Geoff Jacobs wrote:
Please note that we are all speaking as developers on clusters. Although this is a valuable niche in the market, it is still only a niche. Even with workstations, systems still only come with a few cores. In this regime, threads are still relevant from a performance standpoint. Furthermore, threads (of whichever flavor) are a first class API in most operating systems. Until Joe Sixpack can buy Windows ZX (or whatever) with the new message passing system preloaded, the old system which is preinstalled will still be the development target of most ISVs.
This historical inertia is a killer. I have heard that lots of windows ISVs had balked at doing 64 bit CCS ports due to the fact that their code already ran on windows. This is one of the problems SGI faced with 32 bit code during the 32->64 bit transition. Many users of AMD Opterons in 2004-2005 were completely unaware of any performance advantage they got, effectively for free, by recompiling their code for 64 bit vs 32 bit. We still have many customers happily using 32 bit software (pre-compiled) on 64 bit hardware and OSes, as it is a path of least resistance.
With OpenMP now part of gcc (as of 4.2, and there should be a nice little article about using this coming out soon ... cough cough) I would expect to see a great deal more interest in using it for multi-core programming from people with serial codes or codes that could potentially take advantage of multiple threads.
Large cluster programming will always need an MPI or MPI-like system. Small SMP programming might have easier to use alternatives that are "good enough". That "good enough" factor is not one to be discounted lightly, you do so at your own peril.
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