Add to ORKGThis paper discusses a novel packet computer network architecture, a Cognitive Packet Network (CPN) ; in which intelligent capabilities for routing and flow control are moved towards the packets, rather than being concentrated in the nodes. The routing algorithm in CPN uses reinforcement learning based on the Random Neural Network. We outline the design of CPN and show how it incorporates packet loss and delay directly into user Quality of Service (QoS) criteria, and use these criteria to conduct routing. We then present our experimental test-bed and report on extensive measurement experiments. These experiments include measurements of the network under link and node failures. They illustrate the manner in which neural network based CPN ca...
We present experimental results on an autonomic network test-bed, the cognitive packet network (CPN)...
The Random Neural Network (RNN) is a recurrent neural network in which neurons interact with each ot...
As the size of the Internet grows by orders of magnitude both in terms of users, number of IP addres...
We discuss a packet network architecture called a cognitive packet network (CPN), in which intellige...
We discuss a packet network architecture called a cognitive packet network (CPN), in which intellige...
Recently, Cognitive Packet Networks (CPN) is proposed as an alternative to the IP based network arch...
The Random Neural Network (RNN) has been used in a wide variety of applications, including image com...
As the Internet expands significantly in number of users, servers, routers and other networking prod...
As the Internet expands significantly in numbers of users, servers, IP addresses, and routers, the I...
Current and future multimedia networks require connections under specific quality of service (QoS) c...
The need for network stability and reliability has led to the growth of autonomic networks that can ...
Random neural network (RNN) is an analytically tractable spiked neural network model that has been i...
Random neural network (RNN) is an analytically tractable spiked neural network model that has been i...
We present an autonomous adaptive quality of service (QoS) driven network system called a cognitive...
We present an autonomous adaptive quality of service (QoS) driven network system called a Cognitive...
We present experimental results on an autonomic network test-bed, the cognitive packet network (CPN)...
The Random Neural Network (RNN) is a recurrent neural network in which neurons interact with each ot...
As the size of the Internet grows by orders of magnitude both in terms of users, number of IP addres...
We discuss a packet network architecture called a cognitive packet network (CPN), in which intellige...
We discuss a packet network architecture called a cognitive packet network (CPN), in which intellige...
Recently, Cognitive Packet Networks (CPN) is proposed as an alternative to the IP based network arch...
The Random Neural Network (RNN) has been used in a wide variety of applications, including image com...
As the Internet expands significantly in number of users, servers, routers and other networking prod...
As the Internet expands significantly in numbers of users, servers, IP addresses, and routers, the I...
Current and future multimedia networks require connections under specific quality of service (QoS) c...
The need for network stability and reliability has led to the growth of autonomic networks that can ...
Random neural network (RNN) is an analytically tractable spiked neural network model that has been i...
Random neural network (RNN) is an analytically tractable spiked neural network model that has been i...
We present an autonomous adaptive quality of service (QoS) driven network system called a cognitive...
We present an autonomous adaptive quality of service (QoS) driven network system called a Cognitive...
We present experimental results on an autonomic network test-bed, the cognitive packet network (CPN)...
The Random Neural Network (RNN) is a recurrent neural network in which neurons interact with each ot...
As the size of the Internet grows by orders of magnitude both in terms of users, number of IP addres...