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Algorithms on billion-scale graph using 10GB RAM: I love DataFusion

by Sem Sinchenko semyonsinchenko.github.io published 2026-07-057 min read

In a previous post, I was sceptical about using Apache DataFusion for graph analytics. However, after some thought and experimentation, I changed my mind. I have reconsidered my approach and now have a working implementation of basic graph algorithms, such as WCC, PageRank and MSSP. For example, I can identify weakly…
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Databases & DataSystems & Performance2026

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Jul 31, 2026Algorithms on billion-scale graph using 10GB RAM: I love DataFusion by speckx13740

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