Modeling and Performance Analysis to Predict the Behavior of a Divisible Load Application in a Cloud Computing Environment

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Provided by: MDPI AG
Topic: Cloud
Format: PDF
Cloud computing is an emerging technology where IT resources are virtualized to users as a set of a unified computing resources on a pay per use basis. The resources are dynamically chosen to satisfy a user Service Level Agreement and a required level of performance. Divisible load applications occur in many scientific and engineering applications and can easily be mapped to a Cloud using a master-worker pattern. However, those applications pose challenges to obtain the required performance. The authors model divisible load applications tasks processing on a set of cloud resources. They derive a novel model and formulas for computing the blocking probability in the system.
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