RUPredHadoop: Resources Utilization Predictor for Hadoop with Large-Scale Clusters.
Shangming NingFei TengYunshu LiZhe CuiLei YuShengdong DuPublished in: Big Data (CCF) (2018)
Keyphrases
- cloud computing platform
- cloud computing
- data intensive
- clustering algorithm
- massive scale
- resource utilization
- limited resources
- small scale
- open source
- computing resources
- fuzzy clustering
- real world
- resource management
- big data
- hierarchical clustering
- data points
- neural network
- distributed systems
- cluster analysis
- fuzzy c means
- distributed computing
- data distribution
- resource constraints
- database systems
- case study