GAI: A Centralized Tree-Based Scheduler for Machine Learning Workload in Large Shared Clusters.
Ce GaoRui RenHongming CaiPublished in: ICA3PP (2) (2018)
Keyphrases
- machine learning algorithms
- machine learning
- learning algorithm
- machine learning methods
- learning problems
- decision trees
- learning tasks
- response time
- clustering algorithm
- fuzzy clustering
- data mining
- hierarchical clustering
- data sets
- cluster analysis
- pattern recognition
- artificial intelligence
- knowledge discovery
- document clustering
- computational intelligence
- data points
- scheduling policies
- scheduling algorithm
- fuzzy c means
- overlapping clusters
- self organizing maps
- model selection
- text classification
- peer to peer
- natural language processing
- supervised learning
- information extraction
- support vector machine
- active learning
- computer vision
- neural network