Layrub: layer-centric GPU memory reuse and data migration in extreme-scale deep learning systems.
Bo LiuWenbin JiangHai JinXuanhua ShiYang MaPublished in: PPOPP (2018)
Keyphrases
- learning systems
- data migration
- databases
- learning resources
- computer supported
- load balancing
- learning process
- distributed database systems
- machine learning
- learning materials
- virtual memory
- learning environment
- learning objects
- adaptive systems
- learning styles
- database
- technology enhanced learning systems
- learning algorithm
- distributed databases
- b tree
- main memory
- metadata
- collective learning
- database systems
- statistical machine learning
- data structure