Large-scale graph label propagation on GPUs
Graph label propagation (LP) is a core component in many downstream applications such as fraud detection, recommendation and image segmentation. In this paper, we propose GLP, a GPU-based framework to enable efficient LP processing on large-scale graphs. By investigating the data processing pipeline...
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| Main Authors: | , , , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2023
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/8468 https://ink.library.smu.edu.sg/context/sis_research/article/9471/viewcontent/Large_scaleGraphLabel_av.pdf |
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| Institution: | Singapore Management University |
| Language: | English |