PPI-F Query Pressure Analyzer

Enterprise query flow, telemetry & performance pressure

Query data flow (tree)

Client → Coordinator → Workers → Connectors → Catalogs

Client
Coordinator
Connectors

Configuration & input

Enter cluster configuration. Optionally paste query or worker metrics. The analyzer will compute telemetry and identify pressure patterns.

Connector catalogs in use

Telemetry

Query rate, latency distribution, and memory usage. Derived from your configuration and any pasted metrics.

Query rate (queries/min)

Query latency (ms)

Memory usage by role

Performance pressure patterns

Identified patterns and recommended actions. Severity: Critical → Warning → Info → Healthy.

Need expert interpretation?

KPI99 architects can validate findings and deliver prioritized tuning and capacity recommendations for your Trino cluster.

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