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@thanos
Created March 16, 2026 00:49
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Set Reconciliation Data Sketches
Algorithm Approach Trade-off
IBLT Hash-based balance sheet Simple, widely used
Characteristic Polynomial Filters (CPF) Invertible polynomials Better space efficiency, higher CPU cost
Eppstein's Straggler Detection Simplified IBLT variant Best for finding a small number of missing elements in a stream
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