Routing and Spectrum Assignment in Elastic Optical Networks through a Hybrid Approach based on K-Shortest Paths and Q-Learning.
Ivan I. Ríos-VillalbaSantiago ArceLuis Ayala AlbertiniDiego P. Pinto-RoaPublished in: LA-CCI (2023)
Keyphrases
- optical networks
- wavelength division multiplexing
- link failure
- service differentiation
- reinforcement learning
- wdm networks
- cooperative
- multi agent
- routing and wavelength assignment
- state space
- routing protocol
- network topology
- routing algorithm
- learning algorithm
- routing problem
- wireless networks
- shortest path
- artificial intelligence
- ad hoc networks
- mobile ad hoc networks
- end to end
- dynamic reconfiguration
- open source
- wireless sensor networks
- web services
- real time