaching experience. Her major area of interest includes data mining, bioinformatics, time series forecasting, and wireless sensor networks She has published several papers in the International/National Journals/Conferences and book chapters. She received several best paper awards for her research work at renowned international conferences. She has been awarded the Best Teacher Award in view of recognition of her contributions, achievements, and excellence in Computer Science & Engineering at NIT Jalandhar. She has been awarded Best Content Guru Award by Infosys twice. She is a member of IEEE and has been shortlisted in the Top 5 for IEEE Women Achiever Award. She is the reviewer of many peer-reviewed journals and contributed to academic research in terms of projects, papers, and patents.

Dr. Monika Mangla received her Ph.D. from the Thapar Institute of Engineering and Technology, India, in 2019. She is working as an Associate Professor in the Department of Information Technology at Dwarkadas J. Sanghvi College of Engineering, Mumbai. Her interest areas include IoT, cloud computing, algorithms and optimization, location modeling, and machine learning. She has published several research papers and book chapters (SCI and Scopus Indexed) with reputed publishers. She has also been associated with several journals of national and international repute as a reviewer. She has two patents applied to her credit. She is a life member of CSI and IETE.

Dr. Subhash K Shinde has earned his Ph.D. in Computer Science and Engineering from Shri Guru Gobind Singhji Institute of Engineering and Technology, India. He has over 24 years of academic and research experience. His research areas include machine learning, computer networks, network security, data warehousing, and mining. He has also been guiding research scholars at the University of Mumbai, India. Currently, he is working as a Professor and vice-principal at Lokmanya Tilak College of Engineering (LTCoE), India. He has published numerous research papers at various reputed national/international conferences and journals (SCI and Scopus Indexed).

作者簡介(中文翻譯)

Dr. Nonita Sharma 目前擔任新德里印度甘地女子技術大學的副教授,擁有超過 15 年的教學經驗。她的主要研究領域包括資料探勘、生命資訊學、時間序列預測和無線感測網路。她在國際/國內期刊和會議上發表了多篇論文及書籍章節,並因其研究工作在知名國際會議上獲得多項最佳論文獎。她因在計算機科學與工程領域的貢獻、成就和卓越表現而獲得 NIT Jalandhar 的最佳教師獎。她曾兩次獲得 Infosys 的最佳內容大師獎。她是 IEEE 的成員,並在 IEEE 女性成就獎中入圍前五名。她擔任多本同行評審期刊的審稿人,並在項目、論文和專利方面對學術研究做出了貢獻。

Dr. Monika Mangla 於 2019 年在印度 Thapar 工程與技術學院獲得博士學位。她目前在孟買的 Dwarkadas J. Sanghvi 工程學院資訊技術系擔任副教授。她的研究興趣包括物聯網 (IoT)、雲計算、演算法與優化、位置建模和機器學習。她與知名出版商發表了多篇研究論文和書籍章節(SCI 和 Scopus 索引)。她還作為審稿人參與了多本國內外知名期刊的工作。她擁有兩項已申請的專利。她是 CSI 和 IETE 的終身會員。

Dr. Subhash K Shinde 在印度 Shri Guru Gobind Singhji 工程與技術學院獲得計算機科學與工程博士學位,擁有超過 24 年的學術和研究經驗。他的研究領域包括機器學習、計算機網路、網路安全、資料倉儲和資料探勘。他還在印度孟買大學指導研究學者。目前,他在印度 Lokmanya Tilak 工程學院 (LTCoE) 擔任教授及副校長。他在各類知名國內/國際會議和期刊上發表了大量研究論文(SCI 和 Scopus 索引)。