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Lightning Talk: Scrape Trolley Dilemma

Lightningat PromCon EU 2025 · 2025-10-21..10-22· [observability, devops-and-delivery]
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Prometheus and OpenTelemetry collectors hit memory limits when a single scrape brings high cardinality series and the common outcome is either a crash loop or ad hoc drops. Current push receivers instead shift burden to clients by dropping or backpressuring. Proposed specifics: implement an optional flag that automatically evicts selected series under memory pressure, try early compaction and dynamic scrape-rate throttling, and add a metric criticality attribute so autoscaling or alerting series are preserved. Naive prototype exists conceptually and the plan is to iterate with user feedback.

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