IP flow-based variable sampling method for network traffic measurement
Changxing Pei · Journal of Xidian University · 2008
The random packet sampling method is usually employed by traffic sampling measurement.But the accuracy of anomaly detection is affected by the fact that it biases a large IP flow.Based on the IP flow arrival process,a variable sampling method is proposed.According to the attribute of the IP flow,the incoming packets are classified by their flow identifiers and sampling rates are set by their positions in the IP flow.Experimental results show that sampled traffic data improve the accuracy of anomaly detection because the variable sampling method increases the sampling rate of packets in a small IP flow.