Joint Wireless and Computing Resource Management with Optimal Slice Selection in in-network-edge Metaverse System
Year: 2024
Type: conference-paper
Abstract: This paper presents an approach to joint wireless and computing resource management in slice-enabled metaverse networks, addressing the challenges of inter-slice and intra-slice resource allocation in the presence of in-network computing. We formulate the problem as a mixed-integer nonlinear programming (MINLP) problem and derive an optimal solution using standard optimization techniques. Through extensive simulations, we demonstrate that our proposed method significantly improves system performance by effectively balancing the allocation of radio and computing resources across multiple slices. Our approach outperforms existing benchmarks, particularly in scenarios with high user demand and varying computational tasks.
Authors: Sulaiman Muhammad Rashid, Ibrahim Aliyu, Abubakar Isah, Jihoon Lee, Sangwon Oh, Minsoo Hahn, Jinsul Kim
Institutions: Chonnam National University, Astana IT University
Language: English
Subfield: Computer Networks and Communications
Field: Computer Science
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W4406354986