big-data/hadoop
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity
0780710f25
hadoop/hadoop-tools/hadoop-resourceestimator
History
PJ Fanning 56b928b86f
YARN-11498. Add exclusion for jettison everywhere jersey-json is loaded (#5786) 
All uses  of jersey-json in the yarn and other hadoop modules now
exclude the obsolete org.codehaus.jettison/jettison and so avoid
all security issues which can come from the library.

Contributed by PJ Fanning
2023-09-13 18:10:24 +01:00
..
src
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.