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HTHammad Tariqthehammadtariq.hashnode.devJun 20 · 3 min read

Data Warehouse Migration Guide 2026: Snowflake vs Redshift vs Big Query vs Databricks

Before we write a line of pipeline code, a client almost always asks the same thing: Snowflake, Redshift, Big Query or Databricks? I’ve led these migrations off Sybase, Oracle and on-prem ETL, and my

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SCSammed Chouguleaws-saa-journey.hashnode.devMay 30 · 17 min read

Choosing the Right AWS Database: RDS, Aurora, DynamoDB, and Redshift

Picture this. It is 11 PM on a Friday. A product launch went better than expected, traffic is three times the normal level, and the on-call engineer is staring at a single PostgreSQL instance running

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PKPratiksha kadamcloudops-solutions.hashnode.devFeb 18 · 4 min read

Data Pipeline with S3, EMR, and Redshift

In the demanding landscape of enterprise data analytics, architects constantly walk a fine line between performance, resilience, and cost optimization. Designing a data platform isn’t just about making it work—it’s about making it scalable, durable, ...

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TITech Insights Hubtopperblog.hashnode.devFeb 12 · 1 min read

Redshift AWS: Petabyte-Scale Data Warehouse

Redshift AWS: Petabyte-Scale Data Warehouse Modern tool for developers. Overview Key features. Setup const use = () => true; Patterns Best practices. FAQ Q: Ready? Yes. Conclusion Start today.

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GDGhanshyam Digitalblog.ghanshyamdigital.comNov 13, 2025 · 5 min read

How I Saved $800+ Daily Using DuckDB & Apache Superset Instead of AWS Redshift for Analytics

The Problem: Skyrocketing AWS Analytics Costs When managing analytics for our loan management system, we initially turned to the standard AWS stack: Amazon Redshift for data warehousing and AWS Glue for ETL pipelines. The result? A shocking $800 bill...

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ARAaron Roseaaron-rose.hashnode.devAug 15, 2025 · 5 min read

How to Get "Total Data Scanned" for a Redshift Query via the Data API

Problem You can see "data scanned" metrics for queries in the Redshift console, but you need to access these numbers programmatically from Lambda functions, ETL jobs, or CI/CD pipelines that use the Redshift Data API. Without programmatic access to s...

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ARAaron Roseaaron-rose.hashnode.devAug 15, 2025 · 8 min read

How to Always Write Optimized Queries in Amazon Redshift - Complete Guide

Problem Developers frequently ask "How do I write optimized Redshift queries from the start?" after experiencing slow performance, unexpectedly high costs, and frustrated business users waiting for critical reports. Clarifying the Issue This isn't ab...

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ARAaron Roseaaron-rose.hashnode.devAug 3, 2025 · 7 min read

Building a Data Mart in Amazon Redshift: A Practical Guide

Problem Teams using Amazon Redshift often struggle with a paradox: they know Redshift excels at analytical workloads and can support focused data marts, but when it's time to build one, they face decision paralysis. Should they create a full enterpri...

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PTPablo Takarablog.getcollate.ioJul 29, 2025 · 5 min read

Incremental Extraction Improves Metadata Ingestion in Collate

Most traditional data catalogs and metadata systems perform only full extractions: querying metadata for every object in the source system — tables, views, columns, ownership, tags, descriptions — on every scheduled run. While this ensures completene...

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NMNaren Malireddycloudopspros.hashnode.devJun 15, 2025 · 4 min read

AWS Serverless Services Are Driving Global Productivity, Cost Savings—and Now, AI Innovation

Does serverless computing on AWS matter? In today’s cloud-first world, organizations are under increasing pressure to deliver more, faster, and often with fewer resources. Serverless computing on AWS has emerged as a game-changer, allowing companies ...

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#redshift

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Trending tags this week

Data Warehouse Migration Guide 2026: Snowflake vs Redshift vs Big Query vs Databricks

Choosing the Right AWS Database: RDS, Aurora, DynamoDB, and Redshift

Data Pipeline with S3, EMR, and Redshift

Redshift AWS: Petabyte-Scale Data Warehouse

How I Saved $800+ Daily Using DuckDB & Apache Superset Instead of AWS Redshift for Analytics

How to Get "Total Data Scanned" for a Redshift Query via the Data API

How to Always Write Optimized Queries in Amazon Redshift - Complete Guide

Building a Data Mart in Amazon Redshift: A Practical Guide

Incremental Extraction Improves Metadata Ingestion in Collate

AWS Serverless Services Are Driving Global Productivity, Cost Savings—and Now, AI Innovation