AI Based Resource Management for 5G Network Slicing: History, Use Cases, and Research Directions

• Published in: Concurrency and computation Vol. 37; no. 2
• Main Authors: Dubey, Monika, Singh, Ashutosh Kumar, Mishra, Richa
• Format: Journal Article
• Language: English
• Published: Hoboken, USA John Wiley & Sons, Inc 25.01.2025; Wiley Subscription Services, Inc
• Subjects: 5G mobile communication; Artificial intelligence; Communications traffic; Edge computing; Industrial applications; Network function virtualization; Network slicing; Quality of service architectures; Resource management; Resource scheduling; SDN; Software-defined networking; State-of-the-art reviews; Wireless networks
• ISSN: 1532-0626; 1532-0634
• DOI: 10.1002/cpe.8327

ABSTRACT 5G, 6G, and beyond networks promise to support vertical industrial services with strict QoS parameters, but the hardware‐based "one‐size‐fits‐all" model of legacy networks lacks the flexibility needed for diverse services. The foundation of 5G networks lies in softwarization, with...