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Today's network environment is becoming very complicated. Accordingly, traffic classification for network management becomes difficult. For the study of traffic classification, the development of automatic payload signature generation system was carried out very actively. However, the existing automatic payload signature generation system has problems such as semi-automatic system, disposable signature...
Internet traffic classification is an essential step for stable service provision and efficient network management. The payload signature-based-classifier is considered as a reliable method for Internet traffic classification, but is prohibitively and computationally expensive for real-time handling of large amounts of traffic on high-speed network. To solve this problem, most studies focused on the...
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...
Traffic classification is a preliminary and essential step for providing stable network services and efficient network resource management. However, the payload signature-based method has a major drawback when used in high-speed network environment; it has a lower processing speed than other classification methods. This is despite the fact that it has the highest performance in terms of accuracy,...
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