DocumentCode :
503889
Title :
The Relationship Research between Usage of Resource and Performance of Computer System
Author :
Rui, Shi ; Jing, You ; Yuqiang, Sun ; Hongyuan, Wang
Author_Institution :
Sch. of Inf. Sci. & Eng., Jiangsu Polytech. Univ., Changzhou, China
Volume :
3
fYear :
2009
fDate :
19-21 May 2009
Firstpage :
451
Lastpage :
455
Abstract :
The performance degradation of computing system usually companies with the usage of system resources. If we can find the system resources which are easy to be worn down, and then monitor these resources, it will help us to forecast the possible failure of the system and to keep the high performance. In order to find the relationship between resource and performance, the performance degradation of computing systems is simulated, and parameters about performance and resources of the system are collected during degradation. Using wavelet technique, the noise data are removed from various kinds of system resources data. And the degradation rule of performance and the usage rule of system resources are analyzed, and then the mathematical models are established. The results demonstrate that the system performance is always degrading with the usage of system resources.
Keywords :
digital simulation; resource allocation; software performance evaluation; system monitoring; system recovery; wavelet transforms; computing system performance degradation simulation; computing system resource usage rule; mathematical model; noise data removal; resource monitoring tool; system failure forecasting; wavelet technique; Aging; Condition monitoring; Degradation; Delay; Linear regression; Linux; Network servers; Performance analysis; System performance; Web server; performance degradation; state-space model; usage of resource; wavelet denoise;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Software Engineering, 2009. WCSE '09. WRI World Congress on
Conference_Location :
Xiamen
Print_ISBN :
978-0-7695-3570-8
Type :
conf
DOI :
10.1109/WCSE.2009.169
Filename :
5319449
Link To Document :
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