A greedy approach to tolerate defect cores for multimedia applications

Kelvin K. Yue, Soumia Ghalim, Zheng Li, Frank Lockom, Shangping Ren, Lei Zhang, Xiaowei Li
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引用次数: 5

Abstract

Computation-intensive multimedia applications are emerging on mobile devices. System-on-Chip (SoC) offers high performance at a decreased size for these devices. SoC often integrates tens of cores and uses Network-on-Chip (NoC) as its communication infrastructure. To ensure high yield of manycore processors, core-level redundancy is often used as an effective approach to improve the reliability of manycore chips. However, when defective cores are replaced by redundant ones, the NoC topology changes. As a result, a fine-tuned application based on timing parameters given by one topology may not meet the expected timing behavior under the new one. To address this issue, we first define a metric that can measure the timing resemblance between different NoC topologies. Based on this metric, we develop a greedy algorithm to reconfigure a defect-tolerant manycore platform and form a unified application specific virtual topology on which the timing variations caused by the reconfiguration are minimized. Our simulation results clearly indicate the effectiveness of the developed algorithm.
多媒体应用中容忍缺陷核的贪婪方法
计算密集型多媒体应用程序正在移动设备上出现。片上系统(SoC)以较小的尺寸为这些设备提供高性能。SoC通常集成数十个核心,并使用片上网络(NoC)作为其通信基础设施。为了保证多核处理器的高产率,核心级冗余常被用作提高多核芯片可靠性的有效手段。然而,当缺陷核被冗余核取代时,NoC拓扑结构发生了变化。因此,基于一种拓扑给出的时序参数进行微调的应用程序可能无法满足新拓扑下的预期时序行为。为了解决这个问题,我们首先定义一个度量,它可以度量不同NoC拓扑之间的时间相似性。在此基础上,我们开发了一种贪婪算法来重新配置一个容错多核平台,并形成了一个统一的特定于应用的虚拟拓扑,在该拓扑上重新配置引起的时间变化最小。仿真结果清楚地表明了该算法的有效性。
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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