Ultra-fast Machine Learning Classifier Execution on IoT Devices without SRAM Consumption.
Bharath SudharsanPankesh PatelJohn G. BreslinMuhammad Intizar AliPublished in: PerCom Workshops (2021)
Keyphrases
- machine learning
- decision trees
- feature selection
- learning algorithm
- support vector machine
- learning classifier systems
- power consumption
- svm classifier
- data mining
- supervised classification
- training data
- support vector
- machine learning methods
- multiple classifier systems
- learning problems
- data analysis
- information extraction
- resource consumption
- embedded systems
- machine learning algorithms
- data transmission
- big data
- text classification
- cost sensitive learning
- text mining
- management system
- mobile devices
- training set
- feature space
- pattern recognition
- roc curve
- random access memory
- smart objects
- inductive logic programming
- classification method
- class labels
- training samples
- cloud computing
- model selection
- feature set
- supervised learning
- knowledge discovery
- feature vectors
- computer vision