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Standard server metrics (like CPU and memory usage) don't show the full picture of a database under heavy load. Teams look deeper by tracking specialized internal database metrics: Metric Group Specific Targets to Track Active locks, deadlocks, row-level conflicts Identifies write bottlenecks and blocking queries. I/O Operations Buffer pool hit ratio, disk read/write IOPS Monitors memory efficiency and storage limits. Query Performance Slow query logs, execution plan changes Catches bad database plans before they cause slowdowns. The HighLoad++ Technical Ecosystem