Framework for Computation Offloading in Mobile Cloud Computing

TitleFramework for Computation Offloading in Mobile Cloud Computing
Publication TypeJournal Article
Year of Publication2012
AuthorsKovachev, D., and R. Klamma
JournalInternational Journal of Interactive Multimedia and Artificial Intelligence
ISSN1989-1660
IssueRegular Issue
Volume1
Number7
Date Published12/2012
Pagination6-15
Abstract

The inherently limited processing power and battery lifetime of mobile phones hinder the possible execution of computationally intensive applications like content-based video analysis or 3D modeling. Offloading of computationally intensive application parts from the mobile platform into a remote cloud infrastructure or nearby idle computers addresses this problem. This paper presents our Mobile Augmentation Cloud Services (MACS) middleware which enables adaptive extension of Android application execution from a mobile client into the cloud. Applications are developed by using the standard Android development pattern. The middleware does the heavy lifting of adaptive application partitioning, resource monitoring and computation offloading. These elastic mobile applications can run as usual mobile application, but they can also use remote computing resources transparently. Two prototype applications using the MACS middleware demonstrate the benefits of the approach. The evaluation shows that applications, which involve costly computations, can benefit from offloading with around 95% energy savings and significant performance gains compared to local execution only.

KeywordsAndroid, Middleware, Pervasive Computing, Software, Virtualization
DOI10.9781/ijimai.2012.171
URLhttp://www.ijimai.org/journal/sites/default/files/files/2012/11/ijimai20121_7_1_pdf_62175.pdf
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IJIMAI20121_7_1.pdf733.07 KB