Chaos Genius

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Autonomous Agents

Enterprise Cost Observability

Cost Visibility & Insights

Track spend across warehouses, clusters, queries, jobs, and users, and more.

Instance Tuning

Optimize cluster and warehouse sizing for better utilization.

Workoad Tuning

Tune queries and Spark jobs to cut compute costs.

Database Optimization

Clean up unused data to reduce storage costs.

Alerts & Reporting

Get alerts and reports on cost spikes and inefficiencies.

Snowflake Agents

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Databricks Agents

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Amazon EMR Agents

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Redshift Agents

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Platform

Autonomous Agents

Enterprise Cost Observability

Snowflake Agents

Book Demo

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Databricks Agents

Book Demo

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Amazon EMR Agents

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Redshift Agents

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Cost Visibility & Insights

Track spend across warehouses, clusters, queries, jobs, and users, and more.

Instance Tuning

Optimize cluster and warehouse sizing for better utilization.

Workoad Tuning

Tune queries and Spark jobs to cut compute costs.

Instance Tuning

Clean up unused data to reduce storage costs.

Alerts & Reporting

Get alerts and reports on cost spikes and inefficiencies.

Spark DAG

Category - Spark DAG - Technical deep-dives into Directed Acyclic Graph execution, DAG scheduler, logical plan optimization, physical plan generation, stage boundaries, wide vs narrow transformations, job decomposition, task parallelism, execution visualization, and DAG optimization techniques.

8 posts with this tag

Apache Spark Architecture

Apache Spark Architecture 101—How Spark Works (2025)

Sep 1, 2025 • 16 min read

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Apache Spark on Kubernetes

HOW TO: Run Spark on Kubernetes with AWS EMR on EKS (2025)

Jul 19, 2025 • 16 min read

Apache Spark vs Apache Hadoop

Apache Spark vs Apache Hadoop—10 Crucial Differences (2025)

Apr 9, 2025 • 33 min read

Apache Spark on EMR: Setup and Optimization Guide (2025)

Nov 16, 2024 • 23 min read

Apache Spark With Scala

Apache Spark With Scala 101—Hands-on Data Analysis Guide (2025)

Sep 27, 2024 • 29 min read

Apache Spark with Python

Apache Spark with Python 101: Quick Start to PySpark (2025)

Sep 21, 2024 • 25 min read

Apache Spark Performance Tuning

Apache Spark Performance Tuning: 7 Optimization Tips (2025)

Sep 7, 2024 • 27 min read

Apache Spark vs Apache Flink

Apache Spark vs Flink—A Detailed Technical Comparison (2025)

Sep 4, 2024 • 24 min read

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