Scaling Out a Combinatorial Algorithm for Discovering Carcinogenic Gene Combinations to Thousands of GPUs.
Sajal DashQais Al-HajriWu-chun FengHarold R. GarnerRamu AnandakrishnanPublished in: IPDPS (2021)
Keyphrases
- experimental evaluation
- dynamic programming
- detection algorithm
- optimization algorithm
- theoretical analysis
- learning algorithm
- optimal solution
- k means
- times faster
- np hard
- cost function
- significant improvement
- high accuracy
- clustering method
- input data
- expectation maximization
- objective function
- probabilistic model
- convergence rate
- matching algorithm
- improved algorithm
- parallel implementation
- linear programming
- data sets
- computational cost
- multi objective
- evolutionary algorithm
- neural network