TensorHive: Management of Exclusive GPU Access for Distributed Machine Learning Workloads.
Pawel RosciszewskiMichal MartyniakFilip SchodowskiPublished in: J. Mach. Learn. Res. (2021)
Keyphrases
- machine learning
- directory service
- distributed environment
- configuration management
- distributed systems
- data processing
- machine learning algorithms
- management system
- real time
- uniform access
- spatial data infrastructures
- artificial intelligence
- database systems
- cooperative
- machine learning methods
- access control
- data mining
- knowledge management
- natural language processing
- multi agent
- decision making
- computer vision
- feature selection
- exchange information
- random access
- parallel implementation
- decision trees
- mobile agents
- network management
- data transfer
- computer networks
- storage management
- reinforcement learning
- information systems
- peer to peer