MLLess: Achieving cost efficiency in serverless machine learning training.
Pablo Gimeno SarrocaMarc Sánchez ArtigasPublished in: J. Parallel Distributed Comput. (2024)
Keyphrases
- machine learning
- cost reduction
- supervised learning
- machine learning methods
- pattern recognition
- training set
- training process
- cost sensitive learning
- learning systems
- text mining
- natural language processing
- information extraction
- cost savings
- cost effectiveness
- active learning
- feature selection
- computer vision
- knowledge acquisition
- inductive learning
- learning tasks
- statistical methods
- semi supervised learning
- learning algorithm
- test set
- total cost
- multi class
- support vector machine
- knowledge discovery
- data mining