Batch: machine learning inference serving on serverless platforms with adaptive batching.
Ahsan AliRiccardo PinciroliFeng YanEvgenia SmirniPublished in: SC (2020)
Keyphrases
- machine learning
- batch processing
- computer vision
- pattern recognition
- computational intelligence
- probabilistic inference
- decision trees
- inductive learning
- machine learning methods
- natural language processing
- single machine
- support vector machine
- learning algorithm
- scheduling problem
- knowledge discovery
- machine learning algorithms
- learning problems
- dynamic bayesian networks
- inference mechanism
- data sets
- text mining
- knowledge representation
- text classification
- transfer learning
- active learning
- lower bound
- natural language
- neural network