A Cost-based Optimizer for Gradient Descent Optimization.
Zoi KaoudiJorge-Arnulfo Quiané-RuizSaravanan ThirumuruganathanSanjay ChawlaDivy AgrawalPublished in: CoRR (2017)
Keyphrases
- optimization algorithm
- execution plan
- optimization problems
- query optimization
- optimization process
- optimization method
- global optimization
- decision variables
- cost estimation
- cost function
- high cost
- optimization methods
- total cost
- databases
- cost model
- loss function
- expected cost
- query processing
- stochastic gradient descent
- storage cost
- search algorithm
- objective function