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DCOOL: Dynamic computation offloading and resource allocation for LEO satellite-assisted edge computing in a ground-space integrated framework

Title
DCOOL: Dynamic computation offloading and resource allocation for LEO satellite-assisted edge computing in a ground-space integrated framework
Author(s)
Kim, JeonghwanKwak, Jeongho
Issued Date
2024-12
Citation
ICT Express, v.10, no.6, pp.1212 - 1219
Type
Article
Author Keywords
LEO satellite communicationLyapunov optimizationMobile edge computingSatellite edge computing
ISSN
2405-9595
Abstract
Despite the rapid growth of the Internet industry, the provision of full Internet service to remote regions is still challenging. As a solution, the combination of Low Earth Orbit (LEO) satellite communication and Mobile Edge Computing (MEC) is gaining attention. However, considering the high speed of LEO satellites in network environments remains a significant challenge. To this end, this paper introduces a dynamic computation offloading and resource allocation framework in the LEO satellite MEC architecture. Using Lyapunov optimization, we propose an efficient DCOOL algorithm to minimize average power consumption and propagation delay constrained by queue stability. Finally, comparative analysis and simulations demonstrate the superior performance of DCOOL while achieving lower power consumption and stable workload processing. © 2024 The Authors
URI
http://hdl.handle.net/20.500.11750/57307
DOI
10.1016/j.icte.2024.09.014
Publisher
Korean Institute of Communications and Information Sciences
Related Researcher
  • 곽정호 Kwak, Jeongho
  • Research Interests 클라우드 컴퓨팅; 엣지컴퓨팅; 네트워크 자원관리; 모바일 시스템
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Appears in Collections:
Department of Electrical Engineering and Computer Science Intelligent Computing & Networking Laboratory 1. Journal Articles

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