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A place to discuss the MulticoreBSP library and its applications, and for discussing the use of the Bulk Synchronous Parallel model on shared-memory architectures, or hybrid distributed/shared architectures.

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#1 2011-10-02 07:00:00

Albert-Jan Yzelman
Registered: 2011-08-04
Posts: 28

MulticoreBSP paper published

The final version of the MulticoreBSP paper has been published in Concurrency and Computation: Practice and Experience, volume 24, issue 5, pp. 533-553, John Wiley & Sons (2012). From the paper:

We show that the bulk synchronous parallel (BSP) model, originally designed for distributed-memory systems, is also applicable for shared-memory multicore systems and, furthermore, that BSP libraries are useful in scientific computing on these systems. A proof-of-concept MulticoreBSP library has been implemented in Java, and is used to show that BSP algorithms can attain proper speedups on multicore architectures. This library is based on the BSPlib implementation, adapted to an object-oriented setting. In comparison, the number of function primitives is reduced, while the overall design simplicity is improved. We detail applying the BSP model and library on the sparse matrix–vector (SpMV) multiplication problem, and show by performing numerical experiments that the resulting BSP SpMV algorithm attains speedups, in one case reaching a speedup of 3.5 for 4 threads. Whereas not described in detail in this paper, algorithms for the fast Fourier transform and the dense LU decomposition are also investigated; in one case, attaining superlinear speedups of 5 for 4 threads. The predictability of BSP algorithms in the case of the SpMV is also investigated.


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