Core concept
ORC/Parquet + Snappy default. Erasure coding for cold. Delete old data per policy.
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How it works
Compression CPU cost. EC read latency. Retention decisions upstream (governance).
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Trade-offs + gotchas
Every large cluster. Cloud clusters especially.