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  1. The 6th Joint Meeting on European software engineering conference and the ACM SIGSOFT symposium on the foundations of software engineering (ESEC-FSE companion '07)
  2. Towards incremental adaptive covering arrays
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Towards incremental adaptive covering arrays ( ESEC-FSE companion '07 )

Content Provider ACM Digital Library
Author Cohen, Myra B. Fouché, Sandro Porter, Adam
Abstract The increasing complexity of configurable software systems creates a need for more intelligent sampling mechanisms to detect and locate failure-inducing dependencies between configurations. Prior work shows that test schedules based on a mathematical object, called a covering array, can be used to detect and locate failures in combination with a classification tree analysis. This paper addresses limitations of the earlier approach. First, the previous work requires developers to choose the covering array's strength, even though there is no scientific or historical basis for doing so. Second, if a single covering array is insufficient to classify specific failures, the entire process must be rerun from scratch. To address these issues, our new approach incrementally and adaptively builds covering array schedules. It begins with a low strength, and continually increases this as resources allow, or poor classification results require. At each stage, previous tests are reused. This allows failures due to only one or two configurations settings to be found and classified as early as possible, and also limits duplication of work when multiple covering arrays must be used.
Starting Page 557
Ending Page 560
Page Count 4
File Format PDF
ISBN 9781595938121
DOI 10.1145/1295014.1295040
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 2007-09-03
Publisher Place New York
Access Restriction Subscribed
Subject Keyword Fault localization Covering arrays
Content Type Text
Resource Type Article
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