Hungarian algorithm based virtualization to maintain application timing similarity for defect-tolerant NoC

Ke Yue, Frank Lockom, Zheng Li, Soumia Ghalim, Shangping Ren, Lei Zhang, Xiaowei Li
2012 17th Asia and South Pacific Design Automation Conference  
Homogeneous manycore processors are emerging in broad application areas, including those with timing requirements, such as real-time and embedded applications. Typically, these processors employ Network-on-Chip (NoC) as the communication infrastructure and core-level redundancy is often used as an effective approach to improve the yield of manycore chips. For a given application's task graph and a task to core mapping strategy, the traffic pattern on the NoC is known a priori. However, when
more » ... ctive cores are replaced by redundant ones, the NoC topology changes. As a result, a fine-tuned program based on timing parameters given by one topology may not meet the expected timing behavior under the new one. To address this issue, a timing similarity metric is introduced to evaluate timing resemblances between different NoC topologies. Based on this metric, a Hungarian method based algorithm is developed to reconfigure a defect-tolerant manycore platform and form a unified application specific virtual core topology of which the timing variations caused by such reconfiguration are minimized. Our case studies indicate that the proposed metric is able to accurately measure the timing differences between different NoC topologies. The standard deviation between the calculated difference using the metric and the difference obtained through simulation is less than 6.58%. Our case studies also indicate that the developed Hungarian method based algorithm using the metric performs close to the optimal solution in comparison to random defect-redundant core assignments.
doi:10.1109/aspdac.2012.6165003 dblp:conf/aspdac/YueLLGRZL12 fatcat:a5orhxker5aibb52bjpr4ofpjy