There are a couple of key observations in there. First of all it is quite likely that such a large system will not end up running a single instance of a single application. Therefore it is useful to understand the various options for virtualising the system. The second observation is that there are a number of details to take care of when writing an application that is expected to scale to large numbers of threads.
Anyhow, I hope you find it a useful read.