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Detect core points block - PowerPoint PPT Presentation

The Hybrid Model: Experiences at Extreme Scale

The Hybrid Model: Experiences at Extreme Scale. Benjamin Welton. The Hybrid Model. TBON + X Leveraging TBONs, GPUs, and CPUs in l arge scale computation Combination creates a new computational model with new challenges

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434 views • 27 slides

Mr. Scan: Efficient Clustering with MRNet and GPUs

Mr. Scan: Efficient Clustering with MRNet and GPUs. Evan Samanas and Ben Welton. Density-based clustering. Discovers the number of clusters Finds oddly-shaped clusters. Clustering Example (DBSCAN [1] ). Goal: Find regions that meet minimum density and spatial distance characteristics.

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416 views • 27 slides

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Detect core points block - PowerPoint PPT Presentation

The Hybrid Model: Experiences at Extreme Scale

Mr. Scan: Efficient Clustering with MRNet and GPUs