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KEDAKubernetes-based Event Driven Autoscaling의 경우도 Cron Scaler를 사용하여 scale-to-zero를 지원합니다. + +![KEDA cron-scaler](./6.png) + +  + +scale-to-zero를 구현하기 위해 KEDA는 커스텀 리소스로 `ScaledObject`를 사용합니다. `kubectl` 명령어를 사용해서 KEDA에서 사용하는 Custom Resource 목록을 조회할 수 있습니다. + +```bash +$ kubectl api-resources --api-group keda.sh +NAME SHORTNAMES APIVERSION NAMESPACED KIND +clustertriggerauthentications cta,clustertriggerauth keda.sh/v1alpha1 false ClusterTriggerAuthentication +scaledjobs sj keda.sh/v1alpha1 true ScaledJob +scaledobjects so keda.sh/v1alpha1 true ScaledObject +triggerauthentications ta,triggerauth keda.sh/v1alpha1 true TriggerAuthentication +``` + +  + +아래는 cron scaler를 사용하여 한국시간 기준으로 매일 오전 9시부터 ~ 18시까지만 10개의 파드를 운영하고, 업무시간 외에는 비용 절감을 위해 scale-to-zero를 구현하는 예제입니다. + +```yaml +apiVersion: keda.sh/v1alpha1 +kind: ScaledObject +metadata: + name: cron-scaledobject + namespace: default +spec: + scaleTargetRef: + apiVersion: apps/v1 + kind: Deployment + name: my-deployment + minReplicaCount: 0 + cooldownPeriod: 300 + triggers: + - type: cron + metadata: + timezone: "Asia/Seoul" # The acceptable values would be a value from the IANA Time Zone Database. + start: "0 9 * * *" # At 9:00 AM + end: "0 18 * * *" # At 6:00 PM + desiredReplicas: "5" +``` + +- 근무 시간 외에 scale-to-zero를 적용하려면 ScaledObject에서 `minReplicaCount: 0`을 설정하고 근무 시간 동안에 `desiredReplicas`로 복제본을 늘려야 합니다. +- 기본적으로 ScaledObject의 `cooldownPeriod` 설정은 5분(300초)이므로 실제 파드 축소는 cron 일정 종료 매개변수로부터 5분 후에 발생합니다. + +KEDA에 대한 더 자세한 정보는 [KEDA 공식 홈페이지](https://keda.sh/)와 [KEDA Github](https://github.com/kedacore/keda)에서 확인 가능합니다. + +  + ## 참고자료 +**kube-green** [Github kube-green](https://github.com/kube-green/kube-green) [kube-green docs](https://kube-green.dev/) + +**KEDA** +[KEDA docs](https://keda.sh/) +[Github keda](https://github.com/kedacore/keda)