LazyBatching: An SLA-aware Batching System for Cloud Machine Learning Inference.
Yujeong ChoiYunseong KimMinsoo RhuPublished in: CoRR (2020)
Keyphrases
- machine learning
- cloud computing
- service level agreements
- service level
- inductive learning
- explanation based learning
- machine learning algorithms
- pattern recognition
- data mining
- supervised learning
- active learning
- feature selection
- computational intelligence
- inference process
- computer vision
- belief networks
- knowledge acquisition
- model selection
- probabilistic inference
- machine learning methods
- statistical inference
- inductive logic programming
- machine learning approaches
- learning algorithm
- learning tasks
- precedence constraints
- neural network
- single machine
- learning problems
- scheduling problem
- statistical methods
- learning systems
- decision trees
- service providers
- data analysis
- text classification
- information extraction
- support vector machine