PRETZEL: Opening the Black Box of Machine Learning Prediction Serving Systems.
Yunseong LeeAlberto ScolariByung-Gon ChunMarco Domenico SantambrogioMarkus WeimerMatteo InterlandiPublished in: OSDI (2018)
Keyphrases
- black box
- black boxes
- machine learning
- hybrid systems
- white box
- intelligent systems
- prediction accuracy
- learning algorithm
- expert systems
- machine learning methods
- learning systems
- neural network
- artificial intelligence
- test cases
- error rate
- distributed systems
- machine learning algorithms
- information extraction
- computer systems
- database systems
- inductive learning
- state transition
- open source
- integration testing
- natural language processing