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Pathak, Janit (2022) MARLA Architecture On Azure Services. Masters thesis, Dublin, National College of Ireland.
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Abstract
In cloud computing, the Function as a Service (FaaS) is significantly changing the design and architecture of the software services. The serverless computing provides freedom to user from managing hardware infrastructures which is required to host the software applications. Along with that, it also provides higher elasticity and scalablity to the application to provide fine-grained cost model. The Microsoft Azure is the one of the fastest growing cloud service provider but there is limited research available on MapReduce application fesiablity on Azure serverless infrastructure. The MapReduce application is a decentralized big data processing framework and it has capability of processing huge amount of data parallely. This paper implements MapReduce application on Microsoft Azure cloud computing services. It implemented MapReduce application by using Azure serverless computing and blob storage and it also provides evaluation of performance of the application by considering various parameters such has makespan, CPU utilization etc. Finally it provides the comparative analysis of implemented application with the other available MapReduce solutions. The research found that MARLA architecture on AWS has shorter makespan than Azure.
| Item Type: | Thesis (Masters) |
|---|---|
| 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 |
| Divisions: | School of Computing > Master of Science in Cloud Computing |
| Depositing User: | Tamara Malone |
| Date Deposited: | 07 Dec 2022 15:51 |
| Last Modified: | 07 Dec 2022 15:51 |
| URI: | https://norma.ncirl.ie/id/eprint/5973 |
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