Experiences using the cray multi-threaded architecture (MTA-2)

The Naval Research Laboratory has recently installed and is operating a 40-processor Cray Multi-Threaded Architecture (MTA-2) computer. The MTA-2 with its hardware support for multi-threading and large uniformly accessible memory offers a promising new paradigm in parallel computing, especially for large problems. In order to evaluate the machine, four typical applications whose structures would lend themselves to the MTA were selected and evaluated in terms of the level of effort and reprogramming required in contrast to the benefits in running in an MTA environment. The amount of changes required to port the code ranged from very little to a substantial rewrite of portions of the code. Performance improvements ranging from a factor of two to more than 10 over the previous implementations were noted.