The Convergence of Artificial Intelligence-ai and 6g Communication Networks: The Needs and Implications - Couverture rigide

Couverture rigide

ISBN 10 : 0443189234 ISBN 13 : 9780443189234

Editeur : Academic Press Inc, 2025

Synopsis

Advances in Computers, Volume 139 focuses on the convergence of Artificial Intelligence (AI) and 6G communication networks, addressing key advancements and implications across various fields. It explores cybersecurity challenges in 5G networks, solutions for 5G performance evaluation, and the transition to 5G-Advanced. The role of AI in enhancing 6G network performance, resource allocation, and management is discussed alongside the technical foundations of 6G and its ability to power edge AI applications. The volume highlights how 6G will transform industries like logistics through automation and AI-driven decision-making, while also covering strategic management perspectives on AI-driven innovations. Sustainability is a key theme, with discussions on energy-efficient cloud and quantum data centers, as well as the integration of green innovations into AI-6G synergy. The metaverse and its reliance on 5G and 6G for immersive experiences are reviewed, alongside the revolutionary potential of quantum computing in 6G networks. The practical applications of AI, such as a CNN-based model for brain tumor detection using 5G edge cloud, and federated learning for 6G, demonstrate the technology's impact on healthcare and data privacy. Additionally, the volume delves into 6G's role in enabling next-generation metaverse systems and AI-powered telemedicine, while providing insights into the architecture, communication systems, and industrial use cases of 6G. It concludes by summarizing the advancements, advantages, and challenges of 6G, offering a comprehensive view of its future impact on global connectivity.

A propos du livre

À propos des auteurs

Pethuru Raj PhD works as chief architect and vice president of site reliability engineering (SRE) division of Reliance Jio Infocomm. Ltd. Bangalore. Previously he worked as a cloud infrastructure architect in the IBM Global Cloud Center of Excellence (CoE), Bangalore. He worked as a TOGAF-certified enterprise architecture (EA) consultant in Wipro Consulting Services (WCS) Division and as a lead architect in the corporate research (CR) division of Robert Bosch, India. He has gained more than 18 years of IT industry experience.
He finished the CSIR-sponsored PhD degree in Anna University, Chennai and continued the UGC-sponsored postdoctoral research in the department of Computer Science and Automation, Indian Institute of Science, Bangalore. Thereafter, he was granted a couple of international research fellowships (JSPS and JST) to work as a research scientist for 3.5 years in two leading Japanese universities. He has authored and edited 18 books thus far and he focuses on some of the emerging technologies such as Containerized Clouds; Big, Fast, and Streaming Data Analytics; Microservices architecture (MSA); Machine and Deep Learning Algorithms; Blockchain Technology; The Internet of Things; and Edge Computing. He has published more than 30 research papers in peer-reviewed journals such as IEEE, ACM, Springer-Verlag, Inderscience, etc.

Professor Muthu Ramachandran is currently a Cybersecurity, AI, and Blockchain Research Consultant at Forti5 Technologies, UK and a Professor Extraordinarius at University of South Africa (UNISA). Muthu is a certified IASME CE, ICA, IoT Cyber & IoT Assurance. Muthu is also an Editorial Board at Blockchain in Healthcare Today (BHTY, USA) and International Journal of Organizational and Collective Intelligence (IJOCI). Muthu has also been awarded as Top Blockchain Voices by LinkedIn. Previously, Muthu was a visiting Professor at Indian Institute of Technology (ISM) Dhanbad, India and at University of Southampton. Muthu has 35+ years of experiences in teaching & research in both academia and in industrial settings. Muthu was also an Associate Professor in the School of Built Environment, Engineering, and Computing at Leeds Beckett University in the UK for 18 years. Prior to his academic career, he spent nearly eight years in industrial research with Philips Research Labs, Volantis Systems Ltd, Surrey, UK, and at DRDO, Hyderabad, India as a Senior Scientist working on real-time systems, software architecture, reuse, and testing. Currently, Muthu has established several Software Engineering Frameworks: Software Security Engineering, Cybersecurity Engineering, AI Ethics and Quality, IoT SE, Cloud SE, Blockchain in Healthcare, etc.

Muthu has authored and co-authored numerous books, book chapters, journal articles, and conference papers, with significant contributions to the fields of computer science, software engineering, service computing, Agile SE, and Cloud software engineering. He is a recognized senior member of IEEE and ACM, a Fellow of BCS, and a Senior Fellow of Advance HE. Muthu has chaired and delivered keynote speeches at several conferences and workshops, including SE-CLOUD, SECE 2020 (IEEE COMPSAC), IoTBDS, DSC 2019-2022, and Complexis. He has actively participated in research projects across various domains of systems & software engineering, SPI for SMEs, emergency and disaster management systems, software components and architectures, software security engineering, and cloud computing.

S. Usha, is currently working as a Professor and research head, CSE, RRCE with an experience of 26 years. Graduated from Manonmanium Sundaranar University, in Computer Science and Engineering during the year 1998. She obtained her Master degree in Computer Science and Engineering and PhD degree from Sathyabama university in the area of Mobile Ad Hoc Networks in the year 2013. She has 80+publications in International and National conferences, 50+ publication in national journal and international journals in the area of Mobile Ad hoc Networks, cloud computing and wireless security. Most of the publications are having impact factor citied in SCI, google scholar, scopus (h index and i10index), Microsoft etc.. Received fund from AICTE under NCP scheme, MODROBS, TGS MSME, NaaVic agri incubation, SERB(DST). Received best teacher award from Lions club in the year 2010&2012.Received best paper award in many conferences. Developed Centre of Excellence lab in IoT with industry collobration.Organized many conferences, FDPs and Technical Talks. Associated with ISTE, CSI, IEEE, IAENG, IDES and IACSIT.Reviewed papers in IJCs and CiiT journals. Acted as a TPC member in MIRA'14 IoTBDS '17 and IoTBDS'18 Portugal.. Chaired sessions in FCS'14, ICISC'13 & ICCCT'15. ICCCT'17and IoTBDS'18.Local chapter Active SPOC for NPTEL, College website co ordinator and NBA co ordinator at college level.

