Databricks
The Spot Instance Playbook — Cut Databricks Costs by 60–90%
If you're running Databricks on AWS, your compute bill is probably one of your biggest line items. At on-demand prices, a single high-memory cluster can run thousands of
How to Cut Databricks Compute Costs by 73% Using Job Clusters
What Are Job Clusters? Databricks offers two types of clusters: 1. All-Purpose Clusters — persistent clusters that stay running until you manually terminate them. Great for exploration and ad-hoc analysis, but
Job Clusters vs All-Purpose: The 73% DBU Gap That's Costing You Thousands
## The 73% DBU Gap Nobody Talks About Here's a number that should stop you cold: **all-purpose clusters cost 73% more per DBU than job clusters** in AWS Premium,
The Complete Guide to Databricks Cost Optimization
## The Databricks Cost Problem If you're running Databricks at any scale, you've felt the pain. **The average Databricks customer spends over $300K per year** — and a
Databricks Delta Lake: Advanced Performance Tuning
Delta Lake brings ACID transactions and schema enforcement to your data lake. But to get the best performance out of it, you need to tune a few knobs. Here'