New Relic's cardinality limits ensure optimized query performance and account management by enforcing daily limits, allowing users to maintain a balance between data detail and performance.
Upon reaching cardinality limits, New Relic logs an NrIntegrationError, providing users insights into data ingestion and configuration through NRQL, keeping them informed about their data management.
Even after hitting cardinality limits and stopping the creation of rollups for the day, New Relic retains access to raw data, allowing continuous querying despite potential reporting gaps.
The new Cardinality Management menu simplifies the process of managing cardinality issues, reducing reliance on complex queries and extensive NRQL expertise previously required for diagnosis.
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