World Congress 2026 North America
The Geometry of Incidents: What User-Impact Shapes Reveal About Platform Architecture
Bala Subrahmanyam Kambala
Staff Platform Engineer at Oracle Cloud Infrastructure
Code bugs rarely crash systems months after launch—broken architectural assumptions do. Discover how hidden physical limits trigger delayed threshold failures across databases, data lakes, and microservices.
Jobs that call for the skills explored in this talk.