Application of a Long Short Term Memory neural predictor with asymmetric loss function for the resource allocation in NFV network architectures.
Vincenzo EramoFrancesco Giacinto LavaccaTiziana CatenaPaul Jaime Perez SalazarPublished in: Comput. Networks (2021)
Keyphrases
- resource allocation
- loss function
- resource allocation problems
- resource management
- neural network
- pairwise
- logistic regression
- allocation problems
- scarce resources
- learning to rank
- optimal resource allocation
- risk minimization
- solution path
- empirical risk
- fuzzy logic
- allocation strategies
- resource availability
- dynamic resource allocation
- resource allocation decisions
- convex loss functions
- distributed resource allocation
- resource allocation and scheduling