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One of the main research challenges in the adaptive enterprise vision is the automation of large application system management,
encompassing design through deployment to production, and captures application monitoring, evaluation, and evolution. Current
approaches to enterprise system evaluation and tuning happen on production systems where the real workload to the deployed system
is analyed on-line and corresponding measurements are taken. In addition, many of these systems go through a detailed staging process
that is mostly manual, complex, and time-consuming. During the staging process the system to be produced is subjected to workload
to determine whether it will meet the production workloads.
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