Lazy Batching: An SLA-aware Batching System for Cloud Machine Learning Inference.
Yujeong ChoiYunseong KimMinsoo RhuPublished in: HPCA (2021)
Keyphrases
- machine learning
- cloud computing
- single machine
- scheduling problem
- release dates
- batch processing
- learning algorithm
- machine learning methods
- bayesian networks
- precedence constraints
- natural language processing
- machine learning approaches
- inductive learning
- quality of service
- machine learning algorithms
- flowshop
- knowledge acquisition
- computational intelligence
- text mining
- supervised learning
- setup times
- service level agreements
- scheduling jobs
- real time
- probabilistic inference
- multiply sectioned bayesian networks
- data center
- learning systems
- graphical models
- knowledge discovery
- active learning
- expert systems
- computer vision
- artificial intelligence
- data mining
- neural network