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: SC (2014)
Keyphrases
- big data
- neural network training
- massively parallel
- floating point
- neural network
- cloud computing
- data management
- blue gene
- training algorithm
- data analysis
- unstructured data
- speculative execution
- business intelligence
- social media
- big data analytics
- data processing
- parallel computing
- transactional memory
- parallel processing
- optimization method
- parallel programming
- data sets
- databases
- commodity hardware
- knowledge discovery
- parallel computation
- general purpose
- fine grained
- data warehousing
- database
- distributed memory
- back propagation
- map reduce
- high end
- energy efficiency
- database systems
- genetic algorithm