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Journals ACM SIGMETRICS Performance Evaluation Review Volume 26 Issue 1

In many real applications, for example those with frequent and irregular communication patterns or those using large messages, network contention and contention for message processing resources can be a significant part of the total execution time. This paper presents a new cost model, called LoGPC, that extends the LogP 9 and LogGP 4 models to account for the impact of network contention and network interface DMA behavior on the performance of message-passing programs.We validate LoGPC by analyzing three applications implemented with Active Messages 11, 18 on the MIT Alewife multiprocessor. Our analysis shows that network contention accounts for up to 50% of the total execution time. In addition, we show that the impact of communication locality on the communication costs is at most a factor of two on Alewife. Finally, we use the model to identify tradeoffs between synchronous and asynchronous message passing styles.

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LoGPC: modeling network contention in message-passing programs

Moritz, Csaba Andras; Frank, Matthew I.
ACM SIGMETRICS Performance Evaluation Review , Volume 26 (1)
Association for Computing Machinery – Jun 1, 1998

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