Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: ,  show how to generate test cases for a componentdeployed into a new software environment. This problem is importantfor software engineers who need to deploy a component into a nenvironment. Most existing model based testing approaches generatemodels from high level specifications. This leaves a semantic gapbeten the high level specification and the actualimplementation. Furthermore, the high level specification often needsto be manually translated into a model, which is a time consuming anderror prone process.  propose generating themodel automatically by abstracting the source code of the componentusing an under-approximating predicate abstraction scheme and leaving theenvironment concrete. Test cases are generated by iterativelyexecuting the entire system and storing the border states beten thecomponent and the environment. A model checker is used in the componentto explore non-deterministic behaviors of the component due to theconcurrency or data abstraction. The environment is symbolicallysimulated to detect refinement conditions. Assuming the run timeenvironment is able to do symbolic execution and that the run timeenvironment has a single unique response to a given input,  provethat our approach can generate test cases that have complete coverageof the component when the proposed algorithm terminates. When thealgorithm does not terminate, the abstract-concrete model can berefined iteratively to generate additional test cases. Test casesgenerated from this abstract-concrete model can be used to check whethera new environment is compatible with the existing component.
['Tonglaga Bao', 'Michael D. Jones']
I am writing a research paper on a idea Test Case Generation Using Model Checking for Software Components Deployed into New Environments
[{"from": "human", "value": "I am writing a research paper on a idea Test Case Generation Using Model Checking for Software Components Deployed into New Environments"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: ,  show how to generate test cases for a componentdeployed into a new software environment. This problem is importantfor software engineers who need to deploy a component into a nenvironment. Most existing model based testing approaches generatemodels from high level specifications. This leaves a semantic gapbeten the high level specification and the actualimplementation. Furthermore, the high level specification often needsto be manually translated into a model, which is a time consuming anderror prone process.  propose generating themodel automatically by abstracting the source code of the componentusing an under-approximating predicate abstraction scheme and leaving theenvironment concrete. Test cases are generated by iterativelyexecuting the entire system and storing the border states beten thecomponent and the environment. A model checker is used in the componentto explore non-deterministic behaviors of the component due to theconcurrency or data abstraction. The environment is symbolicallysimulated to detect refinement conditions. Assuming the run timeenvironment is able to do symbolic execution and that the run timeenvironment has a single unique response to a given input,  provethat our approach can generate test cases that have complete coverageof the component when the proposed algorithm terminates. When thealgorithm does not terminate, the abstract-concrete model can berefined iteratively to generate additional test cases. Test casesgenerated from this abstract-concrete model can be used to check whethera new environment is compatible with the existing component."}]