big-data/hadoop
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity
5d1f889432
hadoop/hadoop-tools/hadoop-resourceestimator
History
PJ Fanning f609460bda
HADOOP-18957. Use StandardCharsets.UTF_8 (#6231). Contributed by PJ Fanning. 
Signed-off-by: Ayush Saxena <ayushsaxena@apache.org>
2023-11-20 23:44:48 +05:30
..
src HADOOP-18957. Use StandardCharsets.UTF_8 (#6231). Contributed by PJ Fanning. 2023-11-20 23:44:48 +05:30
pom.xml YARN-11498. Add exclusion for jettison everywhere jersey-json is loaded (#5786) 2023-09-13 18:10:24 +01:00
README.md

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.