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Computing the Cost and Waste in Cloud Computing Monitoring

Vogel, Patrick (2019) Computing the Cost and Waste in Cloud Computing Monitoring. Master's Thesis / Essay, Computing Science.

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Abstract

A key feature of Cloud Computing is to pay proportionally for requested resources. Monitoring is thus essential to finding out the actual resource usage of components. However, existing Cloud Monitoring Solutions are not capable of estimating the operational cost. As such, Cloud Consumers have to rely to the billing provided by the Cloud Provider instead, that is, only deal with cost after the fact. Our research proposes a model which monitors the deployment cost of a containerized Cloud-based Application while it is running, and estimates the waste caused by unused resources provisioned to the application. We introduce an efficient and effective Cloud Monitoring Solution using this model towards allowing for cost optimization on deployment level. We verify this solution by deploying it on an industrial Cloud System.

Item Type: Thesis (Master's Thesis / Essay)
Supervisor:
Supervisor nameSupervisor E mail
Andrikopoulos, V.V.Andrikopoulos@rug.nl
Degree programme: Computing Science
Thesis type: Master's Thesis / Essay
Language: English
Date Deposited: 22 Aug 2019
Last Modified: 23 Aug 2019 14:30
URI: http://fse.studenttheses.ub.rug.nl/id/eprint/20735

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