Joint Task Offloading and Resource Allocation for Quality-Aware Edge-Assisted Machine Learning Task Inference.
Wenhao FanZeyu ChenZhibo HaoFan WuYuan'an LiuPublished in: IEEE Trans. Veh. Technol. (2023)
Keyphrases
- resource allocation
- quality aware
- machine learning
- resource management
- resource allocation problems
- optimal resource allocation
- allocation problems
- game theory
- learning algorithm
- scarce resources
- resource requirements
- decision theoretic
- learning tasks
- allocate resources
- knowledge acquisition
- resource allocation decisions
- market equilibrium
- distributed resource allocation
- resource consumption
- allocation strategies
- dynamic resource allocation
- resource allocation and scheduling
- combinatorial auctions
- dynamic environments
- reinforcement learning