Ginex: SSD-enabled Billion-scale Graph Neural Network Training on a Single Machine via Provably Optimal In-memory Caching

Authors

• 1. Yeonhong Park (Seoul National University)
• 2. Sunhong Min (Seoul National University)
• 3. Jae W. Lee (Seoul National University)

@article{park_vldb22,
        title = {{Ginex: SSD-enabled Billion-scale Graph Neural Network Training on a Single Machine via Provably Optimal In-memory Caching}},
        author = {Park, Yeonhong and Min, Sunhong and Lee, Jae W.},
        journal = {PVLDB},
        series = {{VLDB} '22},
        volume = {15},
        number = {11},
        pages = {2626--2639},
        doi = {10.14778/3551793.3551819},
        url = {https://doi.org/10.14778/3551793.3551819},
        year = {2022}
}

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