Cost-efficient edge caching and Q-learning-based service selection policies in MEC.
Menghui WuJingjing GuoChunlin LiYoulong LuoPublished in: Wirel. Networks (2023)
Keyphrases
- cost efficient
- service selection
- optimal policy
- web service selection
- service composition
- service oriented
- quality of service
- qos aware
- service discovery
- reinforcement learning
- web services
- web service composition
- state space
- hierarchical reinforcement learning
- multi agent
- markov decision processes
- edge detection
- learning algorithm
- query processing
- function approximation
- dynamic programming
- reward function
- cooperative
- multiple attribute decision making
- reinforcement learning algorithms
- web services composition
- service systems
- model free
- prefetching
- markov decision process
- partially observable markov decision processes
- action selection
- lightweight