EdgeAdaptor: Online Configuration Adaption, Model Selection and Resource Provisioning for Edge DNN Inference Serving at Scale.
Kongyange ZhaoZhi ZhouXu ChenRuiting ZhouXiaoxi ZhangShuai YuDi WuPublished in: IEEE Trans. Mob. Comput. (2023)
Keyphrases
- model selection
- statistical inference
- cross validation
- hyperparameters
- bayesian model selection
- bayesian learning
- parameter estimation
- regression model
- sample size
- selection criterion
- meta learning
- bayesian inference
- mixture model
- error estimation
- motion segmentation
- statistical learning
- probabilistic inference
- model selection criteria
- bayesian information criterion
- marginal likelihood
- variational bayes
- parameter determination
- gaussian process
- generalization error
- machine learning
- automatic model selection
- bayesian networks
- leave one out cross validation
- generalization bounds
- markov chain monte carlo
- belief networks