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Interesting, at the company I work for Java pods are (historically) over provisioned with CPU but quite tightly provisioned with memory

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That is the opposite of what I usually see. Are you trading CPU for RAM by running a more aggressive GC like ZGC or Shenandoah? Usually, people starve the CPU to buy more RAM.

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