A Combined Analytical Modeling Machine Learning Approach for Performance Prediction of MapReduce Jobs in Cloud Environment.
Ehsan AtaieEugenio GiannitiDanilo ArdagnaAli MovagharPublished in: SYNASC (2016)
Keyphrases
- machine learning
- prediction accuracy
- pattern recognition
- data mining
- prediction model
- computer vision
- prediction error
- explanation based learning
- machine learning algorithms
- processing times
- prediction algorithm
- learning algorithm
- predictive modeling
- inductive learning
- inductive logic programming
- parallel processing
- knowledge acquisition
- computational intelligence
- natural language processing
- artificial intelligence
- decision trees
- supervised learning
- knowledge representation
- text classification
- active learning
- single machine scheduling problem
- genetic algorithm
- machine learning approaches
- computational biology
- distributed computing
- optimal solution
- computer science
- support vector machine
- learning problems
- machine learning methods
- cloud computing
- data sets