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Vernekar, Swapnil Sandeep (2023) A Robust Computation Offloading Methodology for Improved Mobile Performance and Throughput. Masters thesis, Dublin, National College of Ireland.
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Abstract
The main objective of offloading the task to a remote cloud is to reduce the battery power consumption, improving performance and life of the mobile device. Lots of work have already been done by the researchers in this domain, however there is still a considerable amount of improvement that can be achieved. This research will be focusing on reducing the time of execution and the CPU usage thereby improving the battery life of the device. A novel decision making algorithm named Mobile Offloading Computational Algorithm (MOCA) is been implemented which makes use of latency, bandwidth, live location of the device along with the previous historical records of that location while taking the decision. The algorithm makes use of a special performance equation which makes it possible to make accurate decisions. Using this algorithm, it has been seen that the execution time and the utilization of CPU has considerably reduced hence saving power and improving user experience.
| Item Type: | Thesis (Masters) |
|---|---|
| Supervisors: | Name Email Samarawickrama, Yasantha UNSPECIFIED |
| Subjects: | Q Science > QA Mathematics > Electronic computers. Computer science T Technology > T Technology (General) > Information Technology > Electronic computers. Computer science T Technology > T Technology (General) > Information Technology > Cloud computing Q Science > QA Mathematics > Algebra > Algorithms > Computer algorithms |
| Divisions: | School of Computing > Master of Science in Cloud Computing |
| Depositing User: | Tamara Malone |
| Date Deposited: | 21 Oct 2024 12:29 |
| Last Modified: | 21 Oct 2024 12:29 |
| URI: | https://norma.ncirl.ie/id/eprint/7109 |
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