Catalog Details

• CATEGORY

  scaling

• UUID

  35ecff6c-41f5-400b-92c4-f959dd23ee15

• CREATED BY

  Deepak Reddy

• CREATED AT

  April 13, 2024

• VERSION

  0.0.1

• MODELS

  Gcp , Kubernetes

Design Snapshot

Related Designs

scaling

Pod Resource Request

MESHERY4a23

What This Design Does:

This design demonstrates how to automatically scale your Google Kubernetes Engine (GKE) workloads based on Prometheus-style metrics emitted by your application. It uses the [GKE workload metrics](https://cloud.google.com/stackdriver/docs/solutions/gke/managing-metrics#workload-metrics) pipeline to collect the metrics emitted from the example application and send them to [Cloud Monitoring](https://cloud.google.com/monitoring), and then uses the [HorizontalPodAutoscaler](https://cloud.google.com/kubernetes-engine/docs/concepts/horizontalpodautoscaler) along with the [Custom Metrics Adapter](https://github.com/GoogleCloudPlatform/k8s-stackdriver/tree/master/custom-metrics-stackdriver-adapter) to scale the application.

Caveats and Consideration:

Add your own custom prometheus to GKE for better scaling of workloads

Compatibility: