Data-Driven IoT Ecosystems: Integrating Device, Edge, and Cloud Paradigms
暫譯: 資料驅動的 IoT 生態系統：整合裝置、邊緣與雲端典範

本書深入探討 IoT 應用程式的設計與實作，說明資料分析、機器學習與 AI 如何提升 IoT 的效率與創新能力。本書聚焦於自動化、決策制定與連線能力，探討醫療保健、農業及工業自動化等各個領域所面臨的挑戰。

Dr. Subrata Chowdhury is an Associate Professor at the Department of Computer Science and Engineering,
Sri Venkateswara College of Engineering & Technology (Autonomous), R.V.S. Nagar, Tirupati Road, Andhra
Pradesh - 517127, India, and in the Department of Computer Science and Engineering, Sreenivasa Institute
of Technology and Management Studies, Chittoor, Andhra Pradesh, India. He completed his Bachelor of Computer Applications from IK Gujral Punjab Technical University, a state university, in 2008, his Master of Computer Applications from VIT Vellore in 2015, his M.Tech from JNTU Ananatapur in 2024, and his PhD in Computer Science from VISTAS, Chennai, Tamil Nadu, India in 2021. Currently, he is pursuing his PhD from NIT, Arunachal Pradesh, India. He has written and edited more than 15 books on different topics and technologies. He has published more than 100 articles in SCI conferences, book chapters in Scopus and National and International Conferences, published patents, and has also been granted patents. He had H-index of 20; he is a UN lab member for Sustainability and he has written 7 books and edited around 20 books; he is a reviewer for Springer, Elsevier, Taylor & Francis Group, MDPI. He also served as the session chair for many IEEE, Springer, and ACM conferences, had given keynote talks and FDPs, and conducted workshops and seminars for many institutions and organizations. He has associations with software companies for consulting services; he is a guide to many graduate and postgraduate students; and he is the external supervisor for many PhD students. He is the Postdoctoral Research Supervisor for SIT Singapore and Lincoln University College, Malaysia. He is currently associated with the Study Council for Rural Development projects. He had been a member of IEEE, IET, ISTE, IAENG, and ACM, and an editor for Springer, Elsevier, IEEE Transactions, ACM, and other
reputed journals. He had reviewed more than 100 papers for many reputed publishers and conferences.

Dr. J. Naskath, Professor in the Department of Artificial Intelligence and Data Science at National Engineering
College, Tamil Nadu, India, and coordinator of the Center for IIoT, Robotics and Automation, is a distinguished academic with 17 years of teaching and research experience. She holds her undergraduate, postgraduate, and doctoral degrees in Computer Science and Engineering from Anna University, Chennai. Her research focuses on Wireless Sensor Networks, Ad hoc Networks, IoT, Intelligent Vehicle Systems, and Data Science. She has guided several research scholars, completed funded projects worth ₹13.5 lakhs, and contributed innovations, including patents on a Smart Waste Collecting Bin and an Apparatus for Marshaling a Parrock. Dr. Naskath has published over 30 papers in SCI, Scopus, IEEE, and peer-reviewed journals, authored 2 book chapters, edited 3 books, organized more than 10 technical programs, and delivered 15 expert lectures. She is a reviewer for leading journals, including Springer, PLOS One, and IEEE, and her contributions have earned her several awards, establishing her as a respected researcher and academic leader.

Dr. Kathrin Kind is a multi-award-winning expert in AI applied to business. She started her career in 1999 in quality engineering for international mobile communication networks at Siemens. Later on, she developed complete
vehicle functions for ADAS, engine management, steering, braking, cockpit infotainment, and autonomous driving at several automotive suppliers, including Bosch, ZF-TRW, and Magneti Marelli, and at automotive OEMs such as
BMW in Munich, Mercedes-Benz Cars in Sindelfingen, and Audi in Ingolstadt. She was a senior research scientist
in AI for the Volkswagen Group in Wolfsburg. She is currently Chief Data Scientist and AI Director for Cognizant
in the Global Growth Markets, and the Technical Editor for CRC Press and Springer Nature. She is a volunteer mentor for the KALAI initiative with ICT, a Guest Lecturer at the University of Agder in Norway and the University of Delhi, New Delhi, India, and an author and co-author of technical books in autonomous systems and data. She has a doctorate in AI applied to business from SSBM Geneva and the faculty of business from the University of Zagreb, an MBA in AI from the University of Cumbria, an MSc in computer science and software engineering from the University of Hertfordshire, and a Master of Arts in leading innovation and change from York St. John. She has a PG Diploma in Digitalization Leadership from Columbia University and a PG Diploma in Systems Engineering from MIT, USA.

