DeepPerf: performance prediction for configurable software with deep sparse neural network.
Huong HaHongyu ZhangPublished in: ICSE (2019)
Keyphrases
- neural network
- prediction model
- prediction accuracy
- software systems
- software development
- artificial neural networks
- back propagation
- software tools
- neural network ensemble
- software design
- network model
- chaotic time series
- recurrent neural networks
- multi layer perceptron
- neural network model
- software architecture
- user interface
- predictive model
- pattern recognition
- high dimensional
- fuzzy logic
- elman network
- prediction error
- software package
- software projects
- feed forward
- feature selection
- information systems
- genetic algorithm
- bp neural network
- self organizing maps
- sparse representation
- sparse data
- knn
- feed forward neural networks
- deep learning
- prediction algorithm
- hardware design
- neural network is trained