Synthetic Workload Generation for Cloud Computing Applications

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Provided by: Georgia Institute of Technology
Topic: Cloud
Format: PDF
In this paper, the authors present techniques for characterization, modeling and generation of workloads for cloud computing applications. Methods for capturing the workloads of cloud computing applications in two different models - benchmark application and workload models are described. They give the design and implementation of a synthetic workload generator that accepts the benchmark and workload model specifications generated by the characterization and modeling of work-loads of cloud computing applications. They propose the Georgia Tech Cloud Workload Specification Language (GT-CWSL) that provides a structured way for specification of application workloads.
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