Why it matters
BI costs mount. Optimization has real impact.
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The architecture
Right-size: match cluster to peak QPS.
Storage: Parquet + compression.
Partitioning + clustering.
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How it works end to end
Auto-scaling: some deployments support.
Query cost tracking per team.
Result caching.