Efficient deep-reinforcement learning aware resource allocation in SDN-enabled fog paradigm.
Abdullah LakhanMazin Abed MohammedOmar Ibrahim ObaidChinmay ChakrabortyKarrar Hameed AbdulkareemSeifedine KadryPublished in: Autom. Softw. Eng. (2022)
Keyphrases
- resource allocation
- reinforcement learning
- optimal resource allocation
- resource management
- resource allocation problems
- resource allocation decisions
- resource usage
- scarce resources
- distributed resource allocation
- function approximation
- allocation strategies
- job scheduling
- dynamic resource allocation
- markov decision processes
- allocation problems
- resource availability
- learning algorithm
- combinatorial auctions
- market equilibrium
- response time
- resource allocation and scheduling