This paper proposes a novel cloud testing platform specialized for software testing. Our novel approach aims to perform dynamic analysis on mobile application binaries, generate the model of the application, its test cases and test input sets on the run. Domain information generated via dynamic analysis and utilization of combinatorial interaction testing for test case and input set analysis will be used for improving the systems coverage capability. The system will be a self learning system in the sense that the lessons learned from testing one application will be used to test another application.
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