A Novel Joint Mobile Cache and Power Management Scheme for Energy-Efficient Mobile Augmented Reality Service in Mobile Edge Computing

  • Seo, Yong-jun; 
  • Lee, Joohyung; 
  • Hwang, Jungyeon; 
  • Niyato, Dusit; 
  • Park, Hong-shik; 
  • 외 1명
Citations

WEB OF SCIENCE

24
Citations

SCOPUS

30

초록

In this letter, we propose a novel joint mobile cache and power management scheme for energy-efficient mobile augmented reality (MAR) services in mobile edge computing (MEC). For this purpose, depending on whether the cache is hit or not, analytical models for 1) the energy consumption of an MAR device (MD) and 2) the service latency for the MAR are derived and investigated. Considering a tradeoff between energy and service latency in terms of the cache size in MAR with MEC, we design a theoretical framework for the mobile cache management of the MD to optimize the mobile cache size as well as transmission power while guaranteeing the required service latency. From the numerical experiments, we evaluate the performance of the proposed scheme and demonstrate insights regarding the optimization of the performance of MEC-assisted MAR services with a mobile cache. IEEE

키워드

Analytical models; Augmented reality; Batteries; cache management.; Computational modeling; Energy consumption; energy efficiency; mobile edge computing; Object detection; object detection; Servers; Wireless communication
제목
A Novel Joint Mobile Cache and Power Management Scheme for Energy-Efficient Mobile Augmented Reality Service in Mobile Edge Computing
저자
Seo, Yong-jun; Lee, Joohyung; Hwang, Jungyeon; Niyato, Dusit; Park, Hong-shik; Choi, Jun Kyun
DOI
10.1109/LWC.2021.3057114
발행일
2021-05
유형
Article in Press
저널명
IEEE Wireless Communications Letters
권
10
호
5
페이지
1061 ~ 1065