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Abstract

One embodiment of the invention provides a method to identify a preferred system configuration for a distributed system to use for executing a given computing job. A benchmark profile may specify a collection of benchmarks representative of the job, and the collection of benchmarks may be executed across various permutations of compute nodes that are part of the distributed system. That is, the benchmark profile identifies one or more benchmarks which best represent the runtime characteristics of the computing job. The collection of benchmarks may be executed to predict the performance of the computing job using different permutations of available nodes, before deploying the job.

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First Claim