Title :
Smart packet processor design for the cognitive packet network router
Author :
Kocak, Taskin ; Seeber, Jude
Author_Institution :
Sch. of Electr. Eng. & Comput. Sci., Univ. of Central Florida, Orlando, FL, USA
Abstract :
As the Internet expands significantly in numbers of users, servers, IP addresses, and routers, the IP based network architecture must evolve and change. Recently, cognitive packet networks (CPN) was proposed as an alternative packet network architecture, where there is no routing table, instead, reinforcement learning (random neural networks) is used to route smart packets. CPN routes packets based on QoS, using measurements that are constantly collected by packets and deposited in mailboxes at routers. Previously, CPN has been implemented in a software test-bed. In this paper, we present design approaches for a CPN network processor chip. Particularly, we discuss implementation details for one of the modules in the chip: the smart packet processor, which includes a neural network hardware design.
Keywords :
integrated circuit design; learning (artificial intelligence); logic design; network servers; neural nets; packet switching; quality of service; routing protocols; CPN network processor; IP addresses; IP based network architecture; Internet servers; QoS; cognitive packet network router; random neural networks; reinforcement learning; router mailboxes; routing table; smart packet processor; smart packets; Computer architecture; IP networks; Learning; Network servers; Neural networks; Process design; Routing; Semiconductor device measurement; Software testing; Web server;
Conference_Titel :
Circuits and Systems, 2002. MWSCAS-2002. The 2002 45th Midwest Symposium on
Print_ISBN :
0-7803-7523-8
DOI :
10.1109/MWSCAS.2002.1186911