NDLI: A History-Based Dynamic Random Software Testing

Content Provider	IEEE Xplore Digital Library
Author	Lei Zhang Bei-Bei Yin Junpeng Lv Kai-Yuan Cai Yau, S.S. Jia Yu
Copyright Year	2014
Description	Author affiliation: Dept. of Autom. Control, Beijing Univ. of Aeronaut. & Astronaut., Beijing, China (Lei Zhang; Bei-Bei Yin; Junpeng Lv; Kai-Yuan Cai) \|\| Inf. Assurance Center, Arizona State Univ., Tempe, AZ, USA (Yau, S.S.; Jia Yu)
Abstract	Following the idea of software cybernetics, Dynamic Random Testing (DRT) was proposed to improve the traditional random testing and random-partition testing strategies. The essential idea of Dynamic Random Testing is to update the testing profile dynamically during the software testing according to test data collected online. As a result, the sub domains which have higher defect detection rate are selected more easily. There are some shortcomings in the original DRT, such as it is not rigorous to update the testing profile each time merely according to whether a test case reveals defects or not. In order to overcome the shortcomings in the original DRT, a History-based Dynamic Random Testing is proposed on the basis of DRT and it is denoted as DRT-h. In DRT-h strategy, the estimate of the defect detection rate of each sub domain is calculated in real-time during the software testing by using history testing information. In this paper some real-life software were used to verify the effect of DRT and DRT-h, and the experiments show that DRT-h outperforms random testing, random-partition testing and Dynamic Random Testing greatly.
Sponsorship	IEEE Comput. Soc.
Starting Page	31
Ending Page	36
File Size	265231
Page Count	6
File Format	PDF
ISBN	9781479935789
DOI	10.1109/COMPSACW.2014.9
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2014-07-21
Publisher Place	Sweden
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Software testing Measurement Random testing Flexible printed circuits History-based dynamic random testing Software cybernetic Aerodynamics Software Testing profile Cybernetics
Content Type	Text
Resource Type	Article

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