Iot Edge Intelligence

本書探討了與AI-enabled Edge Technology範式（也稱為Edge Intelligence）相關的基本和高級概念，並將其置於物聯網（IoT）框架內。擴展Edge computing的應用變得越來越必要。這可能涉及探索自動化、智能計算學習定理以及面向ANN的可信機器學習觀點，以增強計算智能。本書不僅是該領域專業人士的寶貴資源，也是新手在AI-enabled Edge Technologies及其應用領域的全面學習工具，涵蓋了基本和高級概念。本書利用數據和網絡工程以及智能決策支持系統設計原則，設計可靠的物聯網邊緣雲生態系統並實施物理感知基礎設施解決方案。本書將幫助讀者了解設計架構和AI算法，並通過物聯網邊緣、設備邊緣以及雲-IoT對策的最新技術學習分析。本書對於從事本科或研究生學習、進行研究或在計算機科學、信息技術、電子工程和複雜數學建模領域工作的人士來說是一本寶貴的參考資料。

Souvik Pal is an Associate Professor in the Department of Computer Science and Engineering at Sister Nivedita University (Techno India Group), Kolkata, India. Prior to that, he was associated with Global Institute of Management and Technology; Brainware University, Kolkata; JIS College of Engineering, Nadia; Elitte College of Engineering, Kolkata; and Nalanda Institute of Technology, Bhubaneswar, India. Dr. Pal received his M.Tech, and Ph.D degrees in the field of Computer Science and Engineering from KIIT University, Bhubaneswar, India. He has more than a decade of academic experience. He is author or co-editor of more than 15 books from reputed publishers, including Elsevier, Springer, CRC Press, and Wiley, and he holds three patents. He is serving as a Series Editor for "Advances in Learning Analytics for Intelligent Cloud-IoT Systems", published by Scrivener-Wiley Publishing (Scopus-indexed); "Internet of Things: Data-Centric Intelligent Computing, Informatics, and Communication", published CRC Press, Taylor & Francis Group, USA; "Conference Proceedings Series on Intelligent Systems, Data Engineering, and Optimization", published CRC Press, Taylor & Francis Group, USA; Dr. Pal has published a number of research papers in Scopus / SCI/SCIE Journals and conferences. He is the organizing chair of RICE 2019, Vietnam; RICE 2020 Vietnam; ICICIT 2019, Tunisia. He has been invited as a keynote speaker at ICICCT 2019, Turkey, and ICTIDS 2019, 2021 Malaysia. He has also served as Proceedings Editor of ICICCT 2019, 2020; ICMMCS 2020, 2021; ICWSNUCA 2021, India. His professional activities include roles as Associate Editor, Guest Editor, and Editorial Board member for more than 100+ international journals and conferences of high repute and impact. His research area includes cloud computing, big data, internet of things, wireless sensor network, and data analytics. He is a member of many professional organizations, including MIEEE; MCSI; MCSTA/ACM, USA; MIAENG, Hong Kong;MIRED, USA; MACEEE, New Delhi; MIACSIT, Singapore; and MAASCIT, USA.

Claudio Savaglio is a Tenure-Track Assistant Professor at the Department of Computer Science, Modeling, Electronics and Systems Engineering (DIMES) of the Università della Calabria, and a Researcher at ICAR-CNR (Institute for high performance computing and net-working of the Italian National Research Council), Italy. He received the Master degree in Computer Engineering (2013) and the Ph.D. degree in ICT (2018) both from the University of Calabria (Unical), Italy, where he was also Postdoctoral Research Fellow. In 2020 he obtained the Italian National Scientific Habilitation to Associate Professor in information processing systems. Dr. Savaglio was a Visiting Researcher at the University of Texas at Dallas (TX, USA) in 2013, at the New Jersey Institute of Technology (NJ, USA) in 2016, and at the Universitat Politècnica de València (Spain) in 2017. His research interests include the Internet of Things (IoT), network simulation, edge intelligence, and agent-oriented development methodologies. He has co-authored 70+ scientific papers on the aforementioned topics which have been published in international journals, book chapters and conference proceedings. He currently serves as Associate Editor for the IEEE Transactions on Systems, Man and Cybernetics: Systems and Guest Editor for the Journal of Computers & Electrical Engineering (CAEE), Sensors and IET journal. He has also served as a technical program committee member and reviewer for many premium conferences and journals in the areas of IoT, computer communications and networks. He is a member of the Ph. D. board in ICT at University of Calabria and of the Italian Ph.D. board in Autonomous Systems (DAUSY).

Roberto Minerva (Senior Member, IEEE) received the M.S. (summa cum laude) degree in computer science from the University of Bari, Italy, in 1987, and the Ph.D. degree in computer science and telecommunications fromPierre and Marie Curie University-Sorbonne University, Paris, France, in 2013. From 1987 to 1996, he was a Researcher in the area of service architectures and network intelligence within the Telecom Italia Research Center. In the following years, he was appointed responsible of several research groups related to network intelligence and evolution to next generation networks. From 2013 to 2016, he was appointed to the Strategic Initiatives of TIM. In 2016, he was the Technical Project Leader of SoftFIRE and a European Project devoted to the experimentation of NFV, SDN, and edge computing. Since 2018, he has been an Associate Professor of Softwarization within the Service Architecture Lab of the Wireless Networks and Multimedia Services Department of Institut Mines Telecom Sud Paris part of Institute Polytechnique de Paris, Evry, Paris, France. He is the author of the book Networks and New Services: A Complete Story. He is the author of more than 50 articles in journals and international conferences. Dr. Minerva has been the Chairperson of the IEEE IoT Initiative in the period (2014 -2016). He is currently a member of the Scientific Committee of the Fondazione Bruno Kessler, Trento, Italy.

