Parallel Deep Neural Network Training for Big Data on Blue Gene/Q.
I-Hsin ChungTara N. SainathBhuvana RamabhadranMichael PichenyJohn A. GunnelsVernon AustelUpendra V. ChaudhariBrian KingsburyPublished in: IEEE Trans. Parallel Distributed Syst. (2017)
Keyphrases
- big data
- neural network training
- massively parallel
- floating point
- blue gene
- neural network
- cloud computing
- training algorithm
- social media
- big data analytics
- data analysis
- data management
- data processing
- transactional memory
- optimization method
- commodity hardware
- parallel implementation
- parallel programming
- unstructured data
- speculative execution
- knowledge discovery
- parallel computing
- shared memory
- data warehousing
- fine grained
- business intelligence
- genetic algorithm
- artificial intelligence
- data analytics
- graphics processing units
- high end
- parallel architectures
- information processing
- end users
- artificial neural networks
- case study
- decision making
- parallel processing