Intent-Based Allocation of Cloud Computing Resources Using Q-Learning.
Panagiotis C. KokkinosAndreas A. VarvarigosDimitrios KonidarisKonstantinos TserpesPublished in: ALGOCLOUD (2023)
Keyphrases
- computing resources
- cloud computing
- virtual machine
- cloud services
- reinforcement learning
- data center
- multi agent
- geographically distributed
- state space
- function approximation
- cooperative
- reinforcement learning algorithms
- learning rate
- network resources
- distributed computing
- network bandwidth
- high performance computing
- load balance
- service providers
- resource allocation
- optimal policy
- limited resources
- model free
- learning algorithm
- stochastic approximation
- grid computing
- resource management
- data management
- business models
- action selection
- information systems
- database
- multi core processors
- operating system
- markov decision processes