Multi-objective optimization model for seamless application execution in mobile cloud computing

Ejaz Ahmed; Suleman Khan; Ibrar Yaqoob; Abdullah Gani; Farrukh Salim

doi:10.1109/ICICT.2013.6732790

Multi-objective optimization model for seamless application execution in mobile cloud computing

Ejaz Ahmed, Suleman Khan, Ibrar Yaqoob, Abdullah Gani, Farrukh Salim

Electrical Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

18 Scopus citations

Abstract

Mobile Cloud Computing enables execution of compute-intensive mobile applications by leveraging the services of the cloud. In spite of enabling compute-intensive mobile application execution on resources constrained Smart Mobile Devices, the execution in MCC is not able to carry out without disruption; which degrades the end user experience, hence, deteriorates the usability of emerging applications. The state-of-the-art solutions focus only on the mobile application execution in MCC but do not incorporate all diverse features of the heterogeneous environment to make the execution seamless for the end user. Seamless refers to uninterrupted application execution in MCC with minimal user involvement and interaction to deliver enhanced performance, compared to the local application execution. In this paper, we propose Multi-Objective Optimization model for seamless execution of distributed applications in mobile cloud computing that optimizes the execution time subject to execution cost and energy consumption. The problem is formulated as nonlinear integer programming.

Original language	British English
Title of host publication	ICICT 2013 - Proceedings of the 2013 5th International Conference on Information and Communication Technologies
Subtitle of host publication	Using Technology to Create a Better World
Publisher	IEEE Computer Society
ISBN (Print)	9781479926220
DOIs	https://doi.org/10.1109/ICICT.2013.6732790
State	Published - 2013
Event	2013 5th International Conference on Information and Communication Technologies: Using Technology to Create a Better World, ICICT 2013 - Karachi, Pakistan Duration: 14 Dec 2013 → 15 Dec 2013

Publication series

Name	ICICT 2013 - Proceedings of the 2013 5th International Conference on Information and Communication Technologies: Using Technology to Create a Better World

Conference

Conference	2013 5th International Conference on Information and Communication Technologies: Using Technology to Create a Better World, ICICT 2013
Country/Territory	Pakistan
City	Karachi
Period	14/12/13 → 15/12/13

Keywords

Computation Offloading
Mobile Cloud Computing
Multi-objective Optimization
Seamless Application Execution

Access to Document

10.1109/ICICT.2013.6732790

Cite this

Ahmed, E., Khan, S., Yaqoob, I., Gani, A., & Salim, F. (2013). Multi-objective optimization model for seamless application execution in mobile cloud computing. In ICICT 2013 - Proceedings of the 2013 5th International Conference on Information and Communication Technologies: Using Technology to Create a Better World Article 6732790 (ICICT 2013 - Proceedings of the 2013 5th International Conference on Information and Communication Technologies: Using Technology to Create a Better World). IEEE Computer Society. https://doi.org/10.1109/ICICT.2013.6732790

Ahmed, Ejaz ; Khan, Suleman ; Yaqoob, Ibrar et al. / Multi-objective optimization model for seamless application execution in mobile cloud computing. ICICT 2013 - Proceedings of the 2013 5th International Conference on Information and Communication Technologies: Using Technology to Create a Better World. IEEE Computer Society, 2013. (ICICT 2013 - Proceedings of the 2013 5th International Conference on Information and Communication Technologies: Using Technology to Create a Better World).

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title = "Multi-objective optimization model for seamless application execution in mobile cloud computing",

abstract = "Mobile Cloud Computing enables execution of compute-intensive mobile applications by leveraging the services of the cloud. In spite of enabling compute-intensive mobile application execution on resources constrained Smart Mobile Devices, the execution in MCC is not able to carry out without disruption; which degrades the end user experience, hence, deteriorates the usability of emerging applications. The state-of-the-art solutions focus only on the mobile application execution in MCC but do not incorporate all diverse features of the heterogeneous environment to make the execution seamless for the end user. Seamless refers to uninterrupted application execution in MCC with minimal user involvement and interaction to deliver enhanced performance, compared to the local application execution. In this paper, we propose Multi-Objective Optimization model for seamless execution of distributed applications in mobile cloud computing that optimizes the execution time subject to execution cost and energy consumption. The problem is formulated as nonlinear integer programming.",

keywords = "Computation Offloading, Mobile Cloud Computing, Multi-objective Optimization, Seamless Application Execution",

author = "Ejaz Ahmed and Suleman Khan and Ibrar Yaqoob and Abdullah Gani and Farrukh Salim",

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doi = "10.1109/ICICT.2013.6732790",

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Ahmed, E, Khan, S, Yaqoob, I, Gani, A & Salim, F 2013, Multi-objective optimization model for seamless application execution in mobile cloud computing. in ICICT 2013 - Proceedings of the 2013 5th International Conference on Information and Communication Technologies: Using Technology to Create a Better World., 6732790, ICICT 2013 - Proceedings of the 2013 5th International Conference on Information and Communication Technologies: Using Technology to Create a Better World, IEEE Computer Society, 2013 5th International Conference on Information and Communication Technologies: Using Technology to Create a Better World, ICICT 2013, Karachi, Pakistan, 14/12/13. https://doi.org/10.1109/ICICT.2013.6732790

Multi-objective optimization model for seamless application execution in mobile cloud computing. / Ahmed, Ejaz; Khan, Suleman; Yaqoob, Ibrar et al.
ICICT 2013 - Proceedings of the 2013 5th International Conference on Information and Communication Technologies: Using Technology to Create a Better World. IEEE Computer Society, 2013. 6732790 (ICICT 2013 - Proceedings of the 2013 5th International Conference on Information and Communication Technologies: Using Technology to Create a Better World).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AB - Mobile Cloud Computing enables execution of compute-intensive mobile applications by leveraging the services of the cloud. In spite of enabling compute-intensive mobile application execution on resources constrained Smart Mobile Devices, the execution in MCC is not able to carry out without disruption; which degrades the end user experience, hence, deteriorates the usability of emerging applications. The state-of-the-art solutions focus only on the mobile application execution in MCC but do not incorporate all diverse features of the heterogeneous environment to make the execution seamless for the end user. Seamless refers to uninterrupted application execution in MCC with minimal user involvement and interaction to deliver enhanced performance, compared to the local application execution. In this paper, we propose Multi-Objective Optimization model for seamless execution of distributed applications in mobile cloud computing that optimizes the execution time subject to execution cost and energy consumption. The problem is formulated as nonlinear integer programming.

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Ahmed E, Khan S, Yaqoob I, Gani A, Salim F. Multi-objective optimization model for seamless application execution in mobile cloud computing. In ICICT 2013 - Proceedings of the 2013 5th International Conference on Information and Communication Technologies: Using Technology to Create a Better World. IEEE Computer Society. 2013. 6732790. (ICICT 2013 - Proceedings of the 2013 5th International Conference on Information and Communication Technologies: Using Technology to Create a Better World). doi: 10.1109/ICICT.2013.6732790

Multi-objective optimization model for seamless application execution in mobile cloud computing

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Keywords

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