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We 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. We 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 workloads of cloud computing applications. Wedoi:10.4236/jsea.2011.47046 fatcat:k4bq35bw6rh5pk2rcdm5wlpjnq