Exploiting iterative-ness for parallel ML computations.
Henggang CuiAlexey TumanovJinliang WeiLianghong XuWei DaiJesse Haber-KucharskyQirong HoGregory R. GangerPhillip B. GibbonsGarth A. GibsonEric P. XingPublished in: SoCC (2014)
Keyphrases
- maximum likelihood
- parallel computation
- shared memory
- iterative optimization
- general purpose
- massively parallel
- information systems
- data mining
- parallel processing
- artificial neural networks
- databases
- parallel computing
- computer architecture
- data sets
- distributed memory
- depth first search
- iterative learning
- real time