We describe steps required for realizing QoS for the metro Ethernet services, including classification of Customer-VLAN (C-VLAN) traffic, relevant traffic contract specifications per C-VLAN at the User to Network Interface (UNI), appropriate buffer management and scheduling of the queues at the nodes, and admission control and traffic engineering geared towards multipoint services. General func...

 In this work, we present a traffic classifier based on the theory of multifractal network traffic. We use precisely the concept of multiplicative binomial cascades to get a feature vector to be used in the classification scheme. This vector is obtained by the multiplier variances of the multiplicative cascade traffic view. We analyze the performance of the technique proposed by a popular ML S...

Because of the difficulty of modeling the traffic conditions on a roadway network, little has been achieved to date in area control using dynamic traffic volume. The most commonly practiced method for timing control of area signals that takes into account traffic volume changes is time-interval-dependent control. This type of control strategy assumes that the traffic volume on each roadway of a...

In this paper, Data mining technique is used to present the concept of attack data analysis and traffic classification. Here the system is completely a automated system that contains packet capturing, processing of multiple attack logs, labeling of network traffic based on low level features and applying the classification algorithm to build a traffic classifier which will classify the normal a...

Real time internet traffic classification is imperative for service discrimination, network security and network monitoring. Classification of traffic depends on initial first few network packets of full flows of captured IP traffic. Practically, the real world framework situation expects correct conclusion of classification well before a flow has ended even if the start of the Traffic flow is ...

Network slicing is a promising technique used in the smart delivery of traffic and can satisfy requirements specific applications or systems based on features 5G network. To this end, an appropriate slice needs to be selected for each data flow efficiently transmit different heterogeneous requirements. apply paradigm at radio segment cellular network, paper presents two approaches dynamically c...

The development of mobile computing and the Internet Things (IoT) has led to a surge in traffic volume, which creates heavy burden for efficient network management. management requires high computational overheads make classification, is even worse when edge networks; existing approaches sacrifice efficiency obtain high-precision classification results, are no longer suitable limited resources ...