TY - GEN
T1 - Autonomous Decentralized Combinatorial Testing
AU - Tsai, Wei Tek
AU - Qi, Guanqiu
AU - Hu, Kai
N1 - Publisher Copyright:
© 2015 IEEE.
PY - 2015/4/29
Y1 - 2015/4/29
N2 - Testing-as-a-Service (TaaS) is a software testing service in a cloud that can leverage the computation power provided by the cloud. Specifically, a TaaS can be scaled to large and dynamic workloads, executed in a distributed environment with hundreds of thousands of processors, and these processors may support concurrent and distributed test execution and analysis. This paper proposes an autonomous decentralized combinatorial testing system based on Adaptive Reasoning (AR) and Test Algebra (TA) for Combinatorial Testing (CT). AR performs testing and identifies faulty interactions, and TA eliminates related configurations from testing and there can be carried out concurrently. By combining these two, it is possible to perform large CT. We performed experiments with 210 components and 98:34% of configurations have been eliminated out of total number of configurations by AR and TA analysis.
AB - Testing-as-a-Service (TaaS) is a software testing service in a cloud that can leverage the computation power provided by the cloud. Specifically, a TaaS can be scaled to large and dynamic workloads, executed in a distributed environment with hundreds of thousands of processors, and these processors may support concurrent and distributed test execution and analysis. This paper proposes an autonomous decentralized combinatorial testing system based on Adaptive Reasoning (AR) and Test Algebra (TA) for Combinatorial Testing (CT). AR performs testing and identifies faulty interactions, and TA eliminates related configurations from testing and there can be carried out concurrently. By combining these two, it is possible to perform large CT. We performed experiments with 210 components and 98:34% of configurations have been eliminated out of total number of configurations by AR and TA analysis.
KW - Combinatorial Testing
KW - Concurrent Testing
KW - TaaS
KW - Test Algebra
KW - and Adaptive Reasoning
UR - http://www.scopus.com/inward/record.url?scp=84937200357&partnerID=8YFLogxK
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U2 - 10.1109/ISADS.2015.53
DO - 10.1109/ISADS.2015.53
M3 - Conference contribution
AN - SCOPUS:84937200357
T3 - Proceedings - 2015 IEEE 12th International Symposium on Autonomous Decentralized Systems, ISADS 2015
SP - 40
EP - 47
BT - Proceedings - 2015 IEEE 12th International Symposium on Autonomous Decentralized Systems, ISADS 2015
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2015 12th IEEE International Symposium on Autonomous Decentralized Systems, ISADS 2015
Y2 - 25 March 2015 through 27 March 2015
ER -