Title :
A Context Sensitive Offloading Scheme for Mobile Cloud Computing Service
Author :
Bowen Zhou ; Dastjerdi, Amir Vahid ; Calheiros, Rodrigo N. ; Srirama, Satish Narayana ; Buyya, Rajkumar
Author_Institution :
Dept. of Comput. & Inf. Syst., Univ. of Melbourne, Melbourne, VIC, Australia
Abstract :
Mobile cloud computing (MCC) has drawn significant research attention as the popularity and capability of mobile devices have been improved in recent years. In this paper, we propose a prototype MCC offloading system that considers multiple cloud resources such as mobile ad-hoc network, cloudlet and public clouds to provide an adaptive MCC service. We propose a context-aware offloading decision algorithm aiming to provide code offloading decisions at runtime on selecting wireless medium and which potential cloud resources as the offloading location based on the device context. We also conduct real experiments on the implemented system to evaluate the performance of the algorithm. Results indicate the system and embedded decision algorithm can select suitable wireless medium and cloud resources based on different context of the mobile devices, and achieve significant performance improvement.
Keywords :
cloud computing; mobile computing; adaptive MCC service; cloud resources; cloudlet; context sensitive offloading scheme; context-aware offloading decision algorithm; embedded decision algorithm; mobile ad-hoc network; mobile cloud computing service; mobile devices; multiple cloud resources; public clouds; wireless medium; Cloud computing; Context; Mobile ad hoc networks; Mobile communication; Mobile handsets; Servers; Wireless communication;
Conference_Titel :
Cloud Computing (CLOUD), 2015 IEEE 8th International Conference on
Conference_Location :
New York City, NY
Print_ISBN :
978-1-4673-7286-2
DOI :
10.1109/CLOUD.2015.119