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Amazon Redshift Tutorials

Helpful Amazon Redshift Tutorials

Sort & Distribution Keys in the Auto Era

August 25, 2026 · RougeWarehouse Team

What Automatic Table Optimization actually does, when to trust SORTKEY AUTO and DISTSTYLE AUTO, how to read SVV_ALTER_TABLE_RECOMMENDATIONS, and the cases where pinning a compound sort key still wins.

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COPY from S3 the Right Way: Auto-Copy Jobs

August 25, 2026 · RougeWarehouse Team

Stop scheduling COPY with cron and Lambda. Redshift COPY JOB loads new S3 objects as they arrive. File layout, compression, the job definition, and monitoring with SYS_LOAD_HISTORY.

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Redshift Data Sharing Across Accounts

August 25, 2026 · RougeWarehouse Team

Producer and consumer setup for Amazon Redshift data sharing: creating the datashare, granting it to another account, authorizing and associating it, querying shared data, and chargeback patterns.

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The 2026 Redshift Cost-Tuning Checklist

August 25, 2026 · RougeWarehouse Team

Fifteen concrete things to check on any Amazon Redshift environment, provisioned or Serverless, that reliably reduce the bill: limits, scaling caps, priorities, materialized views, stale tables, storage growth and sharing.

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RA3 vs Serverless in 2026: A Decision Framework

August 25, 2026 · RougeWarehouse Team

Provisioned RA3 or Redshift Serverless? A workload-shape quadrant, the break-even arithmetic between node-hours and RPU-hours, the reserved-instance angle, and what the migration actually involves.

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