Title :
Association pattern recognization by simulation between performance and faults in MAN
Author :
Jin, Fengxin ; Zhang, Bin ; Li, Guohui ; Zhou, Jin
Author_Institution :
Pattern Recognition & Intell. Syst. Lab., Beijing Univ. of Posts & Telecommun., Beijing, China
Abstract :
At present, network services have covered complex applications and value-added services, and service providers also need to consider service quality for customers´ satisfaction. The equipment performance and faults directly affect the quality of service. Therefore, analyzing the relationship of service performance (the traffic distribution, transmission delay etc.), the network performance and faults based on some typical applications is of great significance. This paper builds typical MAN (metropolitan area network) topologies and fault scenarios which carrying VoIP application. Through simulation, performance data collection and mining, the association between network performance and faults will be found as the important foundation of association recognition between network faults and service quality.
Keywords :
Internet telephony; data mining; fault tolerant computing; metropolitan area networks; pattern recognition; MAN faults; MAN performance; VoIP application; association pattern; data mining; metropolitan area network; network services; pattern recognization; performance data collection; Fault detection; Intelligent networks; Intelligent robots; Large-scale systems; Monitoring; Pattern recognition; Performance analysis; Robotics and automation; Telecommunication traffic; Traffic control; MAN; OPNET simulation; association; network faults; network performance;
Conference_Titel :
Informatics in Control, Automation and Robotics (CAR), 2010 2nd International Asia Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-5192-0
Electronic_ISBN :
1948-3414
DOI :
10.1109/CAR.2010.5456626