Network Resource Allocation via Stochastic Subgradient Descent: Convergence Rate.
Amrit Singh BediKetan RajawatPublished in: IEEE Trans. Commun. (2018)
Keyphrases
- resource allocation
- convergence rate
- optimal resource allocation
- flow network
- wavelet neural network
- resource allocation problems
- convergence speed
- step size
- resource management
- learning rate
- game theory
- scarce resources
- allocation problems
- numerical stability
- peer to peer
- dynamic resource allocation
- global convergence
- gradient method
- distributed resource allocation
- allocate resources
- resource allocation decisions
- allocation strategies
- grid environment
- combinatorial auctions
- particle swarm optimization
- resource availability
- data transfer
- wireless sensor networks
- faster convergence rate
- cost function
- genetic algorithm