Performance Modeling and Scalability Optimization of Distributed Deep Learning Systems.
Feng YanOlatunji RuwaseYuxiong HeTrishul M. ChilimbiPublished in: KDD (2015)
Keyphrases
- learning systems
- computer supported
- learning process
- learning materials
- learning environment
- distributed systems
- optimization algorithm
- machine learning
- learning styles
- adaptive systems
- fault tolerance
- optimization problems
- learning resources
- scalable distributed
- high scalability
- fully distributed
- database
- map reduce
- single point of failure
- support systems
- learning processes
- distributed environment
- supervised learning
- data mining