Edge Artificial Intelligence: Transforming Computing from Cloud to Edge
暫譯: 邊緣人工智慧：從雲端到邊緣的計算轉型

這本書深入探討了雲端計算與邊緣計算在人工智慧中的整合，涵蓋了關鍵主題，如混合架構、即時數據處理、安全性以及實用的人工智慧應用。

- 提供邊緣人工智慧的基礎概念和實用應用的詳細探討，使其成為理解這一新興技術的全面資源。
- 特色來自各個領域的實際案例研究，如智慧城市、工業應用、醫療保健和農業，提供邊緣人工智慧應用的實際見解。
- 討論邊緣人工智慧的最新趨勢和未來方向，包括邊緣硬體和軟體的進展、聯邦學習以及區塊鏈技術的潛在影響。
- 解決關鍵問題，如安全威脅、隱私保護技術以及可解釋人工智慧的重要性。
- 突出案例研究和實際範例，以說明邊緣人工智慧的具體好處。

這本書主要為電機工程、電子與通信工程、計算機科學與工程以及資訊科技領域的高年級本科生、研究生和學術研究人員所撰寫。

Manju Khari serves as a professor in the School of Computer and Systems Sciences at Jawaharlal Nehru University in New Delhi (JNU), India. Her research contributions span information security, software security testing, computer networks, the Internet of Things, cyber forensics, and deep learning. Before joining JNU, she worked with Netaji Subhas University of Technology, East Campus, under the auspices of the Government of National Capital Territory (NCT) Delhi. Dr. Khari is a Ph.D. holder in computer science and engineering from the prestigious National Institute of Technology Patna. She also holds a master's in information security from Guru Gobind Singh Indraprastha University in Delhi, India. Her prolific research portfolio includes over 100 published papers in premier refereed national and international journals and conferences, including highly regarded publishers such as IEEE, ACM, Springer, Inderscience, and Elsevier. Dr. Khari has also co-authored two books published by the National Council of Educational Research and Training (NCERT), and co-edited 10 edited books, further solidifying her status as a leading scholar in her field. Dr. Khari is serving as a reviewer/technical program committee member for various international conferences. Dr. Khari's reputation as a rigorous and meticulous scholar has earned her positions as associate editor/guest editor for Springer, Wiley, and Elsevier books and a reviewer for several leading international journals. Dr. Khari's expertise is not limited to academia, as she is also a highly valued member and research consultant of several noteworthy projects in collaboration with prominent institutions such as All India Institute of Medical Sciences (AIIMS), the Department of Biotechnology (DBT), the Department of Science and Technology (DST), and the Council of Scientific and Industrial Research-National Physical Laboratory (CSIR-NPL) through the Ministry of Consumer and Legal Affairs, India. These projects are invaluable to advancing research and development in her field, further underscoring her reputation as a trailblazer in computer science and engineering.

Priya Gupta is presently working as an associate professor at the Atal Bihari Vajpayee School of Management and Entrepreneurship at Jawaharlal Nehru University (JNU), New Delhi, India. Specializing in business analytics, data visualization, and various programming languages, she has made over 20 years of significant contributions through her teaching and research. Dr. Gupta holds a Ph.D. from Birla Institute of Technology (BIT) Mesra, India, focusing on customer relationship management systems in banking and has a strong educational background, including an M.Phil. in computer science, a Master of Computer Applications (MCA), and a Post Graduate Diploma in Information Technology Management (PGDITM, Gold Medalist). Her career includes roles in both academia and industry, starting as an Assistant Software Engineer at the Center for Railway Information System (CRIS), and later teaching at institutions like Maharaja Agrasen College, Vivekanand College, and Shaheed Sukhdev College of Business Studies before joining JNU. Dr. Gupta's research covers a wide range of topics, including business analytics, compiler design, and AI applications in finance and healthcare. She has published extensively in reputable journals and authored several books. Her projects include empirical research on the National Education Policy 2020 and the Skill India Mission, and she has been involved in innovation projects funded by the University of Delhi. Her patents include a smart grid network for electricity supply in smart cities and an IoT-based electric vehicle charging system. Dr. Gupta has also chaired sessions and organized committees for numerous international conferences, reflecting her leadership in the academic community.

