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Cardinality and label discipline: why metrics explode
Each observed label combination creates a series; independent dimensions can multiply the total, while correlated labels do not necessarily do so. This concept gives the arithmetic, the symptoms of cardinality blowups, and the discipline rules that keep dashboards fast and bills sane.
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