Sidekick: Near Data Processing for Clustering Enhanced by Automatic Memory Disaggregation.
Sanghoon LeeJongho ParkMinho HaByungil KohKyoung ParkYeseong KimPublished in: DAC (2023)
Keyphrases
- data processing
- clustering algorithm
- clustering method
- k means
- data analysis
- memory space
- data clustering
- unsupervised learning
- memory requirements
- limited memory
- database
- hierarchical clustering
- self organizing maps
- data management
- information theoretic
- fully automatic
- document clustering
- genetic algorithm
- categorical data
- data driven
- nearest neighbor
- data acquisition
- data points
- spectral clustering
- information systems
- energy saving
- memory usage
- neural network
- real time