一种分析并发系统某些测试技术性能的方法

Timo Kellomäki, A. Valmari
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引用次数: 2

摘要

在本文中,我们开发了一种方法来分析和比较并发系统的不同测试技术的性能,并用它来证明所谓的“探索性测试”比传统的基于测试用例的测试更快地发现错误。我们将被测系统建模为一个状态空间,为每个转移分配权重和代价,并找到到达终端状态的概率和期望代价。根据这些信息,可以计算出使用每种方法查找错误的概率和预期成本。我们的方法的一个缺点是它不适用于任意大的系统,但是,作为回报,它给出的结果比运行实际测试要快得多,精度也高得多。
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A method for analysing the performance of certain testing techniques for concurrent systems
In this paper we develop a method for analysing and comparing the performance of different testing techniques for concurrent systems, and use it to give some evidence that the so-called "exploration testing" finds errors faster than traditional testing based on test cases. We model the system under test as a state space with a weight and cost assigned to each transition, and find the probability and expected cost of reaching terminal states. From this information, the probabilities and expected costs of finding errors using each method can be computed. A drawback of our method is that it is not feasible for arbitrarily large systems, but, in return, it gives results much quicker and with much higher precision than possible by running actual tests.
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