Seamless Optical Path Restoration with Just-in-Time Resource Allocation Leveraging Machine Learning.
Fabien BoitierJelena PesicVincent LemaireEric DutisseuilJose Manuel Estaran TolosaPhilippe JenneveNicolas Le MoingHaïk MardoyanPatricia LayecPublished in: ECOC (2018)
Keyphrases
- resource allocation
- machine learning
- resource management
- atmospheric turbulence
- resource allocation problems
- image restoration
- shortest path
- allocate resources
- game theory
- optimal resource allocation
- resource requirements
- reinforcement learning
- allocation problems
- scarce resources
- dynamic resource allocation
- distributed resource allocation
- resource availability
- learning algorithm
- allocation strategies
- combinatorial auctions
- resource allocation decisions
- trading agents
- learning tasks
- dynamic environments
- decision making