Performance prediction method, device and data analysis equipment
A performance prediction and performance technology, applied in functional inspection, detection of faulty computer hardware, etc., can solve problems such as unsatisfactory optimization effect and affect the performance of other modules, so as to shorten the test time, reduce the wind direction, and improve the efficiency.
Active Publication Date: 2021-04-20
珠海思云科技有限公司
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Problems solved by technology
Mobile terminals are divided into multiple modules according to their functions. Different modules are usually developed relatively independently. Modifications to different modules may affect the performance of other modules.
R&D personnel usually need to perform multi-dimensional optimization for multiple modules, but these optimizations may potentially affect each other and lead to unsatisfactory optimization results
However, these effects are usually non-dominant, and it is difficult to predict artificially before research and development
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[0040] In order to make the purposes, technical solutions and advantages of the embodiments of the present application clearer, the technical solutions in the embodiments of the present application will be clearly and completely described below in conjunction with the drawings in the embodiments of the present application. Obviously, the described embodiments It is a part of the embodiments of this application, not all of them. The components of the embodiments of the application generally described and illustrated in the figures herein may be arranged and designed in a variety of different configurations.
[0041] Accordingly, the following detailed description of the embodiments of the application provided in the accompanying drawings is not intended to limit the scope of the claimed application, but merely represents selected embodiments of the application. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art w...
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The present application provides a performance prediction method, device and data analysis equipment. The method includes: obtaining the historical module modification status and historical performance compliance status of multiple historical system versions of the mobile terminal operating system; modifying the historical module versions of multiple historical system versions The situation and historical performance standards are used as training samples for machine learning training to obtain a performance prediction model; obtain the modification status of the target module that needs to be modified, and the modification status of the target module includes the module items that need to be modified; input the modification status of the target module into the performance prediction model According to the modification of the target module, the estimated performance of multiple operating performance indicators of the system version after the module modification is up to standard. In this way, predicting the possible results of modification before R&D can reduce the wind direction caused by multi-dimensional module modification, greatly shorten the testing time, provide a clear modification direction for development, and improve the efficiency of testing.
Description
technical field [0001] The present application relates to the technical field of mobile terminal testing, in particular, to a performance testing method, device and data analysis equipment. Background technique [0002] With the continuous development and popularization of mobile terminal technology, mobile terminals have become extremely important devices in people's work and life. The performance of mobile terminals is an important condition for selecting mobile terminals. Performance issues. Mobile terminals are divided into multiple modules according to their functions. Different modules are usually developed relatively independently. Modifications to different modules may affect the performance of other modules. R&D personnel usually need to perform multi-dimensional optimization for multiple modules, but these optimizations may potentially affect each other and lead to unsatisfactory optimization results. And these effects are usually non-dominant, and it is difficul...
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IPC IPC(8): G06F11/26
CPCG06F11/26
Inventor 陈晓青
Owner 珠海思云科技有限公司