liran-funaro edited a comment on issue #5698: URL: https://github.com/apache/druid/issues/5698#issuecomment-639114314
Our new and improved `OakIncrementalIndex` significantly reduces Druid's memory consumption during the ingestion process. We have conducted [system-level experiments](https://github.com/liran-funaro/druid/wiki/Evaluation) per the community request, which shows that `OakIncrementalIndex` uses **60%** less memory and **50%** less CPU-time compared with `OnheapIncrementalIndex` to achieve the same performance. This translates to nearly **double** the system's ingestion-throughput with the same memory budget, and a **75%** increase in throughput with the same CPU-time budget. Please check it out: [#9967](https://github.com/apache/druid/issues/9967). ---------------------------------------------------------------- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. For queries about this service, please contact Infrastructure at: [email protected] --------------------------------------------------------------------- To unsubscribe, e-mail: [email protected] For additional commands, e-mail: [email protected]
