Deep-learning Based Auction Resource Allocation in Coded Computation Offloading for Internet-of-Things.
Jer Shyuan NgWei Yang Bryan LimZehui XiongSahil GargDusit NiyatoCyril LeungPublished in: ICC Workshops (2021)
Keyphrases
- resource allocation
- deep learning
- combinatorial auctions
- resource allocation and scheduling
- bidding strategies
- unsupervised learning
- unsupervised feature learning
- resource allocation problems
- machine learning
- sealed bid auctions
- game theory
- mental models
- optimal resource allocation
- strategy proof
- online auctions
- weakly supervised
- resource allocation decisions
- allocation problems
- computer vision
- scarce resources
- multi unit
- mechanism design
- auction mechanisms
- trading agents
- feature space
- pairwise
- approximation algorithms