Dr. Joanna Rosak-Szyrocka holds an H26 index on Google Scholar, an H15 index on Web of Science, and an
H20 index on Scopus. She is an Assistant Professor, Erasmus+ coordinator at the Faculty of Management,
Częstochowa University of Technology, Poland. She specialized in the fields of digitalization, Industry 5.0, Quality
4.0, education, IoT, AI, and quality management. She is also the Deputy Executive Editor of the journal Management Systems in Production Engineering. Her research interests include digitalization, sustainable development, Industry 5.0, Quality 4.0, higher education, and artificial intelligence. She has completed research internships at the University of Zilina (Slovakia) and the Silesian University of Technology (Poland). She participated in multiple Erasmus+ teacher mobility programs: Italy, UK, Slovenia, Hungary, Czech Republic, Slovakia, and France. She cooperates with many universities both in the country and abroad. She serves on the editorial board of PlOS One PeerJ journals, is the associate editor for Cogent Business and Management, Taylor & Francis Group, and a guest editor of Entertainment Computing (Elsevier), Resources (MDPI), IJERPH (MDPI), Energies (MDPI), Sustainability (MDPI), Discover Sustainability (Springer), Frontiers, Measurement (Elsevier). She is a reviewer for a number of prestigious publishers such as IEEE, Elsevier, MDPI, Frontiers, Sage, Springer, and Emerald. She was a member of the Research Team at the Faculty of Management of the Częstochowa University of Technology in 2022 and the interdisciplinary team in 2022; member of the team for surveying deans' offices and the course of studies in the field of occupational health and safety; member of the technical team for evaluation at the Faculty of Management of the Częstochowa University of Technology; andmember of IEEE Advancing Technology for Humanity in 2022, Association of Quality and Production Managers. She is a participant of the scientific project VEGA No. 1/0067/11 Dynamics and Content of Decision-making Processes in
Motivating Human Potential, granted by the Ministry of Education of the Slovak Republic. She is a co-editor and contributor to 12 scientific monographs published by Routledge and Taylor & Francis Group and has authored or co-authored over 100 publications in high-impact academic journals. Since the beginning of her academic career,
she has consistently received Rector's Awards for scientific excellence. In 2012, she received the Dean's Award from the Faculty of Management at Częstochowa University of Technology for her publication achievements. In 2019, she was honored with a diploma for the substantive supervision of a diploma thesis awarded in the national
IKAR JAKOŚĆ competition. In 2023, she received the Bronze Medal of the President of the Republic of Poland for distinguished long-term service.

Dr. Soumi Dutta is Associate Professor at Sister Nivedita University, India. She has completed her PhD (CST),
IIEST, Shibpur, West Bengal, India. She received her B.Tech (IT) and M.Tech (CSE), securing the First position
(Gold medalist) from MAKAUT. She is certified as a Publons Academy Peer Reviewer, 2020, and a Certified
Microsoft Innovative Educator, 2020. Her research interests are Data Mining, Information Retrieval, Online Social
Media Analysis, and Image Processing. She has published 51 conference and journal papers with Springer, IEEE, IGI Global, Taylor & Francis Group, and others. She has published 17 books with Palgrave Macmillan, Springer, IET, and IGI Global. She is a peer reviewer and a TPC member for various international journals. She was the editor in CIPR 2020, CIPR 2019, IEMIS 2020, CIIR 2021, IEMIS 2018, IEMIS 2022, ICIDA 2022, ICIDA 2023, CIIR 2023, and special issues in IJWLTT. She is a member of several technical functional bodies, including CSI, ACM, IEEE, IFERP, MACUL, SDIWC, Internet Society, ICSES, ASR, AIDASCO, USERN, IRAN, and IAENG. She has published seven patents and one Copyright. She has one authored book in Elsevier. Dr. Soumi Dutta has delivered 39 keynote talks at different international conferences. She has been awarded the Rashtriya Shiksha Ratna Award, InSc Research Education Excellence Award, and International Teacher Award 2020-2021 by the Ministry of MSME, Government of India.

