Post-Upgrade Volume Anomaly Detection
After each reader image upgrade, data volumes in the 1-hour and 6-hour windows are compared with the previous day and unusual volumes trigger an alert.
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- Reliability
- Reliability
High-Volume Usage Monitor
Monitors can alert when data volume crosses a defined threshold or when usage patterns deviate from normal.
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Native PagerDuty Paging
Monitors connect directly to PagerDuty and trigger incidents with pipeline name, destination, and error type when an alert fires.
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Improved DDL Support for Cell-Based Architectures
A new opt-in job checks and syncs table schemas across environments, adding new columns even when a database has no row changes.
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Data Quality: Rows Affected Checks
A new guardrail verifies the number of rows affected by each database operation, such as inserted, updated, or deleted rows in merges.
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