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Autoscaling Docker Containers Without Kubernetes: How Gubernator Scales CPU & GPU Workloads Automatically

When running containerized workloads, every engineering team eventually faces the scaling dilemma : Vanilla Docker / Docker Compose is lightweight, fast, and wonderfully simple to maintain—but it has…

  • Gubernator offers simple horizontal autoscaling for multi-node clusters
  • Centurions (Managers/Workers) deploy Legions of multi-container apps
  • Autoscaling uses feedback loop every 10-15 seconds to adjust replicas

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