Artificial Intelligence for Cloud and Edge Computing
暫譯: 雲端與邊緣運算的人工智慧

本書探討了人工智慧（AI）與雲端運算及邊緣運算的未來可能性。本書的主要目標是分析、實作及討論許多工具（包括人工智慧、機器學習、深度學習、雲端運算、霧運算及邊緣運算，並涵蓋網路安全的概念），以理解這些技術的整合。透過本書，讀者可以快速獲得這些新興主題的概覽，並獲得許多關於AI未來在雲端、邊緣及其他領域的想法。主題包括基於物聯網的雲端系統中的機器學習和深度學習技術；AI基於的雲端及物聯網雲端系統中的安全性、隱私和信任問題；用於雲端物聯網的智能數據存儲的AI；基於區塊鏈的AI基於雲端及物聯網雲端系統的解決方案。本書對研究人員、學術界、學生及專業人士均具相關性。

Sanjay Misra is full Professor of Computer Engineering at Covenant University (400-500 ranked University by THE) Ota, Nigeria. He has 25 years of wide experience in academic administration and research in various universities in Asia, Europe, and Africa. He is PhD. in Information and Know. Engg (Software Engineering) from the University of Alcala, Spain and M.Tech.(Software Engineering) from Motilal Nehru National Institute of Technology, India. He is editor in chief of International Journal of Human Capital and Information Technology Professionals (IJHCITP)-IGI Global, a book series IT Personnel and Project Management, and of 3 journals (IJ). He edited (with colleagues) 42 LNCS, 6 IEEE proceedings, several books (Springer, IGI), and editor in various SCIE journals. He As of today (15.03.2020)- As per SciVal(SCOPUS- Elsevier) analysis)- He is the most productive researcher (no. 1-) in whole Nigeria during 2012-2017, 2013-2018 and 2014-2019(in all subjects), in computer science no 1 in the whole country and no 4 in the whole continent. Total around 400 articles (SCOPUS/Web of Science) with 200 coauthors around the world (-90 in JCR/SCIE Journals) in the core & application area of Software Engg (SQA, SPI, SPM), Web engg, Health Informatics, Intelligent systems etc. He has delivered more than 80 keynote speeches/invited talks/public lectures in reputed conferences and institutes around the world (travelled around 60 countries). He got several awards for outstanding publications (2014 IET Software Premium Award (UK)), and from TUBITAK-Turkish Higher Education, and Atilim University).

Amit Kumar Tyagi is Assistant Professor (Senior Grade), and Senior Researcher at Vellore Institute of Technology (VIT), Chennai Campus, India. His current research focuses on Machine Learning with Big data, Blockchain Technology, Data Science, Cyber Physical Systems, Smart & Secure Computing and Privacy. He has contributed to several projects such as "AARIN" and "P3-Block" to address some of the open issues related to the privacy breaches in Vehicular Applications (such as Parking) and Medical Cyber Physical Systems. He received his Ph.D. Degree from Pondicherry Central University, India. He is a member of the IEEE.

Vincenzo Piuri has received his Ph.D. in computer engineering at Politecnico di Milano, Italy (1989). He is Full Professor in computer engineering at the Università degli Studi di Milano, Italy (since 2000). He has been Associate Professor at Politecnico di Milano, Italy and Visiting Professor at the University of Texas at Austin and at George Mason University, USA. His main research interests are: artificial intelligence, computational intelligence, intelligent systems, machine learning, pattern analysis and recognition, signal and image processing, biometrics, intelligent measurement systems, industrial applications, digital processing architectures, fault tolerance, dependability, and cloud computing infrastructures. Original results have been published in more than 400 papers in international journals, proceedings of international conferences, books, and book chapters. He is Fellow of the IEEE, Distinguished Scientist of ACM, and Senior Member of INNS. He is President of the IEEE Systems Council (2020-21), and has been IEEE Vice President for Technical Activities (2015), IEEE Director, President of the IEEE Computational Intelligence Society, Vice President for Education of the IEEE Biometrics Council, Vice President for Publications of the IEEE Instrumentation and Measurement Society and the IEEE Systems Council, and Vice President for Membership of the IEEE Computational Intelligence Society. He is Editor-in-Chief of the IEEE Systems Journal (2013-19), and Associate Editor of the IEEE Transactions on Cloud Computing, and has been Associate Editor of the IEEE Transactions on Computers, the IEEE Transactions on Neural Networks, the IEEE Transactions on Instrumentation and Measurement, and IEEE Access. He received the IEEE Instrumentation and Measurement Society Technical Award (2002) and the IEEE TAB Hall of Honor (2019). He is Honorary Professor at: Obuda University, Hungary; Guangdong University of Petrochemical Technology, China; Northeastern University, China; Muroran Institute of Technology, Japan; and the Amity University, India.

Dr Lalit Garg is a Senior Lecturer in Computer Information Systems at the University of Malta, Malta and an honorary lecturer at the University of Liverpool, UK. He has also worked as a researcher at the Nanyang Technological University, Singapore and Ulster University, UK. His supervision experience includes more than 190 Masters' dissertations and four PhD thesis. He has edited two books and published over 100 papers in refereed high impact journals, conferences and books, and some of his articles awarded best paper awards. He has delivered more than twenty keynote speeches in different countries, organised/chaired/co-chaired a similar number of international conferences. He was awarded research studentship in Healthcare Modelling to carry out his PhD research studies in the faculty of computing and engineering at Ulster University, UK. His doctoral research was nominated for the Operational Research Society Doctoral Prize "Most Distinguished Body of Research leading to the Award of a Doctorate in the field of OR". He has also consulted numerous public and private organisations for their information system implementations. His research interests are missing data handling, machine learning, data mining, mathematical and stochastic modelling, and operational research, and their applications, especially in the healthcare domain.

