An Auction-Based Bid Prediction Mechanism for Fog-Cloud Offloading Using Q-Learning.
Reza BesharatiMohammad Hossein RezvaniMohammad Mehdi Gilanian SadeghiPublished in: Complex. (2023)
Keyphrases
- sealed bid
- sponsored search auctions
- auction protocol
- auction mechanisms
- bidding strategies
- mechanism design
- prediction accuracy
- cooperative
- prediction model
- learning algorithm
- single image
- reinforcement learning
- cloud computing
- reverse auction
- function approximation
- multi agent
- multi unit
- budget constraints
- machine learning
- prediction error
- incentive compatibility
- social welfare
- learning rate
- reinforcement learning algorithms
- weather conditions
- state space
- special case
- resource allocation
- model free
- combinatorial auctions
- data center