Title :
A mainframe CPU capacity prediction system based on the mathematical modeling
Author :
Shi Liang ; Gao Zhen ; Wang Min ; Liu Aiai
Author_Institution :
Sch. of Software Eng., Tongji Univ., Shanghai, China
Abstract :
A mainframe performance analysis system is provided in this paper, which is mainly based on the principle of the correlation analysis and optimized linear regression modeling algorithm, to analyze the data uploaded by clients. And in order to reduce the burden of the server and embellish the user interface, ExtJS and FusionCharts are selected as the main front-end technology.
Keywords :
correlation theory; mainframes; mathematical analysis; multiprocessing systems; performance evaluation; regression analysis; ExtJS; FusionCharts; correlation analysis; main front-end technology; mainframe CPU capacity prediction system; mainframe performance analysis system; mathematical modeling; optimized linear regression modeling algorithm; user interface; Algorithm design and analysis; Analytical models; Correlation; Data models; Mathematical model; Predictive models; XML; ExtJS; capacity prediciton; correlation analysis; linear regression;
Conference_Titel :
Service Systems and Service Management (ICSSSM), 2012 9th International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4577-2024-6
DOI :
10.1109/ICSSSM.2012.6252295
