ULTRA: Machine Learning Optimized TRA For Enhanced Resource Allocation in MCF-based SDM-EONs.
Shrinivas PetaleEgemen ErbayatSuresh SubramaniamPublished in: ANTS (2023)
Keyphrases
- resource allocation
- machine learning
- resource allocation problems
- resource management
- optimal resource allocation
- game theory
- resource requirements
- allocation problems
- knowledge acquisition
- allocation strategies
- learning algorithm
- resource allocation decisions
- allocate resources
- resource availability
- scarce resources
- resource usage
- reinforcement learning
- market equilibrium
- job scheduling
- social welfare
- dynamic environments
- distributed resource allocation