You really should never tweak anything in case of the JVM other than perhaps max heap size and rarely target pause time (for G1, so you can either prefer throughput or latency). Anything else you find online is likely already outdated and very specific for a given code. Instead just use a recent JDK and profile your code.

As for scala, missing the java ecosystem would pretty much decimate the language, no matter how cool it is.