Apache
/
hadoop
1
0
Fork 0
Code Issues Pull Requests Packages Projects Releases Wiki Activity
hadoop/hadoop-tools/hadoop-resourceestimator
History
Steve Loughran 44e662272f
HADOOP-18198. Preparing for 3.3.4 development 
Change-Id: I2bf19beb541739af22fced38c2545f09c4e1bd53
 		2022-04-12 14:09:08 +01:00
..
src HADOOP-16232. Fix errors in the checkstyle configration xmls. Contributed by Wanqiang Ji. 2019-04-03 19:35:02 +09:00
README.md HADOOP-14840. Tool to estimate resource requirements of an application pipeline based on prior executions. (Rui Li via Subru). 2017-10-25 15:51:27 -07:00
pom.xml HADOOP-18198. Preparing for 3.3.4 development 2022-04-12 14:09:08 +01:00

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.