Predicting Dynamic Properties of Heap Allocations using Neural Networks Trained on Static Code: An Intellectual Abstract.
Christian NavascaMartin MaasPetros ManiatisHyeontaek LimGuoqing Harry XuPublished in: ISMM (2023)
Keyphrases
- neural network
- dynamic analysis
- multilayer perceptron
- training process
- trained neural networks
- data structure
- desirable properties
- static analysis
- dynamic environments
- neural network model
- fault diagnosis
- dynamic behavior
- multi layer perceptron
- back propagation
- fuzzy logic
- artificial neural networks
- pattern recognition
- case study
- genetic algorithm
- trained neural network
- neural learning
- multilayer neural network
- elman network
- multi layer
- radial basis function
- resource allocation
- self organizing maps
- higher level
- software engineering