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hpa.yaml

@@ -6,13 +6,32 @@ spec:
   scaleTargetRef:
     apiVersion: apps/v1
     kind: Deployment
-    name: triton-deployment
-  minReplicas: 1
-  maxReplicas: 5
+    name: triton-deployment   # must match the Deployment name in k8s.yaml
+  minReplicas: 2
+  maxReplicas: 10
+  behavior:
+    scaleUp:
+      stabilizationWindowSeconds: 30
+      policies:
+        - type: Percent
+          value: 100
+          periodSeconds: 60
+    scaleDown:
+      stabilizationWindowSeconds: 60
+      policies:
+        - type: Percent
+          value: 50
+          periodSeconds: 60
   metrics:
-  - type: Resource
-    resource:
-      name: cpu
-      target:
-        type: Utilization
-        averageUtilization: 70
+    - type: Resource
+      resource:
+        name: cpu
+        target:
+          type: Utilization
+          averageUtilization: 60
+    - type: Resource
+      resource:
+        name: memory
+        target:
+          type: Utilization
+          averageUtilization: 70

preprocessor.yaml

@@ -0,0 +1,44 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: preprocessor
+spec:
+  replicas: 2
+  selector:
+    matchLabels: { app: preprocessor }
+  template:
+    metadata:
+      labels: { app: preprocessor }
+    spec:
+      containers:
+        - name: preprocessor
+          image: yourrepo/preprocessor:latest   # <-- replace with actual image
+          ports:
+            - containerPort: 8080
+          resources:
+            requests:
+              cpu: "200m"
+              memory: "256Mi"
+            limits:
+              cpu: "1"
+              memory: "512Mi"
+          readinessProbe:
+            httpGet: { path: /health, port: 8080 }
+            initialDelaySeconds: 5
+            periodSeconds: 5
+          livenessProbe:
+            httpGet: { path: /live, port: 8080 }
+            initialDelaySeconds: 10
+            periodSeconds: 10
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: preprocessor-svc
+spec:
+  selector: { app: preprocessor }
+  ports:
+    - name: http
+      port: 80
+      targetPort: 8080
+  type: ClusterIP