Towards Machine Learning-Based Auto-tuning of MapReduce.
Nezih YigitbasiTheodore L. WillkeGuangdeng LiaoDick H. J. EpemaPublished in: MASCOTS (2013)
Keyphrases
- machine learning
- machine learning methods
- data mining
- artificial intelligence
- pattern recognition
- machine learning algorithms
- learning tasks
- decision trees
- text classification
- natural language processing
- machine learning approaches
- parameter tuning
- inductive learning
- machine learning and data mining
- explanation based learning
- knowledge acquisition
- data partitioning
- fine tuned
- rule selection
- cloud computing
- support vector machine
- computer science
- learning algorithm
- learning systems
- real time
- information extraction
- distributed computing
- knowledge representation
- parallel computing
- active learning
- fine tuning
- neural network
- data sets