Optimal Flow Admission Control in Edge Computing via Safe Reinforcement Learning.
Andrea FoxFrancesco De PellegriniFrancescomaria FaticantiEitan AltmanFrancesco BronzinoPublished in: CoRR (2024)
Keyphrases
- admission control
- control policy
- reinforcement learning
- end to end
- atm networks
- differentiated services
- quality of service
- optimal control
- dynamic programming
- long run
- markov decision processes
- service differentiation
- resource management
- production system
- web server
- learning algorithm
- intelligent systems
- web search
- website
- optimal policy
- response time
- average cost
- resource consumption
- state space
- end users
- expert systems
- multi agent systems
- optimal pricing