Utilization-prediction-aware energy optimization approach for heterogeneous GPU clusters.
Sheng WangShiping ChenYumei ShiPublished in: J. Supercomput. (2024)
Keyphrases
- real time
- energy consumption
- clustering algorithm
- optimization algorithm
- global optimization
- prediction accuracy
- constrained optimization
- optimization process
- data sets
- optimization methods
- prediction model
- optimization method
- hierarchical clustering
- cluster analysis
- prediction algorithm
- prediction error
- optimization problems
- real world
- data clustering
- parallel processing
- hierarchical structure
- self organizing maps
- sensor networks
- data points
- arbitrary shape
- parameter optimization
- heterogeneous computing