Dr. Subrata Chowdhury 是 Sri Venkateswara College of Engineering & Technology（Autonomous）電腦科學與工程系的副教授，該校位於印度 Andhra Pradesh 邦 R.V.S. Nagar、Tirupati Road，郵遞區號 517127；同時也任職於印度 Andhra Pradesh 邦 Chittoor 的 Sreenivasa Institute of Technology and Management Studies 電腦科學與工程系。他於 2008 年取得 IK Gujral Punjab Technical University（一所州立大學）的 Bachelor of Computer Applications 學位，2015 年取得 VIT Vellore 的 Master of Computer Applications 學位，2024 年取得 JNTU Ananatapur 的 M.Tech 學位，並於 2021 年取得印度 Tamil Nadu 邦 Chennai 的 VISTAS 電腦科學博士學位。目前，他正在印度 Arunachal Pradesh 的 NIT 攻讀博士學位。他曾撰寫及編輯超過 15 本，主題涵蓋不同領域與技術的書籍。他已在 SCI 會議、Scopus 收錄的書籍章節，以及國內外會議中發表超過 100 篇文章；此外也發表及獲授予多項專利。他的 H-index 為 20；他是聯合國永續發展實驗室（UN lab for Sustainability）成員，曾撰寫 7 本書並編輯約 20 本書；同時擔任 Springer、Elsevier、Taylor & Francis Group 及 MDPI 的審稿人。他也曾擔任多場 IEEE、Springer 及 ACM 會議的場次主席，發表主題演講與 FDP（Faculty Development Program，教師發展計畫），並為許多機構與組織舉辦工作坊及研討會。他與多家軟體公司合作，提供顧問服務；擔任許多研究生與碩士生的指導教授，並擔任多名博士生的校外指導教授。他是 SIT Singapore 與 Lincoln University College, Malaysia 的博士後研究指導教授。目前，他參與 Study Council 的農村發展計畫。他曾是 IEEE、IET、ISTE、IAENG 及 ACM 的會員，並擔任 Springer、Elsevier、IEEE Transactions、ACM 及其他知名期刊的編輯。他曾為許多知名出版社及會議審閱超過 100 篇論文。

Dr. J. Naskath 是印度 Tamil Nadu 邦 National Engineering College 人工智慧與資料科學系的教授，也是 IIoT、Robotics and Automation Center 的協調人。她是一位傑出的學者，擁有 17 年的教學與研究經驗。她在 Chennai 的 Anna University 取得電腦科學與工程領域的學士、碩士及博士學位。她的研究重點包括 Wireless Sensor Networks、Ad hoc Networks、IoT、Intelligent Vehicle Systems 及 Data Science。她曾指導多名研究學者，完成總值 13.5 lakh 盧比的補助研究計畫，並投入多項創新研究，包括 Smart Waste Collecting Bin 及 Apparatus for Marshaling a Parrock 等專利。Dr. Naskath 已在 SCI、Scopus、IEEE 及同儕審查期刊發表超過 30 篇論文，撰寫 2 篇書籍章節、編輯 3 本書、籌辦超過 10 場技術活動，並發表 15 場專家演講。她擔任包括 Springer、PLOS One 及 IEEE 在內之知名期刊的審稿人；她的研究貢獻為她贏得多項獎項，使她成為備受尊敬的研究人員與學術領導者。

Dr. Kathrin Kind 是一位屢獲殊榮、專精於將 AI 應用於商業領域的專家。她於 1999 年在 Siemens 開始職業生涯，從事國際行動通訊網路的品質工程工作。之後，她曾在多家汽車供應商與汽車製造商任職，負責開發 ADAS、引擎管理、轉向、煞車、座艙資訊娛樂及自動駕駛等完整車輛功能；任職的汽車供應商包括 Bosch、ZF-TRW 及 Magneti Marelli，汽車製造商則包括位於 Munich 的 BMW、位於 Sindelfingen 的 Mercedes-Benz Cars，以及位於 Ingolstadt 的 Audi。她曾擔任 Volkswagen Group 位於 Wolfsburg 的 AI 資深研究科學家。目前，她是 Cognizant 全球成長市場（Global Growth Markets）的 Chief Data Scientist 及 AI Director，同時也是 CRC Press 與 Springer Nature 的技術編輯。她是 ICT KALAI initiative 的志工導師，也是挪威 University of Agder 及印度 New Delhi 的 University of Delhi 客座講師，並擔任自動化系統與資料相關技術書籍的作者及共同作者。她取得 SSBM Geneva 與 University of Zagreb 商學院的 AI 商業應用博士學位；持有 University of Cumbria 的 AI MBA、University of Hertfordshire 的電腦科學與軟體工程 MSc，以及 York St. John 的創新與變革領導 Master of Arts 學位。她也取得 Columbia University 的 Digitalization Leadership PG Diploma，以及美國 MIT 的 Systems Engineering PG Diploma。

