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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...
Application traffic identification is important for the effective management of network resources. The header-based identification method uses the header signatures: the 3-tuple {IP address, port number, transport layer protocol (TCP/UDP)} of packet header which representing a dedicated or temporal Internet application server to overcome the limitations of other methods, such as processing overhead,...
The increase in Smart-phone users and expansion of market value creates traffic complexity and causes network saturation. Network technology lags development compared to the growth of traditional internet applications and Smart-phone based applications. Thus, the need for interest in network traffic monitoring increase. Traffic monitoring becomes an important element in the management of stable, efficient...
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