Abstract: This paper proposes a resource allocation algorithm based on spectrum state awareness in an "IP + Optical" Networks. Simulation results show that the algorithm exhibits superior performance ...

Abstract: Graph Neural Networks (GNNs) are inherently capable of modeling interactions dependent on network topology and generalizing to various network sizes through shared layer parameters.

Investopedia contributors come from a range of backgrounds, and over 25 years there have been thousands of expert writers and editors who have contributed. Erika Rasure is globally-recognized as a ...