Bliss: auto-tuning complex applications using a pool of diverse lightweight learning models.
Rohan Basu RoyTirthak PatelVijay GadepallyDevesh TiwariPublished in: PLDI (2021)
Keyphrases
- lightweight
- learning models
- machine learning
- loss function
- machine learning algorithms
- semi supervised learning
- communication infrastructure
- learning tasks
- conditional random fields
- learning algorithm
- learning problems
- decision trees
- classification models
- dos attacks
- wireless sensor networks
- higher order
- high dimensional
- information retrieval
- object recognition
- image segmentation
- real world
- authentication protocol
- development environments
- genetic algorithm