ServiceScale

Assess

Tools

Uber's controller for coordinating safe scaling decisions across multiple orchestrators on Kubernetes.

Why it's here

Placed in Assess: 1 article(s) of evidence from 1 source(s), led by framework updates, with 1 in the last 30 days. Confidence 24%. Low accumulated evidence, so it defaults conservatively pending more signal.

Evidence (1)

6InfoQ·9/28/2026framework_update
Uber Separates Scaling Intent from Execution on Kubernetes
Uber detailed its ServiceScale controller, which lets multiple orchestrators coordinate scaling for the same Kubernetes workloads without conflicting. The approach separates scaling intent from execution to support regional failover while avoiding reserved idle capacity.