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Towards an automated approach to use expert systems in the performance testing of distributed systems
Date
2014
Abstract
Performance testing in distributed environments is challenging. Specifically, the identification of performance issues and their root causes are time-consuming and complex tasks which heavily rely on expertise. To simplify these tasks, many researchers have been developing tools with built-in expertise. However limitations exist in these tools, such as managing huge volumes of distributed data, that prevent their e cient usage for performance testing of highly dis- tributed environments. To address these limitations, this paper presents an adaptive framework to automate the us- age of expert systems in performance testing. Our validation assessed the accuracy of the framework and the time savings that it brings to testers. The results proved the bene ts of the framework by achieving a significant decrease in the time invested in performance analysis and testing.
Supervisor
Description
peer-reviewed
Publisher
Association for Computing Machinery
Citation
JAMAICA 2014 Proceedings of the 2014 Workshop on Joining AcadeMiA and Industry Contributions to Test Automation and Model-Based Testing;pp. 22-27
Files
Funding code
Funding Information
Science Foundation Ireland (SFI)
Sustainable Development Goals
External Link
Type
Meetings and Proceedings
Rights
https://creativecommons.org/licenses/by-nc-sa/1.0/