IDaPS - Improved data-locality aware data placement strategy based on Markov clustering to enhance MapReduce performance on Hadoop.
Shanmugasundaram VengadeswaranS. R. BalasundaramP. DhavakumarPublished in: J. King Saud Univ. Comput. Inf. Sci. (2024)
Keyphrases
- data sets
- statistical analysis
- data collection
- data points
- data analysis
- data sources
- big data
- database
- high quality
- data structure
- spectral clustering
- distributed systems
- learning algorithm
- sensor data
- high dimensional data
- complex data
- similarity measure
- raw data
- neural network
- image data
- knowledge discovery
- probability distribution
- prior knowledge