Joint DNN Partition Deployment and Resource Allocation for Delay-Sensitive Deep Learning Inference in IoT.
Wenchen HeShaoyong GuoSong GuoXuesong QiuFeng QiPublished in: IEEE Internet Things J. (2020)
Keyphrases
- resource allocation
- deep learning
- unsupervised learning
- resource management
- unsupervised feature learning
- optimal resource allocation
- machine learning
- weakly supervised
- resource allocation problems
- allocation strategies
- management system
- scarce resources
- packet scheduling
- mental models
- distributed resource allocation
- dynamic resource allocation
- allocation problems
- learning strategies
- bayesian networks
- appearance model
- cloud computing
- object recognition
- resource allocation decisions
- computer vision
- learning algorithm