Architecture-independent parallelism for both shared- and distributed-memory machines using the Filaments package

摘要

This paper presents the Filaments package, which can be used to create architecture-in- dependent parallel programs -- that is, programs that are portable and efficient across vastly different parallel machines. Filaments virtualizes the underlying machine in terms of the number of processors and the interconnection, allowing fine-grain, shared-memory programs to be written or generated. Furthermore, Filaments uses a carefully designed API along with machine-specific runtime libraries and preprocessing that allow programs to run unchanged on both shared- and distributed-memory machines. Performance is not sacrificed, as almost all kernels and applications we tested achieve a speedup of over 4 on 8 processors of both an SGI Challenge and a cluster of Pentium Pros.