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Pareto Filter Combinations

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Insight Stephen Margheim offered for handling an index endpoint with 20+ combinable filters: despite a theoretical combinatorial explosion, real usage typically follows the Pareto principle — three to six filter combinations cover ~80% of traffic. Ship to production, monitor, find the hot clusters, and index them. Don't try to index every combination.

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practice
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Pareto Filter Combinations concept
Stephen explained how hot filter clusters follow the Pareto distribution in practice.

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Performance Panel at wroclove.rb 2024 2026-04-17 23:20
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