N. Susila is currently working as Professor, Information Technology and Controller of Examinations of Sri Krishna College of Engineering and Technology with a total experience of 23 years. She has completed her Bachelors Degree in Computer Science and Engineering from Periyar Maniammai College of Technology for Women, Bharathidasan University in the year 2001. She has completed her Masters Degree in Computer Science and Engineering from Sathyabama Institute of Science and Technology in the year 2005 as a 9th Rank Holder. She has completed her Ph.D. in the field of Information and Communication Engineering in the area of Cloud Computing in the year 2017. She has published various papers in International Journals and Conferences. She has submitted various project proposals under various schemes of DST STI Hub, FITST, SATYAM, SERB, AQIS (AICTE), WOS, WTP and TIDE. She has published 4 patents. She is an Innovation Ambassador of Institution Innovation Council, Ministry of Education and a NITTTR mentor. She has received various awards and to name a few, National Cloud Champion Coordinator by AWS Educate, National Winner Coordinator, Learnathon, Best Coordinator, Skill Edge Technological Foundation Courses. She has authored various books and book chapters in reputed press like Elsevier, CRC Press, IET, IGI Global etc. She has been the editor for different book series in CRC Press and IET. She has mentored a project titled "INTELLBOT" for the 2000-2004 batch students, which won the FIRST PRIZE in Indian National Academy of Engineering (INAE), Delhi. She has mentored a project titled "Voice Based Automated Wheel Chair for Handicapped" for the 2009 batch students, which was awarded a grant of Rs. 5000 from the "TamilNadu State Council for Science and Technology". She has received "Best Faculty Award" for the Year 2015 at Sri Krishna College of Engineering and Technology. She has published a Book Chapter titled "Impact of Cloud Security in Digital Twin" in the Book Series "ADCOM- The Digital Twin Paradigm for Smarter Systems and Environments: The Industry Use Cases", VOL 117, Advances in Computers, Elsevier. She has organized various workshops, faculty development programs and National Level Conference NCCCIS, NCRAC in association with IEEE, AICTE, ICMR etc. She has organized the First edition of TEDX SKCET in the Institution. Being the college level ICT academy coordinator she has organized various Power seminar, FDPs, Learnathon contests and initiated different Center of Excellence in association with Dell EMC, VMware, Zoho, RHA etc. She has mentored the team AGCoderz who got the First Prize worth Rs. 1,00,000 in the Zoho Appathon Contest. She has published a book titled "Data Structures" along with Dr. T. Sheela. She is acting as Reviewer for several International journals like Expert Systems, Wiley etc. She served as Academic Jury Member for Youth Talk-ICT Academy and Session Chair for various National and International Conferences. She has published a book chapter titled "Impact of Cloud of Clouds in Enterprises Applications in the Book Novel Practices and Trends in Grid and Cloud Computing published by IGI Global. She has obtained various universal certifications from different forums like Nasscom Future Skills, Coding Ninjas, Edx etc.

Dr. Vijayan K. Asari is a Professor in Electrical and Computer Engineering and Ohio Research Scholars Endowed Chair in Wide Area Surveillance at the University of Dayton, Dayton, Ohio, USA. He is the director of the Center of Excellence for Computational Intelligence and Machine Vision (Vision Lab) at UD. Dr. Asari received his PhD in Electrical Engineering from the Indian Institute of Technology Madras in 1994. Prior to joining UD in February 2010, Dr. Asari worked as Professor in Electrical and Computer Engineering at Old Dominion University, Norfolk, Virginia for 10 years. Dr. Asari holds five patents and has published more than 700 research papers including 140 peer-reviewed journal articles in the areas of image processing, computer vision, pattern recognition, machine learning, neural networks and high performance embedded systems. Dr. Asari has supervised 32 PhD dissertations and 50 MS theses in electrical and computer engineering. Currently several Masters and Doctoral level graduate students are working with him. Dr. Asari received several awards for teaching, research, advising and technical leadership including the University of Dayton, School of Engineering Vision Award for Excellence in August 2017, the Sigma Xi George B. Noland Award for Outstanding Research in April 2016, and the Outstanding Engineers and Scientists Award for Technical Leadership from the Affiliate Societies Council of Dayton in April 2015. He is an elected Fellow of SPIE and a Senior Member of IEEE, and is a co-organizer of several SPIE and IEEE conferences and workshops.

Détails de l'édition

• Éditeur: Academic Press Inc
• Date d'édition: 2025
• Langue: anglais
• ISBN 10: 0443189234
• ISBN 13: 9780443189234
• Reliure: Relié
• Nombre de pages: 626
• Éditeur: Raj Pethuru, Ramachandran Muthu, Sakthivel Usha, Susila N, Asari Vijayan
• Coordonnées du fabricant: Academic Press; https://shop.elsevier.com/; ; 230 PARK AVENUE, SUITE 800; NY; NY; 10169; Etats-Unis
• Personne responsable: Yeepin GmbH; 492000000000; sunshine12232@outlook.com; ; Alleestr.11; Kaiserslautern; Rheinland-Pfalz; 67655; Allemagne