Analysis of DAWNBench, a Time-to-Accuracy Machine Learning Performance Benchmark.
Cody ColemanDaniel KangDeepak NarayananLuigi NardiTian ZhaoJian ZhangPeter BailisKunle OlukotunChristopher RéMatei ZahariaPublished in: ACM SIGOPS Oper. Syst. Rev. (2019)
Keyphrases
- machine learning
- data analysis
- computational cost
- data sets
- high accuracy
- learning algorithm
- learning problems
- pattern recognition
- statistical analysis
- natural language processing
- active learning
- quantitative analysis
- classification accuracy
- learning tasks
- learning systems
- inductive learning
- highly accurate
- comparative analysis
- machine learning algorithms
- knowledge representation
- reinforcement learning
- decision trees
- feature selection
- artificial intelligence
- real world
- neural network