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Dynamic optimization of workload execution based on statistical data collection and updated job profiling
Dynamic optimization of workload execution based on statistical data collection and updated job profiling
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机译:根据统计数据收集和更新的作业分析动态优化工作负载执行
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摘要
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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