Edge Artificial Intelligence

Algorithms, Applications, Challenges and Ethical Issues
Erscheinungsjahr 2025
ISBN: 978-0-443-26720-8
Verlag: Elsevier Science

Buch, Englisch, 210 Seiten, Format (B × H): 152 mm x 226 mm, Gewicht: 318 g

Edge Artificial Intelligence: Algorithms, Applications, Challenges and Ethical Issues introduces the essentials of Edge AI and machine learning. It delves into the architecture, algorithms, and applications of Edge AI, offering insights into regulation and governance. Real-world case studies and practical examples are included, providing readers with the knowledge and tools to harness the transformative power of Edge AI. This book also addresses the ethical considerations and regulatory aspects of deploying AI at the edge.

In addition to offering a clear understanding of real-time decision-making, enhanced privacy, and efficient applications, this book empowers both technical and nontechnical readers by providing practical insights, case studies, and ethical considerations. It helps users implement and govern Edge AI in a responsible and effective manner.

Autoren/Hrsg.

Mahalle, Parikshit Narendra

Diwakar, Mandar Pramod

Ghule, Vijaykumar Raghunath

Ingle, Yashwant Sudhakar

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Mensch-Maschine-Interaktion Ambient Intelligence, RFID, Internet der Dinge
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz

Inhaltsverzeichnis

1. Introduction
2. Fundamentals of Machine Learning and Deep Learning
3. Edge AI Hardware
4. Edge AI Algorithms and Techniques
5. Edge AI Software Development
6. Edge AI Applications
7. Edge AI Challenges and Future Directions
8. Case Studies and Practical Examples
9. Ethical Considerations in Edge AI
10. Conclusion and Future Outlook

Über Autor(innen)

Diwakar, Mandar Pramod
Mr. Mandar Pramod Diwakar is presently working at VIIT, Pune as Assistant Professor in Department of Artificial Intelligence and Data Science. Author has 5 years' experience in Teaching and 2 years industrial experience. Author is pursuing his PhD from Savitribai Phule Pune University and completed his M.E Computer Engineering from Smt. Kashibai Navale College of Engineering, SPPU, Pune. Author has 2 Indian Utility patents published, 2 important Software Copyrights and 1 literary research Copyrights registered. Author has specialization in AI, Machine Learning, data Science, Data Visualization & Deep Learning

Ghule, Vijaykumar Raghunath
Assistant Professor, Department of Artificial intelligence and Data Science, Vishwakarma Institute of Information Technology, Survey No. 3/4, Kondhwa (Budruk)Pune - 411048, Maharashtra (India).

Mr. Vijaykumar Raghunath Ghule is presently working as Assistant Professor in Department of Artificial Intelligence and Data Science at BRACTS's VIIT, Pune. Author has 15 years of experience in Teaching and 1 year industrial experience. Author has completed his M.Tech ( Computer Science & Engineering) from J.N.T.U. Hyderabad, India. Author has specialization in AI, Machine Learning, data Science.

Ingle, Yashwant Sudhakar
Yashwant Sudhakar Ingle is presently working at VIIT, Pune as Assistant Professor in Department of Artificial Intelligence and Data Science. Author has 12 years' experience in Teaching and 3 yrs Industry Experience. Author is pursuing his PhD from Savitribai Phule Pune University and completed his M.Tech CSE from Visvesvaraya National Institute of Technology, Nagpur, BE CSE from Amravati University. Author has 1 US Patent published, 15 Indian Utility patents Published ,3 Design Patents granted, 3 important Software Copyrights and 2 literary research Copyrights registered. He also has 25+ publications in SCOPUS, WEB OF SCIENCE journals, IEEE & SPRINGER International Conferences and received 4 Best paper Awards in RACE National Conference 2021. Author is life member of ISTE, VNIT Alumni association and member of ACM. Author regularly teach AI honour course and AI regular course, Soft Computing and Optimization algorithms to Third year and final year of Computer Engineering. Author has undergone vigorous trainings in FDPs, Professional courses on subject Matter AI.