An Ensemble Approach to Fault Tolerance in Mobile Cloud Computing Offloading

Ozturk, Erel (2023) An Ensemble Approach to Fault Tolerance in Mobile Cloud Computing Offloading. Masters thesis, Dublin, National College of Ireland.

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Abstract

With the increasing complexity of mobile applications, offloading compute-heavy tasks to cloud servers has become a popular solution. However, due to the mobility of mobile devices and server failures, offloading is an error-prone process. Fault tolerance techniques, such as checkpointing and replication, are used to address this issue. A combination of various techniques helps consolidate the performance by combining their strengths.

This research looked at an ensemble technique of checkpointing and replication to ensure fault tolerance during mobile cloud computing offloading (MCCO). Conducting a quantitative analysis of the findings, such as network data usage and memory utilization, the results indicate that the ensemble method performs better than checkpointing and replication as standalone fault tolerance techniques.

Item Type:	Thesis (Masters)
Supervisors:	Name Email Sahni, Vikas 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 > Computer software > Mobile Phone Applications T Technology > T Technology (General) > Information Technology > Computer software > Mobile Phone Applications
Divisions:	School of Computing > Master of Science in Cloud Computing
Depositing User:	Tamara Malone
Date Deposited:	10 Oct 2024 15:10
Last Modified:	10 Oct 2024 15:10
URI:	https://norma.ncirl.ie/id/eprint/7096

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