DocumentCode :
3659285
Title :
Efficient payload signature structure for performance improvement of traffic identification
Author :
Woo-Suk Jung;Jun-Sang Park;Myung-Sup Kim;Jae-Hyun Ham
Author_Institution :
Dept. of Computer and Information Science, Korea University, Korea
fYear :
2015
Firstpage :
180
Lastpage :
185
Abstract :
The traffic identification is a preliminary and essential step for stable network service provision and efficient network resource management. While a number of identification methods have been introduced in literature, the payload signature-based identification method shows the highest performance in terms of accuracy, completeness, and practicality. However, the payload signature-based method´s processing speed is much slower than other identification method such as header-based and statistical methods. In this paper, we first classifies signatures by matching type based on range, order, and direction of packet in a flow when each signature matches to payload. By using this classification, we suggest a novel method to improve processing speed of payload signature-based identification by reducing searching space.
Keywords :
"Payloads","Classification algorithms","Algorithm design and analysis","Data mining","Protocols","Accuracy","Acceleration"
Publisher :
ieee
Conference_Titel :
Network Operations and Management Symposium (APNOMS), 2015 17th Asia-Pacific
Type :
conf
DOI :
10.1109/APNOMS.2015.7275423
Filename :
7275423
Link To Document :
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