Pronto: A Low Overhead Message Passing System for High Performance Many-Core Processors

Sumeet S. Kumar, M. T. A. Djie, R. V. Leuken
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Abstract

Many-core processors provide the raw computation power required by modern high-performance multimedia and signal processing workloads. The conversion of this computation power into ex- ecution performance is often constrained by the overheads of communication between concurrent tasks. This paper presents Pronto, a low overhead message passing system which simplies the semantics of data movement between communicating tasks by performing buffer management, message synchronization and address translation directly in hardware. The integration of these functions into hardware results in transfer latencies upto 30% shorter than state of the art MPI derivatives. The overheads for communication with Pronto in an 18-core processor array are under 5% for 64-word burst transfers, and less than 0.5% of total execution time using workloads such as the JPEG decoder and FIRlter. Furthermore, this paper also studies the effect of task mapping and interconnect traffic on the predictability of data block arrival times, and provides insight on where interconnect contention can be tolerated.
一种用于高性能多核处理器的低开销消息传递系统
多核处理器提供现代高性能多媒体和信号处理工作负载所需的原始计算能力。将这种计算能力转换为执行性能常常受到并发任务之间通信开销的限制。Pronto是一种低开销的消息传递系统,它通过直接在硬件上执行缓冲区管理、消息同步和地址转换,简化了通信任务之间数据移动的语义。将这些功能集成到硬件中,传输延迟比最先进的MPI衍生产品缩短了30%。对于64字突发传输,在18核处理器阵列中与Pronto通信的开销低于5%,使用JPEG解码器和filter等工作负载时,与Pronto通信的开销低于总执行时间的0.5%。此外,本文还研究了任务映射和互连流量对数据块到达时间可预测性的影响,并提供了在何处可以容忍互连争用的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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