Use when the tablet scheduler is unhealthy: replicas are missing, clone tasks are failing or timing out, balance is too slow (disk usage skewed) or too aggressive (impacting imports), BE decommission is stuck, or colocate groups are unstable. Covers SHOW PROC…
Use when compaction score is sustained above 100, imports are failing with 'too many versions', or query MERGE time is elevated. Covers three root causes: import rate exceeding cumulative compaction throughput (Cause A), batch DELETE creating delete-predicate…
Use as the first stop when a BE or FE host shows high CPU (elevated load average or top near 100%). Attributes CPU to the right workload — query pipeline, import flush/compression, compaction threads, background tasks, FE GC, or non-StarRocks processes — then…
Use when external catalog queries (Hive, Iceberg, S3, HDFS, Paimon) are failing, hanging, or returning stale data. Covers Hive Metastore connectivity errors, Kerberos authentication failures (keytab expiry, GSS errors, clock skew), S3 rate limiting and SSL…
Use when FE or BE processes fail to start or stay alive. Covers port conflicts (YARN co-location), missing meta or storage directories, multi-NIC priority_networks misconfiguration, clock drift causing replica delta errors, BDB journal corruption blocking FE…
Use when optimizing for high-QPS (thousands of queries/sec) workloads or diagnosing throughput plateaus and latency spikes under load. Covers pipeline_dop=1 tuning, connection pooling (HikariCP/Druid), PreparedStatement plan caching, query cache hit-rate…
Use when import jobs are slow, timing out, or failing — Stream Load, Broker Load, Routine Load, INSERT INTO, Flink connector. Covers write-slow triage (async_delta_writer / memtable_flush / segment_replicate_sync thread pools), publish timeout on PK tables,…
Use when async materialized views are failing to refresh, timing out, becoming inactive, or query rewrite is not triggering. Covers refresh OOM (spill-to-disk), timeout tuning, MV reactivation, staleness tolerance for query rewrite, sync MV hit verification…