Hi Matthias, I upgraded to 2.0.0 and we're experiencing the same problem. I've posted a new screengrab of a threadprofile:
https://imgur.com/a/2wncPHw >From our perspective, it appears something happened after 0.10.2.1 that made the LRU Cache much slower for our use case. What would you recommend for our next steps? Jonathan On 2018/11/06 19:22:16, "Matthias J. Sax" <m...@confluent.io> wrote: > Not sure atm why you see a performance degradation. Would need to dig> > into the details.> > > However, did you consider to upgrade to 2.0 instead or 0.11?> > > Also note that we added a new operator `suppress()` in upcoming 2.1> > release, that allows you to do rate control without caching:> > https://cwiki.apache.org/confluence/display/KAFKA/KIP-328%3A+Ability+to+suppress+updates+for+KTables> > > Hope this helps.> > > > -Matthias> > > On 11/6/18 9:49 AM, Jonathan Gordon wrote:> > > I have a Kafka Streams app that I'm trying to upgrade from 0.10.2.1 to> > > 0.11.0.3 but when I do I notice that CPU goes way up and consumption goes> > > down. A thread profile indicates that the most expensive task is during our> > > aggregation, fetching from the cache.> > > > > > Thread profile with caching:> > > https://imgur.com/l5VEsC2> > > > > > If I disable the cache both performance and consumption are good but we are> > > producing every single aggregation modification, which is not what we want.> > > > > > Thread profile without caching:> > > https://imgur.com/a/JK3nkou> > > > > > I read this thread, which seems relevant e> > > > > > https://lists.apache.org/thread.html/2b44e74eaec7172b107bcff96861cf8b4837f55a44714f69d033cc2e@%3Cusers.kafka.apache.org%3E> > > > > > Notably: "Note, that caching was _not_ introduced to reduce the writes to> > > RocksDB, but to reduce the write the the changelog topic and to reduce the> > > number of records send downstream."> > > > > > So how can we reduce the number of records sent downstream while> > > maintaining the same performance characteristics that we have with caching> > > turned off? Or put another way, how can I upgrade my app without taking a> > > hit in performance or behavior?> > > > > > Thanks!> > > > > >
