A QOS-AWARE TASK ALLOCATION MODEL FOR MOBILE CLOUD COMPUTING

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ZAREI MOHAMMAD HOSSEIN; AZIZPOUR SHIRSAVAR MILAD; YAZDANI NASSER

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Seminar Paper

Paper Information

Seminar: INTERNATIONAL CONFERENCE ON WEB RESEARCH
Year:2016 | Issue:2

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Title

A QOS-AWARE TASK ALLOCATION MODEL FOR MOBILE CLOUD COMPUTING

Author(s)

ZAREI MOHAMMAD HOSSEIN | AZIZPOUR SHIRSAVAR MILAD | YAZDANI NASSER | Issue Writer Certificate

Keywords

MOBILE CLOUD COMPUTING

QUALITY OF SERVICE

OPTIMIZATION PROBLEM

RANDOMIZED ALGORITHM

Abstract

MOBILE CLOUD COMPUTING (MCC) TRIES TO OFFLOAD COMPUTATION FROM MOBILE DEVICES, INCLUDING SMARTPHONES AND TABLETS, TO CLOUD PROVIDERS TO SOLVE THE LIMITATIONS OF MOBILE DEVICES WITH THE POWER OF CLOUD COMPUTING. PROVIDING CLOUD COMPUTING QUALITY OF SERVICE (QOS) IN MOBILE DEVICES IS HARDER TO ACHIEVE COMPARED TO FIXED DEVICES DUE TO THE LIMITED COMPUTING RESOURCES, STORAGE AND ENERGY IN MOBILE DEVICES. ON THE OTHER HAND, NODE MOBILITY CAUSES RAPID CHANGES IN NETWORK TOPOLOGY. TASKS IN CLOUD COMPUTING INFRASTRUCTURE ARE PERFORMED WITH DIFFERENT QUALITY OF SERVICE REQUIREMENTS. USING APPROPRIATE ALLOCATION OF TASKS TO CLOUD COMPUTING RESOURCES, CAN IMPROVE QOS. IN THIS PAPER, WE FORMULATE THE TASK ALLOCATION PROBLEM AS A MINIMUM NONLINEAR OPTIMIZATION PROBLEM. A RANDOMIZED ALGORITHM IS PROPOSED IN WHICH THE RESULT IS CLOSE TO THE OPTIMAL SOLUTION. IT IMPROVES THE QOS IN MOBILE DEVICES BY CHOOSING SUITABLE CLOUD PROVIDERS FOR A GIVEN USER APPLICATION. THE RESULTS SHOW THAT THE PROPOSED ALGORITHM IS FASTER AND MORE SCALABLE COMPARED TO OPTIMAL SOLUTION.

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APA: Copy

ZAREI, MOHAMMAD HOSSEIN, AZIZPOUR SHIRSAVAR, MILAD, & YAZDANI, NASSER. (2016). A QOS-AWARE TASK ALLOCATION MODEL FOR MOBILE CLOUD COMPUTING. INTERNATIONAL CONFERENCE ON WEB RESEARCH. SID. https://sid.ir/paper/910182/en

Vancouver: Copy

ZAREI MOHAMMAD HOSSEIN, AZIZPOUR SHIRSAVAR MILAD, YAZDANI NASSER. A QOS-AWARE TASK ALLOCATION MODEL FOR MOBILE CLOUD COMPUTING. 2016. Available from: https://sid.ir/paper/910182/en

IEEE: Copy

MOHAMMAD HOSSEIN ZAREI, MILAD AZIZPOUR SHIRSAVAR, and NASSER YAZDANI, “A QOS-AWARE TASK ALLOCATION MODEL FOR MOBILE CLOUD COMPUTING,” presented at the INTERNATIONAL CONFERENCE ON WEB RESEARCH. 2016, [Online]. Available: https://sid.ir/paper/910182/en

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