Experience Paper: Towards enhancing cost efficiency in serverless machine learning training.
Marc Sánchez ArtigasPablo Gimeno SarrocaPublished in: Middleware (2021)
Keyphrases
- machine learning
- cost reduction
- supervised learning
- cost savings
- machine learning algorithms
- data mining
- cost effectiveness
- artificial intelligence
- knowledge acquisition
- training set
- decision trees
- computer vision
- information extraction
- computational intelligence
- feature selection
- cost sensitive
- pattern recognition
- user experience
- training phase
- explanation based learning
- high cost
- active learning
- machine learning methods
- support vector machine
- expected cost
- cost sensitive learning
- computer software
- learning problems
- machine learning approaches
- high efficiency
- inductive learning
- learning tasks
- semi supervised learning
- computational complexity
- online learning
- text classification
- hidden markov models