DMS: Dynamic Model Scaling for Quality-Aware Deep Learning Inference in Mobile and Embedded Devices.
Woochul KangDaeyeon KimJunyoung ParkPublished in: IEEE Access (2019)
Keyphrases
- dynamic model
- deep learning
- embedded devices
- quality aware
- mobile devices
- mobile commerce
- experimental data
- unsupervised learning
- embedded systems
- mobile learning
- mobile phone
- machine learning
- context aware
- mental models
- mobile applications
- weakly supervised
- electronic commerce
- bayesian networks
- limited memory
- mobile services
- mobile technologies
- data storage
- probabilistic inference
- belief networks
- mobile users
- security protocols
- markov random field
- low cost
- database systems