NDLI: A novel application model and an offloading mechanism for efficient mobile computing

Content Provider	IEEE Xplore Digital Library
Author	Barrameda, J. Samaan, N.
Copyright Year	2014
Description	Author affiliation: Sch. of Electr. Eng. & Comput. Sci. (EECS), Univ. of Ottawa, Ottawa, ON, Canada (Barrameda, J.; Samaan, N.)
Abstract	This paper presents a new application model and a novel execution path-based algorithm for offloading in Mobile Cloud Computing (MCC) environments. Application offloading is the mechanism by which parts or modules of the application are executed in cloud remote computational services. Such operation saves resources in the mobile device but also incurs costs of accessing the cloud and using the communication network connecting the mobile device and cloud. The offloading problem is to find an offloading decision that minimizes the total cost of executing the application. Previous solutions find a single offloading decision per module. However, the total cost of executing a module also depends on the sequence of module calls leading to its execution. We present a fine grained application model and a fast optimal offloading decision algorithm where multiple offloading decisions are made per module based on the execution paths leading to the module. We evaluate our solution for a face detection mobile applications in multiple network scenarios. We show that our model and algorithm offer offloading decisions that are significant faster than offloading decision by traditional offloading schemes.
Starting Page	419
Ending Page	426
File Size	429751
Page Count	8
File Format	PDF
ISBN	9781479950416
DOI	10.1109/WiMOB.2014.6962205
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2014-10-08
Publisher Place	Cyprus
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Execution path based Mobile Cloud Computing Conferences Offloading algorithm Mobile communication Cost function Mobile handsets Application modeling Servers Face detection Mobile computing
Content Type	Text
Resource Type	Article

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