Flávia C. Delicato is an Associate Professor at the Fluminense Federal University, Brazil. Her main research interests are Edge/Fog Computing, Internet of Things, adaptive middleware, sensor and network virtualization. She has 2 books and over 230 published papers. She coordinates and participates in R&D projects funded by companies such as EMC, Dell and Petrobras. Her research has also received funding from Brazilian and international development agencies, including CNPq, RNP, FAPESP, FAPERJ, CENPES, MCT, Fundacion Carolina and The Australian Agency for International Development (AusAID). She has served as General and Program Chairs at several national and international conferences. She serves/has served as Associate Editor of the following journals: Ad hoc Networks, ACM Computer Surveys, IEEE Transactions on Service Computing, IEEE Open Journal of the Communications Society, ITU Journal on Future and Evolving Technologies and Journal of Interconnection Networks, besides acting as Guest Editor for Special Issues of Journals such as Future Generation Computer Systems and IEEE Transactions on Consumer Electronics. Since 2017 she is a member of the IEEE Technical Committee on Smart World - SWTC. Since 2020 she has been one of the Chairs of the IEEE Special Committee on Hyper-Intelligence (Hyper-Intelligence Technical Committee -HITC).

Souvik Pal是印度加爾各答Sister Nivedita大學（Techno India Group）計算機科學與工程系的副教授。在此之前，他曾在Global Institute of Management and Technology、Brainware大學、JIS College of Engineering、Elitte College of Engineering和Nalanda Institute of Technology等學校擔任職位。Pal博士在印度Bhubaneswar的KIIT大學獲得了計算機科學與工程的碩士和博士學位。他擁有十多年的學術經驗，是多本由Elsevier、Springer、CRC Press和Wiley等知名出版商出版的書籍的作者或共同編輯，並持有三項專利。他擔任由Scrivener-Wiley Publishing（Scopus索引）出版的《智能雲IoT系統的學習分析進展》系列編輯，《物聯網：以數據為中心的智能計算、信息學和通信》（由CRC Press、Taylor & Francis Group，美國出版）以及《智能系統、數據工程和優化的會議論文系列》（由CRC Press、Taylor & Francis Group，美國出版）的編輯。Pal博士在Scopus/SCI/SCIE期刊和會議上發表了多篇研究論文。他是RICE 2019越南、RICE 2020越南和ICICIT 2019突尼斯的組織主席。他曾應邀擔任ICICCT 2019土耳其和ICTIDS 2019、2021馬來西亞的主題演講嘉賓。他還擔任ICICCT 2019、2020；ICMMCS 2020、2021；ICWSNUCA 2021印度的會議編輯。他的專業活動包括擔任100多個國際知名期刊和會議的副編輯、客座編輯和編輯委員會成員。他的研究領域包括雲計算、大數據、物聯網、無線傳感器網絡和數據分析。他是許多專業組織的成員，包括MIEEE、MCSI、MCSTA/ACM（美國）、MIAENG（香港）、MIRED（美國）、MACEEE（新德里）、MIACSIT（新加坡）和MAASCIT（美國）。

Claudio Savaglio是意大利卡拉布里亞大學（Università della Calabria）計算機科學、建模、電子和系統工程（DIMES）系的助理教授，也是意大利國家研究委員會（ICAR-CNR）高性能計算和網絡研究所的研究員。他在卡拉布里亞大學（Unical）獲得了計算機工程碩士學位（2013年）和ICT博士學位（2018年），並在該校擔任博士後研究員。2020年，他獲得了意大利國家科學博士資格，成為信息處理系統副教授。Savaglio博士在2013年曾作為訪問研究員在德克薩斯大學達拉斯分校（美國德克薩斯州）、2016年在新澤西理工學院（美國新澤西州）和2017年在瓦倫西亞理工大學（西班牙）進行過研究訪問。他的研究興趣包括物聯網（IoT）、網絡模擬、邊緣智能和面向代理的開發方法。他在上述主題上合著了70多篇科學論文，發表在國際期刊、專書章節和會議論文集中。他目前擔任IEEE Transactions on Systems, Man and Cybernetics: Systems的副編輯，以及Journal of Computers & Electrical Engineering（CAEE）、Sensors和IET journal的客座編輯。他還擔任許多物聯網、計算機通信和網絡領域的高級會議和期刊的技術程序委員會成員和審稿人。他是卡拉布里亞大學ICT博士委員會和意大利自主系統博士委員會（DAUSY）的成員。

Roberto Minerva（IEEE高級會員）於1987年在意大利巴里大學獲得計算機科學碩士學位（榮譽學位），並於Pierre and Marie C...