How LinkedIn extended ClickHouse from distributed tracing to metric discovery and analytics

LinkedIn details extending ClickHouse beyond distributed tracing to handle metric discovery and analytics. The team consolidated a legacy metadata system onto a single ClickHouse index, reducing costs and enabling queries the old stack could not answer. This follows their earlier deployment handling 800 billion spans daily across three data centers for near-real-time troubleshooting.