最小队列插入下延迟不敏感系统的吞吐量优化

Juinn-Dar Huang, Yi-Hang Chen, Ya-Chien Ho
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引用次数: 3

摘要

随着制造工艺利用更深的亚微米技术,全局互连延迟成为当今系统级芯片(SoC)设计中最关键的性能障碍之一。为了解决这个问题,近年来提出了延迟不敏感系统(LIS),它使多周期通信能够容忍不同的互连延迟,而无需大量修改预先设计的IP核。然而,不平衡的互连延迟和通信背压存在于LIS中仍然会降低系统吞吐量。本文提出了一种最小队列插入的吞吐量优化技术。我们首先将给定的LIS建模为定量图(QG),可以使用所提出的技术进一步压缩,从而可以处理更大的问题。在QG的基础上,在可接受的运行时内,通过基于所提出的约束公式的整数线性规划,可以获得具有最小队列大小的最优解。实验结果表明,我们的方法可以在合理的运行时间内处理中等规模的系统,与现有技术相比,可以节省约28%的队列。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Throughput optimization for latency-insensitive system with minimal queue insertion
As fabrication process exploits even deeper submicron technology, global interconnect delay is becoming one of the most critical performance obstacles in system-on-chip (SoC) designs nowadays. Recent years latency-insensitive system (LIS), which enables multicycle communication to tolerate variant interconnect delay without substantially modifying pre-designed IP cores, has been proposed to conquer this issue. However, imbalanced interconnect latency and communication back-pressure residing in an LIS still degrade system throughput. In this paper, we present a throughput optimization technique with minimal queue insertion. We first model a given LIS as a quantitative graph (QG), which can be further compacted using the proposed techniques, so that much bigger problems can be handled. On top of QG, the optimal solution with minimal queue size can be achieved through integer linear programming based on the proposed constraint formulation in an acceptable runtime. The experimental results show that our approach can deal with moderately large systems in a reasonable runtime and save about 28% of queues compared to the prior art.
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