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hadoop-resourceestimator
Akira Ajisaka 6f0896e087 HADOOP-16232. Fix errors in the checkstyle configration xmls. Contributed by Wanqiang Ji. 6 年之前
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src 6f0896e087 HADOOP-16232. Fix errors in the checkstyle configration xmls. Contributed by Wanqiang Ji. 6 年之前
README.md 82c9b3bbb5 HADOOP-14840. Tool to estimate resource requirements of an application pipeline based on prior executions. (Rui Li via Subru). 7 年之前
pom.xml f0de11ba98 Preparing for 3.0.4 development 7 年之前

README.md

Resource Estimator Service

Resource Estimator Service can parse the history logs of production jobs, extract their resource consumption skylines in the past runs and predict their resource requirements for the new run.

Current Status

  • Support Hadoop YARN ResourceManager logs.
  • In-memory store for parsed history resource skyline and estimation.
  • A Linear Programming based estimator.
  • Provides REST interface to parse logs, query history store and estimations.

Upcoming features

  • UI to query history and edit and save estimations.
  • Persisent store implementation for store (either DB based or distributed key-value like HBase).
  • Integrate directly with the Hadoop YARN Reservation System to make a recurring reservation based on the estimated resources.

Refer to the design document for more details.