Dr. Joanna Rosak-Szyrocka 在 Google Scholar 的 H-index 為 26，在 Web of Science 的 H-index 為 15，在 Scopus 的 H-index 為 20。她是波蘭 Czestochowa University of Technology 管理學院的助理教授及 Erasmus+ 協調人。她專精於數位化、Industry 5.0、Quality 4.0、教育、IoT、AI 及品質管理等領域。她也是期刊 Management Systems in Production Engineering 的副執行編輯。她的研究興趣包括數位化、永續發展、Industry 5.0、Quality 4.0、高等教育及人工智慧。她曾在 University of Zilina（Slovakia）及 Silesian University of Technology（Poland）完成研究實習。她參與過多項 Erasmus+ 教師流動計畫，前往 Italy、UK、Slovenia、Hungary、Czech Republic、Slovakia 及 France。她與國內外許多大學合作。她擔任 PLOS One 及 PeerJ 期刊的編輯委員，並擔任 Cogent Business and Management（Taylor & Francis Group）的副編輯，以及 Entertainment Computing（Elsevier）、Resources（MDPI）、IJERPH（MDPI）、Energies（MDPI）、Sustainability（MDPI）、Discover Sustainability（Springer）、Frontiers 及 Measurement（Elsevier）的客座編輯。她是 IEEE、Elsevier、MDPI、Frontiers、Sage、Springer 及 Emerald 等多家知名出版社的審稿人。

2022 年，她曾擔任 Czestochowa University of Technology 管理學院研究團隊成員及跨領域團隊成員；也曾擔任職業健康與安全領域院長辦公室及課程調查團隊成員、Czestochowa University of Technology 管理學院評鑑技術團隊成員，以及 IEEE Advancing Technology for Humanity 成員；同時也是 Association of Quality and Production Managers 的成員。她參與由 Slovak Republic 教育部資助的科學研究計畫 VEGA No. 1/0067/11「激勵人類潛能之決策過程的動態與內容」（Dynamics and Content of Decision-making Processes in Motivating Human Potential）。她是 Routledge 及 Taylor & Francis Group 出版的 12 部科學專著之共同編輯與撰稿人，並在高影響力學術期刊發表或共同發表超過 100 篇論文。自學術生涯開始以來，她持續獲得校長頒發的卓越研究獎。2012 年，她因出版成果獲得 Czestochowa University of Technology 管理學院院長獎。2019 年，她因在全國 IKAR JAKOSC 競賽中對學位論文提供實質指導而獲頒證書。2023 年，她因長期傑出服務獲得 Poland Republic President 頒發的銅質獎章。

Dr. Soumi Dutta 是 India Sister Nivedita University 的副教授。她在印度 West Bengal 邦 Shibpur 的 IIEST 完成 PhD（CST）學位。她在 MAKAUT 取得 B.Tech（IT）及 M.Tech（CSE）學位，並以第一名畢業，獲頒金牌。她於 2020 年取得 Publons Academy Peer Reviewer 認證，以及 Certified Microsoft Innovative Educator 認證。她的研究興趣包括 Data Mining、Information Retrieval、Online Social Media Analysis 及 Image Processing。她已在 Springer、IEEE、IGI Global、Taylor & Francis Group 及其他出版平台發表 51 篇會議與期刊論文。她在 Palgrave Macmillan、Springer、IET 及 IGI Global 出版 17 本書。她是多本國際期刊的同儕審查者及技術計畫委員會（TPC）成員。她曾擔任 CIPR 2020、CIPR 2019、IEMIS 2020、CIIR 2021、IEMIS 2018、IEMIS 2022、ICIDA 2022、ICIDA 2023、CIIR 2023 及 IJWLTT 特刊的編輯。她是多個技術專業組織的會員，包括 CSI、ACM、IEEE、IFERP、MACUL、SDIWC、Internet Society、ICSES、ASR、AIDASCO、USERN、IRAN 及 IAENG。她已取得 7 項專利及 1 項著作權，並在 Elsevier 出版 1 本個人著作。Dr. Soumi Dutta 曾在不同國際會議發表 39 場主題演講。她曾獲得 Rashtriya Shiksha Ratna Award、InSc Research Education Excellence Award，以及由印度政府 MSME 部頒發的 International Teacher Award 2020–2021。