Dynamic optimization of workload execution based on statistical data collection and updated job profiling

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United States of America Patent

PATENT NO 9996389
APP PUB NO 20150261568A1
SERIAL NO

14205080

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ATTORNEY / AGENT: (SPONSORED)

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Abstract

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Embodiments presented herein provide techniques for optimizing parallel data flows of a batch processing job using a profile of the processing job. An application retrieves a job profile for a processing job. The processing job has a plurality of processing stages specified in an execution profile. The job profile includes statistical data for at least one of the processing stages obtained during prior executions of the job. The application modifies properties of the execution profile based on the job profile to optimize the execution of the job. The application executes the processing job with the modified execution profile.

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Patent Owner(s)

  • IBM CORPORATION

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Caufield, Brian K Livermore, US 15 177
Greene, Lawrence A Plainville, US 15 104
Jacobson, Eric A Arlington, US 31 226
Li, Yong Newton, US 1065 7040
Pu, Xiaoyan Chemlsford, US 45 484

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