Title :
A Dynamic Offloading Algorithm for Mobile Computing
Author :
Huang, Dong ; Wang, Ping ; Niyato, Dusit
Author_Institution :
Sch. of Comput. Eng., Nanyang Technol. Univ., Singapore, Singapore
fDate :
6/1/2012 12:00:00 AM
Abstract :
Offloading is an effective method for extending the lifetime of handheld mobile devices by executing some components of applications remotely (e.g., on the server in a data center or in a cloud). In this article, to achieve energy saving while satisfying given application execution time requirement, we present a dynamic offloading algorithm, which is based on Lyapunov optimization. The algorithm has low complexity to solve the offloading problem (i.e., to determine which software components to execute remotely given available wireless network connectivity). Performance evaluation shows that the proposed algorithm saves more energy than the existing algorithm while meeting the requirement of application execution time.
Keywords :
mobile computing; optimisation; telecommunication network reliability; Lyapunov optimization; application execution time requirement; data center; dynamic offloading algorithm; energy saving; handheld mobile device lifetime extension; mobile computing; software components; wireless network connectivity; Energy consumption; Heuristic algorithms; IEEE 802.11 Standards; Mobile communication; Mobile computing; Mobile handsets; Servers; Lyapunov optimization; Offloading; mobile computing;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2012.041912.110912