Hi! I think the best way to get away from Kryo is to write types that go through Flink's own serialization stack: Have a look here for a bit of background: https://ci.apache.org/projects/flink/flink-docs-release-1.2/dev/types_serialization.html#flinks-typeinformation-class
BTW: Is the "hot map" involved in Kryo's reference resolution? If yes, you could try a custom hack and see whether it performs better when reference resolution is deactivated (modify the KryoSerializer.checkKryoInitialized() method to deactivate reference handling). Hope that helps, Stephan On Tue, Jan 24, 2017 at 12:47 PM, Dmitry Golubets <dgolub...@gmail.com> wrote: > Hi, > > I've just added my custom MsgPack serializers hoping to see performance > increase. I covered all data types in between chains. > > However this Kryo method still takes a lot of CPU: IdentityObjectIntMap.get > > Is there something else should be configured? > Or is there no way to get away from Kryo overhead? > > Best regards, > Dmitry >