Chandan Pal Singh is a distinguished educator, accomplished book editor, and internationally certified Global Citizenship Education (GCED) and Digital Citizenship trainer with over 18 years of international teaching experience in computer science and information technology across Kazakhstan, India, Indonesia, China, and Singapore. Renowned for his expertise in integrating educational technology, AI, and machine learning into teaching practices, Chandan has co-authored and edited numerous influential books and published over 50 research papers in leading international journals. As an active member of various educational societies and a certified trainer under the Asia-Pacific Centre of Education for International Understanding (APCEIU), UNESCO, Chandan is committed to advancing innovative instructional methods, fostering global citizenship, and promoting academic excellence.

Manju Khari擔任印度新德里賈瓦哈拉爾·尼赫魯大學（JNU）計算機與系統科學學院的教授。她的研究貢獻涵蓋資訊安全、軟體安全測試、計算機網絡、物聯網、網絡取證和深度學習。在加入JNU之前，她曾在德里國家首都區政府的支持下，於Netaji Subhas科技大學東校區工作。Khari博士擁有來自著名的國立技術學院（National Institute of Technology Patna）的計算機科學與工程博士學位。她還擁有來自印度德里Guru Gobind Singh Indraprastha大學的資訊安全碩士學位。她的研究成果豐碩，已在包括IEEE、ACM、Springer、Inderscience和Elsevier等知名出版商的國內外期刊和會議上發表了超過100篇論文。Khari博士還共同撰寫了兩本由國家教育研究與訓練委員會（NCERT）出版的書籍，並共同編輯了10本編輯書籍，進一步鞏固了她在該領域的學術地位。Khari博士目前擔任多個國際會議的審稿人/技術程序委員會成員。她作為一位嚴謹且細心的學者的聲譽，使她獲得了Springer、Wiley和Elsevier書籍的副編輯/客座編輯職位，以及多本國際知名期刊的審稿人。Khari博士的專業知識不僅限於學術界，她還是與全印度醫學科學院（AIIMS）、生物技術部（DBT）、科學與技術部（DST）以及科學與工業研究理事會-國家物理實驗室（CSIR-NPL）等知名機構合作的多個重要項目的研究顧問，這些項目對於推進她的研究與發展至關重要，進一步強調了她在計算機科學與工程領域的開創性地位。

Priya Gupta目前擔任印度新德里賈瓦哈拉爾·尼赫魯大學（JNU）阿塔爾·比哈里·瓦傑帕伊管理與創業學院的副教授。她專注於商業分析、數據可視化和各種程式語言，並在教學和研究方面有超過20年的顯著貢獻。Gupta博士擁有來自印度比爾拉科技學院（Birla Institute of Technology, BIT）梅斯拉的博士學位，研究重點為銀行業的客戶關係管理系統，並擁有強大的教育背景，包括計算機科學的M.Phil.、計算機應用碩士（MCA）和資訊技術管理研究生文憑（PGDITM，金獎得主）。她的職業生涯涵蓋學術界和產業界，最初在鐵路資訊系統中心（CRIS）擔任助理軟體工程師，之後在Maharaja Agrasen College、Vivekanand College和Shaheed Sukhdev商業研究學院等機構任教，最終加入JNU。Gupta博士的研究涵蓋廣泛主題，包括商業分析、編譯器設計以及人工智慧在金融和醫療保健中的應用。她在知名期刊上發表了大量文章，並著作了幾本書籍。她的項目包括對2020年國家教育政策和技能印度任務的實證研究，並參與了由德里大學資助的創新項目。她的專利包括針對智慧城市的智能電網供電系統和基於物聯網的電動車充電系統。Gupta博士還主持了多個國際會議的會議，並組織了委員會，反映了她在學術界的領導地位。

Chandan Pal Singh是一位傑出的教育工作者、成功的書籍編輯，以及國際認證的全球公民教育（GCED）和數位公民培訓師，擁有超過18年的國際計算機科學和資訊技術教學經驗，曾在哈薩克斯坦、印度、印尼、中國和新加坡等地任教。Chandan以其在教學實踐中整合教育技術、人工智慧和機器學習的專業知識而聞名，他共同撰寫和編輯了多本有影響力的書籍，並在領先的國際期刊上發表了超過50篇研究論文。作為多個教育學會的活躍成員，以及聯合國教科文組織亞太國際理解教育中心（APCEIU）認證的培訓師，Chandan致力於推進創新的教學方法、促進全球公民意識和提升學術卓越。