MongoDB Taught Its Database to See the Future

How Atlas built a predictive auto-scaler that scales before your servers break a sweat

TLDR

Reactive auto-scaling has a fundamental problem: by the time it kicks in, you’re already overloaded. The scaling operation itself takes several minutes. You’ve spent real money on degraded perfor…