Reviewed by Aditya Kumar · Last reviewed 2026-03-24
Patterns: (1) Raw and curated zones; prefixes/partitions. (2) Glue + Athena for querying. (3) Lifecycle for cost. (4) Versioning for critical. (5) SSE-S3/KMS. Example: raw/, curated/; Parquet for analytics....
Patterns: (1) Raw and curated zones; prefixes/partitions. (2) Glue + Athena for querying. (3) Lifecycle for cost. (4) Versioning for critical. (5) SSE-S3/KMS. Example: raw/, curated/; Parquet for analytics. Best practice: Partition (year/month/day); columnar; lifecycle; least-privilege IAM; S3 Select for pushdown.
Red Flag: Unstructured bucket with no partitions. Pro-Move: 'Medallion: raw/curated/gold; Parquet; partition by date—Glue and Athena integrated.'
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