AZUG Lightning Talk - Application autoscaling on Kubernetes with Kubernetes Event-driven Autoscaling (KEDA)
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KEDA (Kubernetes-based Event Driven Autoscaling) simplifies application autoscaling by allowing automatic scaling of deployments and jobs, supporting cloud-agnostic operations and built-in scalers. It is designed to optimize resource use, including scaling to zero, and originated from a collaboration between Microsoft and Red Hat. KEDA is now being contributed to the Cloud Native Computing Foundation as a sandbox project.
AZUG Lightning Talk - Application autoscaling on Kubernetes with Kubernetes Event-driven Autoscaling (KEDA)
- 1. Kubernetes-based event- driven autoscaling (KEDA) Autoscaling made simple keda.sh
- 4. 4 Scale Node 1 Cluster Node 2 Node 3 Pod Pod Pod Pod Pod Pod Pod Pod Pod Pod Pod Pod Pod Pod Pod Designing for scale with CPaaS Custom Metric Provider Horizontal Pod Autoscaler(s) Cluster Autoscaler
- 6. Application autoscaling made simple with Kubernetes Event-driven Autoscaling ( ) • Automatically scale Deployments & Jobs • Vendor-Agnostic & Built-in Scalers • Production-grade Authentication • Save resources with scale to 0 • Run Azure Functions anywhere (simple & durable) • Started as a partnership between Microsoft & Red Hat • Focus on your app scaling, not the scaling internals
- 10. 10 Scale Node 1 Cluster Node 2 Node 3 Pod Pod Pod Pod Pod Pod Pod Pod Pod Pod Pod Pod Designing for scale with CPaaS Cluster Autoscaler Custom Metric Provider Horizontal Pod Autoscaler(s)
- 11. KEDA is cloud-agnostic & vendor-neutral
- 12. Demo Autoscaling .NET Core worker based on Azure Service Bus queue depth
- 13. Community Matters • We are donating KEDA to Cloud Native Computing Foundation (CNCF) as Sandbox project • https://github.com/cncf/toc/issues/335