Metrics queries are typically time-series aggregations over sliding windows. Log queries are structured field searches or full-text lookups over recent time ranges. Trace queries involve lookups by trace ID or service graph traversal. Event queries often join against other signals for change correlation. This mix favors columnar storage with high compression, fast time-range filtering, and support for both high-throughput ingestion and ad hoc analytical queries.