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  5. Article: The Mathematics of Backlogs: Capacity Planning for Queue Recovery
Article: The Mathematics of Backlogs: Capacity Planning for Queue Recovery
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Article: The Mathematics of Backlogs: Capacity Planning for Queue Recovery

Backlogs in distributed systems are arithmetic problems, not mysteries. This article provides practical formulas for calculating backlog drain time, sizing consumer headroom, and setting auto-scaling triggers. It covers key failure modes —…

ArchitectureInfoQPublished: May 13, 2026
Architecture
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