Power, Performance and Reliability Evaluation of Multi-thread Machine Learning Inference Models Executing in Multicore Edge Devices.
Geancarlo AbichAnderson Ignacio da SilvaJosé Eduardo ThumsRafael da SilvaAltamiro Amadeu SusinRicardo ReisLuciano OstPublished in: ISVLSI (2023)
Keyphrases
- machine learning
- machine learning algorithms
- model selection
- decision trees
- prior knowledge
- data mining
- complex systems
- statistical models
- machine learning methods
- mobile devices
- probabilistic model
- edge detection
- knowledge base
- learning models
- random fields
- structured prediction
- dynamic bayesian networks
- machine learning approaches
- bayesian inference
- edge detector
- power consumption
- knowledge acquisition
- support vector machine
- data analysis
- pattern recognition