Title :
Bottleneck analysis for data acquisition in high-speed network traffic monitoring
Author :
Jiang Wei ; Tian Zhihong ; Cai Chao ; Gong Bei
Author_Institution :
Coll. of Comput. Sci., Beijing Univ. of Technol., Beijing, China
Abstract :
The increasing network throughput challenges the current network traffic monitor systems to have compatible high-performance data processing. The design of packet processing systems is guided by the requirements of high packet processing throughput. In this paper, we depict an in-depth research on the related techniques and an implementation of a high-performance data acquisition mechanism. Through the bottleneck analysis with the aid of queuing network model, several performance optimising methods, such as service rate increasing, queue removing and model simplification, are integrated. The experiment results indicate that this approach is capable of reducing the CPU utilization ratio while improving the efficiency of data acquisition in high-speed networks.
Keywords :
Internet; data acquisition; queueing theory; telecommunication traffic; CPU utilization ratio; Internet; bottleneck analysis; high-performance data acquisition mechanism; high-performance data processing; high-speed network traffic monitoring system; packet processing system design; performance optimising methods; queuing network model; service rate; Analytical models; Data acquisition; Data models; Monitoring; Telecommunication traffic; Throughput; bottleneck analysis; data acquisition; queuing theory; semi-polling;
Journal_Title :
Communications, China
DOI :
10.1109/CC.2014.6821313