Building a Databricks AI Platform on AWS
RBAC with Function-Role Groups
Compute Governance: Pools, Policies, Clusters
The BOOTSTRAP_TIMEOUT Mystery ← you are here
Fixing It with AWS PrivateLink
Healthy EC2, perfect routing, and a Databricks cluster that still won't start. Tracing a BOOTSTRAP_TIMEOUT from the data plane to the control plane across a Transit Gateway and an inspection firewall.
Building a Databricks AI Platform on AWS
RBAC with Function-Role Groups
Compute Governance: Pools, Policies, Clusters
The BOOTSTRAP_TIMEOUT Mystery ← you are here
Fixing It with AWS PrivateLink

Fixing a Databricks BOOTSTRAP_TIMEOUT with AWS PrivateLink — control-plane traffic over the AWS backbone with zero new subnets,…

Governing Databricks compute so nobody spins up a 128-core box at 2am: instance pools, cluster policies, an entitlement gate, and…

Databricks RBAC done right: three account-level function-role groups, workspace USER/ADMIN assignment, and the mental split…

The north-star design behind our Databricks platform — Lakehouse and Medallion under Unity Catalog governance, three fully…

A real-world postmortem of a 7 TB Oracle to Amazon RDS migration that exposed hidden ORM bottlenecks, Terraform recovery…

TL;DR In Part 1, Athena provided serverless SQL. In Part 2, Databricks hit boundaries. In...