Apache Iceberg Modern Lakehouses

How to Optimize Apache Spark for Processing 50+ Billion Records

Processing massive datasets with Apache Spark can be challenging, especially when dealing with 50+ billion records. After debugging numerous production failures and optimizing clusters processing terabytes of data daily, I've compiled this comprehensive guide to help you avoi...

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9 min read

Cover image for How to Optimize Apache Spark for Processing 50+ Billion Records
Cover image for How to Optimize Apache Spark for Processing 50+ Billion Records

How to Optimize Apache Spark for Processing 50+ Billion Records

Processing massive datasets with Apache Spark can be challenging, especially when dealing with 50+ billion records. After debugging nume...

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9 min read

Cover image for Google Cloud Dataproc Architecture

Google Cloud Dataproc Architecture

Picture this: You're drowning in data - terabytes of customer information, logs, sensor readings, and more. You need to process it all, ...

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12 min read

Cover image for Google Cloud Dataproc Architecture

Google Cloud Dataproc Architecture

Picture this: You're drowning in data - terabytes of customer information, logs, sensor readings, and more. You need to process it all, ...

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12 min read

Cover image for Apache Iceberg vs. Delta Lake: A Complete Comparison

Apache Iceberg vs. Delta Lake: A Complete Comparison

📌 Result: Highly scalable, even for billions of files. 📌 Result: Simple and effective — but log replay can become slow at extreme scale.

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3 min read

Cover image for Apache Iceberg vs. Delta Lake: A Complete Comparison

Apache Iceberg vs. Delta Lake: A Complete Comparison

📌 Result: Highly scalable, even for billions of files. 📌 Result: Simple and effective — but log replay can become slow at extreme scale.

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3 min read

Cover image for Modern Lakehouses: The Future of Data Architecture

Modern Lakehouses: The Future of Data Architecture

A modern lakehouse architecture using Apache Iceberg merges the scalability of data lakes with the robust management and analytical perf...

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3 min read

Cover image for Modern Lakehouses: The Future of Data Architecture

Modern Lakehouses: The Future of Data Architecture

A modern lakehouse architecture using Apache Iceberg merges the scalability of data lakes with the robust management and analytical perf...

 · 

3 min read

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Apache Iceberg Architecture – What Is It?

Apache Iceberg Architecture – What Is It?

Apache Iceberg is an open table format specifically designed for handling massive analytical datasets within data lakes, adding a schema...

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4 min read

Cover image for 
Apache Iceberg Architecture – What Is It?

Apache Iceberg Architecture – What Is It?

Apache Iceberg is an open table format specifically designed for handling massive analytical datasets within data lakes, adding a schema...

 · 

4 min read