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jasperzhong / read-papers-and-code

My paper/code reading notes in Chinese
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SoCC '20 | PaGraph: Scaling GNN Training on Large Graphs via Computation-aware Caching #315

Closed jasperzhong closed 2 years ago

jasperzhong commented 2 years ago

https://dl.acm.org/doi/pdf/10.1145/3419111.3421281

jasperzhong commented 2 years ago

这个也是CPU sampling. 使用了degree-based caching policy.

还搞了一个GNN-aware的partition，大概就是要保证每个worker得有差不多相同数量的target vertices嘛. make sense.