A Hadoop MapReduce Performance Prediction Method.
Ge SongZide MengFabrice HuetFrédéric MagoulèsLei YuXuelian LinPublished in: HPCC/EUC (2013)
Keyphrases
- high accuracy
- significant improvement
- preprocessing
- experimental evaluation
- prior knowledge
- real world
- neural network
- computational cost
- detection method
- support vector machine
- clustering method
- support vector machine svm
- prediction error
- high precision
- synthetic data
- cloud computing
- distributed systems
- probabilistic model
- pairwise
- data analysis
- objective function