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Published in: The Journal of Supercomputing 1/2019

02-01-2019

Mobility-aware task delegation model in mobile cloud computing

Authors: Anwesha Mukherjee, Deepsubhra Guha Roy, Debashis De

Published in: The Journal of Supercomputing | Issue 1/2019

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Abstract

Mobile devices frequently move with different velocities. Task delegation to remote cloud servers becomes critical when the requesting device changes its location. The communication with the remote cloud server might be lost, and the user does not receive the result. To solve this problem, two analytical models are provided in this article. In the first solution, we propose an approach where the mobile device uses remote cloud servers for executing task. When the user changes location, the mobile device looses connection with the cloud instance. Once the result is ready, the cloud server pushes the result back to the device via push notification message when the device reconnects with the network. However, the mobile device can also get the result by serializing session information. In the second solution, the mobile device offloads code into cloudlets. When the mobile device changes location, virtual machine live migration happens. The present state of the instance is transferred from the previous cloudlet to the new cloudlet, where the offloading process resumes execution. It is observed that the proposed task delegation and code-offloading models reduce the power consumptions, respectively, by 30–63% and 61–78% approximately than the existing mobility-aware approach. Experimental results are obtained using mobile device with various velocities inside and outside the university building.

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Metadata
Title
Mobility-aware task delegation model in mobile cloud computing
Authors
Anwesha Mukherjee
Deepsubhra Guha Roy
Debashis De
Publication date
02-01-2019
Publisher
Springer US
Published in
The Journal of Supercomputing / Issue 1/2019
Print ISSN: 0920-8542
Electronic ISSN: 1573-0484
DOI
https://doi.org/10.1007/s11227-018-02729-x

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