Applied Learning Networks (ALN)

Abstract : Applied Learning Networks (ALN) demonstrates that a network protocol can learn to improve its performance over time, showing how to incorporate learning methods into a general class of network protocols. ALN applies accumulated experience with previous network connections to help tune future network connections. ALN provides demonstration of non-trivial learning in complex communication protocols. It also provides proof that learning results in task specific performance enhancements.