gSWORD: GPU-accelerated sampling for subgraph counting
Subgraph counting is a fundamental component for many downstream applications such as graph representation learning and query optimization. Since obtaining the exact count is often intractable, there have been a plethora of approximation methods on graph sampling techniques. Nonetheless, the state-o...
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| Main Authors: | , , , |
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| Format: | text |
| Language: | English |
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Institutional Knowledge at Singapore Management University
2024
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| Online Access: | https://ink.library.smu.edu.sg/sis_research/9320 https://ink.library.smu.edu.sg/context/sis_research/article/10320/viewcontent/3639288_pvoa_cc_by.pdf |
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| Institution: | Singapore Management University |
| Language: | English |