Github user cestella commented on the issue: https://github.com/apache/metron/pull/940 Just FYI, as part of the performance experimentation in the lab here, we found that one major impediment to scale was the guava cache in this topology when the size of the cache becomes non-trivial in size (e.g. 10k+). Swapping out [Caffeine](https://github.com/ben-manes/caffeine) immediately had a substantial affect. I created #947 to migrate the split/join infrastructure to use caffeine as well and will look at the performance impact of that change. I wanted to separate that work from here as it may be that guava performance is fine outside of an explicit threadpool like we have here.
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