TunaOil: A Tuning Algorithm Strategy for Reservoir Simulation Workloads.
Felipe Albuquerque PortellaDavid Buchaca PratsJosé Roberto Pereira RodriguesJosep Lluís BerralPublished in: CoRR (2022)
Keyphrases
- dynamic programming
- segmentation algorithm
- detection algorithm
- selection algorithm
- cost function
- improved algorithm
- np hard
- preprocessing
- parameter tuning
- times faster
- k means
- computational complexity
- search strategy
- optimal solution
- experimental evaluation
- matching algorithm
- high accuracy
- parameter settings
- learning algorithm
- theoretical analysis
- worst case
- mathematical model
- optimization algorithm
- objective function
- optimal strategy
- simulation model
- recognition algorithm
- computationally efficient
- estimation algorithm
- convergence rate
- simulation study
- monte carlo
- tree structure
- expectation maximization
- particle swarm optimization
- linear programming
- computational cost
- significant improvement
- search algorithm
- similarity measure
- database systems