Detecting memory leaks through introspective dynamic behavior modelling using machine learning.
Sangho LeeChanghee JungSantosh PandePublished in: ICSE (2014)
Keyphrases
- dynamic behavior
- machine learning
- machine learning methods
- machine learning algorithms
- pattern recognition
- feature selection
- automatic identification
- speed control
- dynamic networks
- computer vision
- active learning
- knowledge acquisition
- memory requirements
- statistical methods
- machine learning approaches
- learning systems
- artificial intelligence
- data mining
- memory usage
- random access
- memory space
- past experience
- information flow
- computational model
- computer science
- cooperative
- reinforcement learning
- inductive logic programming
- inductive learning
- automatic detection
- biological systems
- data sets
- semi supervised learning
- computing power
- support vector
- decision trees
- learning algorithm
- genetic algorithm
- leak detection