Abstract:
In this paper, a multi-user, multi-task and multi-server scenario for low earth orbit (LEO) satellite edge computing system is established, and a joint optimization algor...Show MoreMetadata
Abstract:
In this paper, a multi-user, multi-task and multi-server scenario for low earth orbit (LEO) satellite edge computing system is established, and a joint optimization algorithm for computation offloading and resource allocation based on deep deterministic policy gradient (DDPG) is proposed, which solves the problems of computation offloading and resource allocation requiring high dimensional state space and high dimensional continuous action space, significantly improves the system utility values and achieves excellent convergence effect
Published in: 2023 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB)
Date of Conference: 14-16 June 2023
Date Added to IEEE Xplore: 16 August 2023
ISBN Information: