Hybrid CPU/GPU clustering in shared memory on the billion point scale

Keyphrases

• Point Scale 100%
• Shared Memory 100%
• Heterogeneous CPU-GPU 100%
• Density-based Spatial Clustering of Applications with Noise (DBSCAN) 75%
• Parallelization 25%
• High Efficiency 25%
• Distance Calculation 25%
• Data Partitioning 25%
• Dense Datasets 25%
• Clustering Algorithm 25%
• Distributed Storage 25%
• Clustered Data 25%
• Memory Capacity 25%
• GPU Memory 25%
• Unsupervised Method 25%
• CPU-GPU 25%
• Memory Approach 25%
• Data Region 25%

Computer Science

• Shared Memories 100%
• Clustering Algorithm 33%
• Memory Capacity 33%
• Distance Calculation 33%
• Distributed Memory 33%
• Parallelization 33%
• Data Partition 33%
• Clustered Data 33%