Optimization Algorithms for Exploiting the Parallelism-Communication Tradeoff in Pipelined Parallelism.
Waqar HasanRajeev MotwaniPublished in: VLDB (1994)
Keyphrases
- optimization problems
- optimization methods
- computational complexity
- discrete optimization
- times faster
- data flow
- parallel processing
- orders of magnitude
- computationally efficient
- combinatorial optimization
- trade off
- parallel execution
- benchmark datasets
- learning algorithm
- communication networks
- computational cost
- significant improvement
- stochastic search
- machine learning algorithms
- theoretical analysis
- communication systems
- massively parallel
- parallel architectures