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Combinatorial Testing in Cloud Computing de Wei-Tek Tsai

Combinatorial Testing in Cloud Computing: SpringerBriefs in Computer Science

Autor Wei-Tek Tsai, Guanqiu Qi
en Limba Engleză Paperback – 3 noi 2017
This book introduces readers to an advanced combinatorial testing approach and its application in the cloud environment. Based on test algebra and fault location analysis, the proposed combinatorial testing method can support experiments with 250 components (with 2 * (250) combinations), and can detect the fault location based on the testing results. This function can efficiently decrease the size of candidate testing sets and therefore increase testing efficiency. The proposed solution’s effectiveness in the cloud environment is demonstrated using a range of experiments.
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Specificații

ISBN-13: 9789811044809
ISBN-10: 9811044805
Pagini: 128
Ilustrații: X, 128 p. 55 illus., 37 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.2 kg
Ediția:1st ed. 2017
Editura: Springer Nature Singapore
Colecția Springer
Seria SpringerBriefs in Computer Science

Locul publicării:Singapore, Singapore

Cuprins

1. Introduction.- 2. Related Work.- 3. Adaptive Fault Detection in Multi-Tenancy SaaS.- 4. Test Algebra for Concurrent Combinatorial Testing.- 5. Algebra Execution with Combinatorial Testing.- 6. Test Algebra Execution in A Cloud Environment.- 7. Adaptive Reasoning Algorithm with Automated Test Cases Generation qnd Test Algebra in SaaS System.- 8. TaaS Design for Combinatorial Testing.- 9. Integrated TaaS with Fault Detection and Test Algebra.

Notă biografică

Wei-Tek Tsai is currently a professor at both the School of Computing Informatics and Decision Systems Engineering at Arizona State University, USA and the School of Computer Science and Engineering at Beihang University, China. He received his PhD and MS in Computer Science from the University of California at Berkeley, and his BS in Computer Science and engineering from MIT. He has produced over 400 papers in various journals and conferences, received two Best Paper awards, and awarded several Guest Professorships. His work has been supported by the US Department of Defense, Department of Education, National Science Foundation, the EU, and industrial companies such as Intel, Fujitsu and Guidant. In the last ten years, he has focused his energies on service-oriented computing and SaaS, as well as various aspects of software engineering including blockchain, architecture, testing, and maintenance.

Guanqiu Qi received his PhD in Computer Science from Arizona State University in 2014. His research interests span many aspects of software engineering, such as SaaS (Software-as-a-Service), TaaS (Testing-as-a-Service), Big Data Testing, Combinatorial Testing, and Service-Oriented Computing, as well as blockchain.

Textul de pe ultima copertă

This book introduces readers to an advanced combinatorial testing approach and its application in the cloud environment. Based on test algebra and fault location analysis, the proposed combinatorial testing method can support experiments with 250 components (with 2 * (250) combinations), and can detect the fault location based on the testing results. This function can efficiently decrease the size of candidate testing sets and therefore increase testing efficiency. The proposed solution’s effectiveness in the cloud environment is demonstrated using a range of experiments.

Caracteristici

Introduces readers to an advanced combinatorial testing approach that delivers outstanding efficiency and effectiveness Provides a combinatorial testing solution for the cloud environment Addresses both theoretical and practical aspects of combinatorial testing and Testing-as-a-Service Uses mathematical methods to detect fault locations and eliminate potential faults from testing considerations based on existing testing results Includes supplementary material: sn.pub/extras