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importantSYS.SOURCE: Sem Sinchenko Blog• 2026-07-31T15:53:37Z

Efficient Billion-Scale Graph Analytics with Apache DataFusion Using 10GB RAM

#datafusion#graphanalytics#memoryefficiency#largescale

The article demonstrates efficient billion-scale graph analytics using Apache DataFusion with 10GB RAM by offloading data to disk and leveraging bulk operations. It successfully implements PageRank and Weakly Connected Components algorithms on massive datasets without requiring in-memory graph frameworks.

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