Abstract: This document describes systems and techniques directed at a machine-learning-based greedy optimization mechanism for reducing radio-frequency (RF) tests in production. In aspects, a process capability index is disclosed, the process capability index used to refine a test-set. The test-set includes tests configured to be performed on an electronic device. The process capability index is configured based on upper specification limits and lower specification limits of the electronic device for each test in the test-set, as well as results for each of the tests in the test-set. The process capability index is further configured based on a new upper specification limit and a new lower specification limit of the electronic device for a new test not in the test-set, as well as results for the new test.

Abstract: A computer-implemented method of identifying software test cases to be executed is discussed. The method includes determining one or more features changed in a software project, correlating the one or more features with one or more secondary source code files that exhibit the one or more features, and identifying test cases to be executed based on the correlation between the one or more features and the one or more secondary source code files.

Abstract: A method of managing a software test case includes receiving a message about a test case from a test case management system, associating the message with a mobile device, and translating the message and transmitting the translated message to the mobile device.

Abstract: A system that detects incorrectly translated text in a document. During operation, the system determines a target language for the document. The system then identifies one or more terms in the document that are invalid terms for the language. Next, the system analyzes correlations between these invalid terms, and, based on these correlations, determines whether one or more of the invalid terms comprise incorrectly translated text.