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Software reliability index interval estimation method based on test characteristics

A technology of interval estimation and reliability, applied in software testing/debugging, calculation, error detection/correction, etc., can solve problems such as not comprehensively considering test characteristic factors

Active Publication Date: 2016-10-12
BEIHANG UNIV
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Problems solved by technology

[0007] At present, the research methods on the interval estimation of reliability model parameters at home and abroad are all directly considered from the reliability model and failure data itself, without comprehensive consideration of test characteristic factors

Method used

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  • Software reliability index interval estimation method based on test characteristics
  • Software reliability index interval estimation method based on test characteristics
  • Software reliability index interval estimation method based on test characteristics

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Embodiment Construction

[0046] Preferred embodiments of the present invention will be specifically described below in conjunction with the accompanying drawings, wherein the accompanying drawings constitute a part of the application and are used together with the embodiments of the present invention to explain the principles of the present invention.

[0047] Such as figure 1 as shown, figure 1 It is a schematic flow chart of the method described in the embodiment of the present invention, which may specifically include the following steps:

[0048] Step 101: Analyze the test features from multiple angles, measure the test features, and obtain measurement results including the following aspects:

[0049] Code coverage, requirement coverage, code coverage considering module complexity, number of test cases considering module complexity, change in number of test cases between test phases, and number of new failures between test phases.

[0050] Step 102: Calculate the reliability index, and construct...

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Abstract

The invention relates to a software reliability index interval estimation method based on test characteristics. The software reliability index interval estimation method comprises the following steps: analyzing the test characteristics from multiple perspectives, designing a corresponding criterion to measure the test characteristics to obtain a test characteristic measurement result; according to a relationship between the test characteristic measurement result and a reliability index, constructing a regression model of the reliability index and test characteristic measurement; and according to the regression model of the reliability index and test characteristic measurement, carrying out interval estimation on the reliability index. The method for constructing the regression model of the reliability index and test characteristic measurement is used for searching the relationship between the reliability index and the test characteristics, has a mathematical theoretical basis, and is scientific and strict. Test characteristic data generated in a practical test is used for assisting in reliability index interval estimation, and the credibility of the reliability index interval estimation is improved.

Description

technical field [0001] The invention relates to the technical field of software reliability evaluation, in particular to a software reliability index interval estimation method based on test features. Background technique [0002] Software is ubiquitous in our lives, and plays a very important role in various industries and fields. In safety-critical systems, software failures can have severe, fatal consequences. The unpredictability of software defects makes it impossible to know when and how software will fail. Although the reliability of hardware systems has developed in recent years, the reliability of software systems still cannot meet our expectations. It is precisely because of the importance of software reliability and the fact that there are many unsolved problems in this field that software reliability has received more and more attention. [0003] As a software measurement index, software reliability summarizes the reliable operation degree of software through ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F11/36
CPCG06F11/3608G06F11/3616
Inventor 刘超鲍力杨海燕吴际
Owner BEIHANG UNIV
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