Optimizing Mobile Computing-Offloading through Data Size-Based Algorithm (DSBA)

-, Murugalakshmi (2023) Optimizing Mobile Computing-Offloading through Data Size-Based Algorithm (DSBA). Masters thesis, Dublin, National College of Ireland.

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Abstract

The computing power and battery sizes of handheld devices often pose difficulties in achieving optimal performance. The delegation of computationally intensive duties to more powerful remote servers or cloud infrastructures has proved to be a promising method for enhancing the performance of mobile devices.In this paper, we propose a novel Data Size-Based Algorithm (DSBA) to efficiently address the task offloading issue seen in mobile handsets.DSBA dynamically evaluates the computational complexity and data size of tasks to identify the most appropriate task for offloading, thereby minimizing the overhead and latency associated with remote execution. By taking into account the size of the data, DSBA seeks to optimize the communication cost and processing time, assuring a balanced trade-off between local execution and task offloading.The aim of the research is to offload mobile task with the minimum energy consumption and time ,At the same time to increase the number of bits processed. We shall see how this can be achieved locally or by offloading it to cloud platform.DSBA seamlessly adapts to varying network conditions and task characteristics making it robust to this real world of mobile cloud computing.

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:	10 Aug 2024 10:09
Last Modified:	10 Aug 2024 10:09
URI:	https://norma.ncirl.ie/id/eprint/7038

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