Chaos Genius

Platform

PLATFORM

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

Book Demo

Databricks Agents

Book Demo

Amazon EMR Agents

Join Waitlist

Redshift Agents

Join Waitlist
Pricing
Blog
About Us

Platform

Autonomous Agents

Enterprise Cost Observability

Snowflake Agents

Book Demo

arrow-right-green

Databricks Agents

Book Demo

arrow-right-green

Amazon EMR Agents

arrow-right-green

Redshift Agents

arrow-right-green

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.

AWS EMR Architecture

Category - AWS EMR Architecture - Technical breakdown of the four-layer EMR stack: Storage Layer (HDFS, EMRFS on S3), Resource Management (YARN or Kubernetes), Data Processing (Spark, MapReduce, Presto), and Applications. See how Spark, Flink, Hive, and Presto run on EMR, and how EMR Serverless or EMR on EKS changes the model. Includes cost, scalability, high-availability best practices and more.

9 posts with this tag

AWS EMR

Top 13 AWS EMR Benefits Every Data Engineer Should Know (2025)

Jul 28, 2025 • 32 min read

Slash your Snowflake

Costs. Instantly.

Get Started for Free

AWS EMR

HOW TO: Set Up EMR Clusters with EC2 Spot Instances (2025)

Jul 17, 2025 • 18 min read

AWS EMR

HOW TO: Create an AWS EMR Serverless App to Run a Spark Job (2025)

Jul 12, 2025 • 24 min read

AWS EMR

HOW TO: Set Up AWS EMR Studio for Interactive Analysis (2025)

Jul 9, 2025 • 24 min read

AWS EMR

HOW TO: Create an EMR Cluster Step by Step In 10 Minutes (2025)

Jun 27, 2025 • 26 min read

Databricks vs EMR

AWS EMR vs Databricks: 9 Essential Differences (2025)

Nov 17, 2024 • 34 min read

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

Nov 16, 2024 • 23 min read

AWS EMR Architecture

AWS EMR Architecture 101—Core Features and Components (2025)

Nov 15, 2024 • 23 min read

Success! Your account is fully activated, you now have access to all content.