The application of machine learning touches all activities of human behavior such as computer network and routing packets in LAN. In the field of our research here, emphasis was placed on extracting weights that would affect the speed of the network's response and finding the best path, such as the number of nodes in the path and the congestion on each path, in addition to the cache used for each node. Therefore, the use of these elements in building the neural network is worthy, as is the exploitation of the feed forwarding and the backpropagation in the neural network in order to reach the best prediction for the best path. The goal of the proposed neural network is to minimize the network time delay within the optimization of the packet ...
Three classes of routing problems, namely, minimum delay routing (MDR), virtual path topology optimi...
Packet routing problem most commonly emerges in the context of computer networks, thus the majority ...
Abstract: Source routing of packets in the Internet requires that a path be selected in advance and ...
This paper presents the capability of the neural networks as a computational tool for solving constr...
Neural networks have shown promise as new computation tools for solving constrained optimization pro...
Purpose. The classic algorithms for finding the shortest path on the graph that underlie existing ro...
The final publication is available at ACM via http://dx.doi.org/10.1145/3229607.3229613Recent trends...
Most of the present communication networks count on having an end-to-end association between the sen...
The Random Neural Network (RNN) has been used in a wide variety of applications, including image com...
The Internet itself is a worldwide network connecting millions of computers and less significant net...
The dynamic-routing problem in a packet-switching telecommunication network is addressed by a recedi...
Vita.Much research has been devoted to developing efficient routing algorithms for data networks, pa...
This paper presents a Hopfield neural network that solves the routing problem in a communication net...
This paper presents a Hopfield neural network that solves the routing problem in a communication net...
As the Internet expands significantly in number of users, servers, routers and other networking prod...
Three classes of routing problems, namely, minimum delay routing (MDR), virtual path topology optimi...
Packet routing problem most commonly emerges in the context of computer networks, thus the majority ...
Abstract: Source routing of packets in the Internet requires that a path be selected in advance and ...
This paper presents the capability of the neural networks as a computational tool for solving constr...
Neural networks have shown promise as new computation tools for solving constrained optimization pro...
Purpose. The classic algorithms for finding the shortest path on the graph that underlie existing ro...
The final publication is available at ACM via http://dx.doi.org/10.1145/3229607.3229613Recent trends...
Most of the present communication networks count on having an end-to-end association between the sen...
The Random Neural Network (RNN) has been used in a wide variety of applications, including image com...
The Internet itself is a worldwide network connecting millions of computers and less significant net...
The dynamic-routing problem in a packet-switching telecommunication network is addressed by a recedi...
Vita.Much research has been devoted to developing efficient routing algorithms for data networks, pa...
This paper presents a Hopfield neural network that solves the routing problem in a communication net...
This paper presents a Hopfield neural network that solves the routing problem in a communication net...
As the Internet expands significantly in number of users, servers, routers and other networking prod...
Three classes of routing problems, namely, minimum delay routing (MDR), virtual path topology optimi...
Packet routing problem most commonly emerges in the context of computer networks, thus the majority ...
Abstract: Source routing of packets in the Internet requires that a path be selected in advance and ...