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Optimal Controlled Random Tests

机译:最优控制随机检验

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摘要

Controlled random tests, methods of their generation, main criteria used for their synthesis, such as the Hamming distance and the Euclidean distance, as well as their application to the testing of both hardware and software systems are discussed. Available evidences suggest that high computational complexity is one of the main drawbacks of these methods. Therefore we propose a technique to overcome this problem. In the paper we propose the algorithm for optimal controlled random tests generation. Both experimental and analytical investigation clearly show the high efficiency of proposed solution especially for the multi-run tests with small number of iterations. The given tests can be applied for hardware and software testing but it seems they may be particularly interesting from the perspective of the effective detection of pattern sensitive faults in RAMs.
机译:讨论了受控随机测试,其生成方法,用于合成的主要标准(例如汉明距离和欧几里得距离)及其在测试硬件和软件系统中的应用。现有证据表明,高计算复杂度是这些方法的主要缺点之一。因此,我们提出了一种克服这一问题的技术。在本文中,我们提出了用于最优受控随机测试生成的算法。实验和分析研究都清楚地表明了所提出解决方案的高效率,特别是对于迭代次数少的多次运行测试。给定的测试可以用于硬件和软件测试,但是从有效检测RAM中的模式敏感故障的角度来看,它们似乎特别有趣。

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