SLAQ: Quality-Driven Scheduling for Distributed Machine Learning.
Haoyu ZhangLogan StafmanAndrew OrMichael J. FreedmanPublished in: CoRR (2018)
Keyphrases
- machine learning
- scheduling problem
- meeting scheduling
- high quality
- dynamic scheduling
- computational grids
- machine learning methods
- multi agent
- pattern recognition
- computer science
- scheduling algorithm
- distributed systems
- higher quality
- supervised learning
- distributed data
- distributed database systems
- machine learning algorithms
- quality assessment
- mobile agents
- distributed environment
- inductive learning
- data quality
- resource constraints
- learning systems
- inductive logic programming
- computer networks
- data sets
- data driven
- text mining
- data analysis
- natural language
- reinforcement learning
- computer vision
- neural network