I did not know about Python's asyncio. Thanks for the pointer! For grins, I wrote a Scala version of your python examples using only Scala's built in-libraries. It's performance is about the same as the the asyncio examples. Code at https://gist.github.com/hohonuuli/7ebfd438f297ef3ee7fc843920936ba9