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An efficient algorithm-based fault tolerance design using extended rearranged Hamming checksum

机译:使用扩展的重排汉明校验和的基于算法的高效容错设计

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Fault tolerance has been an important issue for systems involving intensive computations using a large number of processing elements. To effectively tolerate operation time faults in the systems, algorithm-based fault tolerance designs have been developed. Extended rearranged Hamming checksum scheme is proposed as an algorithm-based fault tolerance design. It is based on the rearranged Hamming checksum code with newly introduced negative elements in the checksum matrix. The overflow and round-off error probability of the scheme are greatly reduced compared to earlier designs, while both time latency and hardware overheads are small. Two important matrix computations are selected to show how the scheme works. Performance of the proposed design is evaluated and compared with those of existing schemes through computer simulation.
机译:对于涉及使用大量处理元素进行大量计算的系统,容错性一直是一个重要问题。为了有效地容忍系统中的操作时间故障,已经开发了基于算法的容错设计。提出了扩展的重排汉明校验和方案作为基于算法的容错设计。它基于重新排列的汉明校验和代码,并在校验和矩阵中新引入了负数元素。与早期设计相比,该方案的溢出和舍入错误概率大大降低,而时间延迟和硬件开销均很小。选择两个重要的矩阵计算来显示该方案如何工作。通过计算机仿真,对所提出设计的性能进行了评估,并将其与现有方案的性能进行了比较。

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