Mitigating Edge Machine Learning Inference Bottlenecks: An Empirical Study on Accelerating Google Edge Models.
Amirali BoroumandSaugata GhoseBerkin AkinRavi NarayanaswamiGeraldo F. OliveiraXiaoyu MaEric ShiuOnur MutluPublished in: CoRR (2021)
Keyphrases
- machine learning
- probabilistic model
- edge information
- search engine
- machine learning methods
- machine learning algorithms
- random fields
- edge detector
- structured prediction
- probabilistic inference
- edge detection
- model selection
- complex systems
- pattern recognition
- computational models
- text mining
- knowledge representation
- experimental data
- statistical models
- social media
- image segmentation
- decision trees
- artificial intelligence
- machine learning approaches
- edge map
- dynamic bayesian networks
- information retrieval