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- W2100298157 abstract "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. We model divisible load applications tasks processing on a set of cloud resources. We derive a novel model and formulas for computing the blocking probability in the system. The formulas are useful to analyze and predict the behavior of a divisible load application on a chosen set of resources to satisfy a Service Level Agreement before the implementation phase, thus saving time and platform energy. They are also useful as a dynamic feedback to a cloud scheduler for optimal scheduling. We evaluate the model in a set of illustrative scenarios." @default.
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- W2100298157 date "2012-05-11" @default.
- W2100298157 modified "2023-10-16" @default.
- W2100298157 title "Modeling and Performance Analysis to Predict the Behavior of a Divisible Load Application in a Cloud Computing Environment" @default.
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- W2100298157 doi "https://doi.org/10.3390/a5020289" @default.
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