Autoscale applications based on external events with KEDA.pdf
0 likes36 views
This document discusses using KEDA to autoscale applications in Kubernetes based on external events. KEDA allows defining scalable objects that can trigger scaling of deployments based on metrics from message brokers like RabbitMQ. The document demonstrates setting up a sample application with a producer and consumer that scales using KEDA in response to messages in a RabbitMQ queue. It provides an overview of KEDA architecture and how scalable objects are configured to link deployments to external metrics for automated scaling.
Autoscale applications based on external events with KEDA.pdf
- 1. Autoscale Applications based on external events with KEDA Nilesh Gule @nileshgule
- 2. $whoami { “name” : “Nilesh Gule”, “website” : “https://www.HandsOnArchitect.com", “github” : “https://GitHub.com/NileshGule" “twitter” : “@nileshgule”, “linkedin” : “https://www.linkedin.com/in/nileshgule”, “YouTube” : “https://www.YouTube.com/@nilesh-gule” “likes” : “Technical Evangelism, Cricket”, “co-organizer” : “Azure Singapore UG” }
- 4. @nileshgule KEDA Kubernets based Event Driven Autoscaling Scaling in Kubernetes KEDA Overview TechTalks demo with RabbitMQ Autoscaling with KEDA KEDA Architecture Agenda
- 5. Pre-requisites • Self contained application with all its dependencies Docker • Orchestrates containers • Self healing • Service discovery • Scaling Kubernetes • Dockerhub / private container registry • Repository for storing container images Container Registry • Managed Kubernetes service on Azure • Native integration with other Azure services like Azure Active Directory (AAD), Azure Container registry (ACR), Azure Container Instances (ACI), Azure Monitor etc. Azure Kubernetes Service (AKS)
- 6. Kubernetes scaling options Horizontal Pod Autoscaler Vertical Pod Autoscaler Cluster Autoscaler Manual
- 7. TechTalks Application Architecture TechTalks Consumer TechTalks Producer TechTalks Frontend (UI) Message Broker Polyglot Programming
- 10. @nileshgule Demo KEDA in action
- 12. ScaledObject apiVersion: keda.k8s.io/v1alpha1 kind: ScaledObject metadata: name: rabbitmq-consumer namespace: default labels: deploymentName: rabbitmq-consumer-deployment spec: scaleTargetRef: deploymentName: rabbitmq-consumer pollingInterval: 5 # Optional. Default: 30 seconds cooldownPeriod: 30 # Optional. Default: 300 seconds minReplicaCount: 1 # Optional. Default: 0 maxReplicaCount: 30 # Optional. Default: 100 triggers: - type: rabbitmq metadata: queueName: hello queueLength : ‘5’ authenticationRef: name: trigger-auth-rabbitmq-host
- 13. KEDA Features
- 14. Run Containers at scale ❖KEDA supported scale triggers including Azure Event Hub, Apache Kafka, RabbitMQ, MongoDB, MySQL, PostgreSQL etc. ❖Robust autoscaling without managing complex infrastructure ❖Scale to zero and pay only for use by the second https://keda.sh/docs/2.11/scalers/
- 15. Summary • Modern applications are loosely coupled and highly portable • AKS provides native integrations to Dapr and KEDA • KEDA helps to auto scale on metrics external to Kubernetes • Dapr tries to simplify the Microservices development and deployment • Dapr Components help to extract underlying functionality and provides abstractions • Make app portable to run in serverless as well as managed cloud services
- 16. References https://www.youtube.com/@nilesh-gule https://dapr.io/ Dapr Publish and Subscribe Kubernetes Event Driven Autoscaling Serverless - Dapr and Azure Container Apps Comparison between ACA and AKS
- 17. Containerize Apps Resources Cloud Native Ninja : https://github.com/NileshGule/cloud-native-ninja Azure Container Apps : https://github.com/NileshGule/techtalks-azure-container-apps-demo Slides Slideshare: https://www.slideshare.net/nileshgule/ Speaker Deck: https://speakerdeck.com/nileshgule/
- 18. Nilesh Gule ARCHITECT | MICROSOFT MVP “Code with Passion and Strive for Excellence” nileshgule @nileshgule Nilesh Gule NileshGule www.handsonarchitect.com https://www.youtube.com/@nilesh-gule
- 19. #GlobalAzure Q&A