… Each tree is generated by iteratively splitting the nodes based on m variables randomly … to
split the nodes. After the forest is constructed, the proximity of each pair of nodes is calculated …

… This is fulfilled by applying QoS, which ensures a higher priority to the real-time applications'
traffic to be processed by the different network nodes. Various countries' regulations prohibit …

… In this section, a novel methodology is presented, which converts network traffic classification
into node behaviour classification. In Section 3.1, the problems to be addressed and the …

… network traffic classification that overcomes the above shortcomings by learning the application
signatures on the network … We can see that the starting node in the PTA has two outgoing …

… The second one delves into the need to offer an equitable distribution of network resources
among all traffic generating nodes [29]. In this work, a new congestion control mechanism …

… -based classification of six different types of Internet traffic including peer-to-peer (P2P) and
content delivery (Akamai) traffic. The dependency of the traffic classification performance on …

… identify which network node is busy, and the node is reallocated through this result automatically
as the pending requests are detected and make data transfer through another node to …

… architecture, representing the direction of the future network evolution. Accurate traffic
classification over SDN is of fundamental importance to numerous other network activities, from …

… in which each internal node represents a "check" of particular conditions on an attribute,
each branch represents the check outcome, and each leaf node represents a class label. …

… Each node vi in the … n nodes, and each node in the graph belongs to a specific class.
According to the adjacency matrix and the nodes of known class, then the class to which the node …