Sanjay Misra 是奈及利亞 Covenant University 的計算機工程全職教授（根據 THE 排名為 400-500 的大學）。他在亞洲、歐洲和非洲的多所大學擁有 25 年的廣泛學術管理和研究經驗。他擁有西班牙 Alcala 大學的資訊與知識工程（軟體工程）博士學位，以及印度 Motilal Nehru 國立技術學院的碩士學位（軟體工程）。他是國際人力資本與資訊技術專業人員期刊（IJHCITP）-IGI Global 的主編，IT 人員與專案管理書系列的編輯，以及三本期刊的編輯（IJ）。他與同事編輯了 42 本 LNCS、6 本 IEEE 會議論文集，以及多本書籍（Springer、IGI），並在多本 SCIE 期刊擔任編輯。截至今天（2020 年 3 月 15 日）根據 SciVal（SCOPUS-Elsevier）分析，他是 2012-2017、2013-2018 和 2014-2019 年間整個奈及利亞最具生產力的研究者（第 1 名），在計算機科學領域是全國第 1 名，整個大陸第 4 名。總共發表約 400 篇文章（SCOPUS/Web of Science），與全球約 200 位合著者合作（-90 篇在 JCR/SCIE 期刊上），涵蓋軟體工程（SQA、SPI、SPM）、網頁工程、健康資訊學、智能系統等核心與應用領域。他在全球各大會議和機構發表了超過 80 場主題演講/受邀演講/公開講座（曾旅行至約 60 個國家）。他因卓越的出版物獲得多項獎項（2014 年英國 IET 軟體優秀獎），以及來自 TUBITAK-土耳其高等教育和 Atilim 大學的獎項。

Amit Kumar Tyagi 是印度 Chennai 校區 Vellore Institute of Technology (VIT) 的助理教授（高級職級）和高級研究員。他目前的研究重點是大數據的機器學習、區塊鏈技術、數據科學、網絡物理系統、智能與安全計算及隱私。他參與了多個項目，如「AARIN」和「P3-Block」，以解決與車輛應用（如停車）和醫療網絡物理系統相關的隱私漏洞問題。他在印度 Pondicherry 中央大學獲得博士學位，並且是 IEEE 的成員。

Vincenzo Piuri 在意大利米蘭理工大學獲得計算機工程博士學位（1989 年）。自 2000 年以來，他是意大利米蘭大學的計算機工程全職教授。他曾擔任意大利米蘭理工大學的副教授，以及美國德克薩斯州奧斯汀大學和喬治梅森大學的訪問教授。他的主要研究興趣包括：人工智慧、計算智能、智能系統、機器學習、模式分析與識別、信號與影像處理、生物識別、智能測量系統、工業應用、數位處理架構、容錯性、可靠性和雲計算基礎設施。他的原創成果已在 400 多篇國際期刊、國際會議論文集、書籍和書籍章節中發表。他是 IEEE 會士、ACM 傑出科學家和 INNS 高級會員。他是 IEEE 系統委員會的主席（2020-21），曾擔任 IEEE 技術活動副總裁（2015）、IEEE 董事、IEEE 計算智能學會主席、IEEE 生物識別委員會教育副總裁、IEEE 儀器與測量學會及 IEEE 系統委員會出版副總裁，以及 IEEE 計算智能學會會員副總裁。他是 IEEE 系統期刊的主編（2013-19），並擔任 IEEE 雲計算期刊的副編輯，曾擔任 IEEE 計算機期刊、IEEE 神經網絡期刊、IEEE 儀器與測量期刊和 IEEE Access 的副編輯。他獲得了 IEEE 儀器與測量學會技術獎（2002 年）和 IEEE TAB 榮譽殿堂（2019 年）。他是匈牙利奧布達大學、中國廣東石油化工技術大學、中國東北大學、日本室蘭工業大學和印度阿米提大學的名譽教授。

Lalit Garg 博士是馬爾他馬爾他大學計算機資訊系的高級講師，並且是英國利物浦大學的名譽講師。他曾在新加坡南洋理工大學和英國阿爾斯特大學擔任研究員。他的指導經驗包括超過 190 篇碩士論文和四篇博士論文。他編輯了兩本書，並在高影響力的期刊、會議和書籍上發表了超過 100 篇論文，其中一些文章獲得最佳論文獎。他在不同國家發表了超過二十場主題演講，組織/主持/共同主持了相似數量的國際會議。他獲得了醫療建模研究生獎學金，以在英國阿爾斯特大學的計算與工程學院進行博士研究。他的博士研究被提名為運營研究學會博士獎「最傑出的研究成果，導致在運營研究領域獲得博士學位」。他還為許多公共和私人機構的資訊系統實施提供諮詢。他的研究興趣包括缺失數據處理、機器學習、數據挖掘、數學和隨機建模，以及運營研究及其應用，特別是在醫療領域。