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Journals ACM SIGMETRICS Performance Evaluation Review Volume 16 Issue 1

Simulating asynchronous multiple-loop networks is commonly considered a difficult task for parallel programming. This paper presents two examples of asynchronous multiple-loop networks: a stylized queuing system and an Ising model. The network topology in both cases is an n X n grid on a torus. A new distributed simulation algorithm is demonstrated on these two examples. The algorithm combines three elements: 1) the bounded lag restriction, 2) precomputed minimal propagation delays, and 3) the so-called opaque periods. Theoretical performance evaluation suggests that if N processing elements (PEs) execute the algorithm in parallel and the simulated system exhibits sufficient density of events, then, in average, processing one event would require ध (log N ) instructions of one PE. In practice, the algorithm has achieved substantial speed-ups: the speed-up is greater than 16 using 25 PEs on a shared memory MIMD bus computer, and greater than 1900 using 2 14 PEs on a SIMD computer.

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Efficient distributed event driven simulations of multiple-loop networks

Lubachevsky, B. D.
ACM SIGMETRICS Performance Evaluation Review , Volume 16 (1)
Association for Computing Machinery – May 1, 1988

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