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Hierarchical Strategies for Efficient Fault Recovery on the Reconfigurable PAnDA Device

机译:可重构panDa设备上高效故障恢复的分层策略

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摘要

A novel hierarchical fault-tolerance methodology for reconfigurable devices is presented. A bespoke multi-reconfigurable FPGA architecture, the programmable analogue and digital array (PAnDA), is introduced allowing fine-grained reconfiguration beyond any other FPGA architecture currently in existence. Fault blind circuit repair strategies, which require no specific information of the nature or location of faults, are developed, exploiting architectural features of PAnDA. Two fault recovery techniques, stochastic and deterministic strategies, are proposed and results of each, as well as a comparison of the two, are presented. Both approaches are based on creating algorithms performing fine-grained hierarchical partial reconfiguration on faulty circuits in order to repair them. While the stochastic approach provides insights into feasibility of the method, the deterministic approach aims to generate optimal repair strategies for generic faults induced into a specific circuit. It is shown that both techniques successfully repair the benchmark circuits used after random faults are induced in random circuit locations, and the deterministic strategies are shown to operate efficiently and effectively after optimisation for a specific use case. The methods are shown to be generally applicable to any circuit on PAnDA, and to be straightforwardly customisable for any FPGA fabric providing some regularity and symmetry in its structure.
机译:提出了一种可重构设备的新型分层容错方法。引入了定制的多可重配置FPGA架构,即可编程模拟和数字阵列(PAnDA),可实现比现有的任何其他FPGA架构更精细的重配置。利用PAnDA的体系结构特征,开发了不需要故障性质或位置的特定信息的故障盲电路修复策略。提出了两种故障恢复技术,即随机和确定性策略,并给出了每种方法的结果以及两者的比较。两种方法都基于创建算法来对故障电路执行细粒度的分层部分重新配置,以便对其进行修复。虽然随机方法提供了对该方法可行性的见识,但确定性方法旨在针对引入特定电路的一般故障生成最佳修复策略。结果表明,两种技术均能成功修复在随机电路位置中引发随机故障后使用的基准电路,并且确定性策略在针对特定用例进行优化后显示出高效运行的效果。该方法显示出通常可应用于PAnDA上的任何电路,并且可直接针对可在其结构中提供一定规律性和对称性的任何FPGA架构进行直接定制。

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