V2N Service Scaling with Deep Reinforcement Learning.
Cyril Shih-Huan HsuJorge Martín-PérezChrysa PapagianniPaola GrossoPublished in: NOMS (2023)
Keyphrases
- reinforcement learning
- function approximation
- web services
- management system
- state space
- processor sharing
- optimal policy
- reinforcement learning algorithms
- service providers
- model free
- machine learning
- service composition
- mobile services
- service oriented architecture
- dynamic programming
- markov decision processes
- supervised learning
- optimal control
- service oriented
- temporal difference
- loosely coupled
- customer service
- policy search
- multi agent