An AutoML Based Algorithm for Performance Prediction in HPC Systems.
Amit MankodiAmit BhattBhaskar ChaudhuryPublished in: PDCAT (2022)
Keyphrases
- preprocessing
- prediction algorithm
- learning algorithm
- detection algorithm
- significant improvement
- high accuracy
- dynamic programming
- experimental evaluation
- expectation maximization
- optimization algorithm
- ant colony optimization
- path planning
- times faster
- k means
- recognition algorithm
- improved algorithm
- objective function
- matching algorithm
- theoretical analysis
- particle swarm optimization
- linear programming
- distributed systems
- probabilistic model
- computational complexity
- bayesian networks
- computationally efficient
- simulated annealing
- prediction accuracy
- worst case
- computational cost
- cost function
- convergence rate
- feature selection
- prediction error
- data sets