基于回归模型的CPU超频仿真软件设计

DESIGN OF SIMULATION SOFTWARE FOR CPU OVERCLOCKING BASED ON REGRESSION MODEL

为了帮助认识CPU超频问题并熟悉超频设置操作,进行CPU超频仿真软件设计的全面研究。分析CPU超频的影响因素,介绍超频的方法和操作流程;讨论软件的功能模块结构、模块的运行流程和样本数据的存储方法;重点研究CPU超频后的性能测试结果估计问题,并为此提出了建立回归模型的解决之道;详细探讨了VB.NET与Matlab混合编程的接口与实现途径,并以此种方式完成了程序代码的编写。试用表明,该软件功能完整、界面直观、使用简便,能够为理解超频理论和熟悉超频操作提供有效帮助。

We make an overall research on the design of simulation software for CPU overclocking in order to help to learn the problem of CPU overclocking and to be familiar with the overclocked settings operations. In the paper, we analyse the factors influencing the CPU overclocking, describe the methods and operating processes of the overclocking, discuss the structure of the function modules of software, the running processes of modules and the method for sample data storage; The emphasis is put on studying the estimation of the perfomance test results after CPU’s overclocking, and propose a solution of building a regression model in this regard. We give a detailed discussion about the interface of mixed programming with VB.NET and MATLAB and its implementation approach, and complete the program code writing by this means. The trial showes that this software is fully functional with intuitive interface, easy to use and can provide effective help to understanding the overclocking theory and to be familiar with overclocking settings.