Engineering a QoS Provider Mechanism for Edge Computing with Deep Reinforcement Learning.
Francisco CarpioAdmela JukanRomán SosaAna Juan FerrerPublished in: CoRR (2019)
Keyphrases
- reinforcement learning
- quality of service
- function approximation
- web services
- engineering design
- resource reservation
- ad hoc networks
- learning algorithm
- computer science
- markov decision processes
- web service selection
- engineering problems
- edge information
- resource management
- edge detector
- optimal policy
- edge detection
- artificial intelligence
- machine learning
- real time
- design process
- supervised learning
- dynamic programming
- learning mechanism
- real robot
- control policy
- admission control
- wireless sensor networks
- service level agreements