In-network Aggregation for Shared Machine Learning Clusters.
Nadeen GebaraManya GhobadiPaolo CostaPublished in: MLSys (2021)
Keyphrases
- machine learning
- machine learning algorithms
- learning algorithm
- network management
- data aggregation
- network traffic
- computer networks
- wireless sensor networks
- active learning
- pattern recognition
- clustering algorithm
- communication networks
- network architecture
- machine learning approaches
- cluster analysis
- network structure
- machine learning methods
- text classification
- peer to peer
- computational intelligence
- text mining
- data points
- artificial intelligence
- data mining
- model selection
- data sets
- self organizing maps
- support vector machine
- learning tasks
- high dimensional
- input space
- link prediction
- decision trees
- computer vision