Accurate runtime selection of optimal MPI collective algorithms using analytical performance modelling.
Emin NuriyevAlexey L. LastovetskyPublished in: CoRR (2020)
Keyphrases
- computationally efficient
- worst case
- orders of magnitude
- learning algorithm
- general purpose
- computational cost
- convergence rate
- combinatorial optimization
- computational efficiency
- parallel architectures
- significant improvement
- computational complexity
- parallel programming
- optimal selection
- approximately optimal
- shared memory
- machine learning algorithms
- recently developed
- neural network
- dynamic programming
- search space
- data mining