1 Its been 8 years since Google noticed that an extra 500ms of latency dropped traffic by 20% and Amazon realized that 100ms of extra latency dropped ..
2 Additionally, you will want a strong memory model to enable lock free programming so you should be looking at Java, Scala, C++11 or Go.
3 I/O will kill your latency, so make sure all of your data is in memory.