diff --git a/deploy.sh b/deploy.sh
index 866062b7bb07d30439b460b1007532726fb973d2..f60e4bc11c47519aaf76da1b1f508caa06edde45 100755
--- a/deploy.sh
+++ b/deploy.sh
@@ -117,8 +117,9 @@ for COMPONENT in $TFS_COMPONENTS; do
     echo "  Deploying '$COMPONENT' component to Kubernetes..."
     DEPLOY_LOG="$TMP_LOGS_FOLDER/deploy_${COMPONENT}.log"
     kubectl --namespace $TFS_K8S_NAMESPACE apply -f "$MANIFEST" > "$DEPLOY_LOG"
-    kubectl --namespace $TFS_K8S_NAMESPACE scale deployment --replicas=0 ${COMPONENT}service >> "$DEPLOY_LOG"
-    kubectl --namespace $TFS_K8S_NAMESPACE scale deployment --replicas=1 ${COMPONENT}service >> "$DEPLOY_LOG"
+    COMPONENT_OBJNAME=$(echo "${COMPONENT}" | sed "s/\_/-/")
+    kubectl --namespace $TFS_K8S_NAMESPACE scale deployment --replicas=0 ${COMPONENT_OBJNAME}service >> "$DEPLOY_LOG"
+    kubectl --namespace $TFS_K8S_NAMESPACE scale deployment --replicas=1 ${COMPONENT_OBJNAME}service >> "$DEPLOY_LOG"
 
     echo "  Collecting env-vars for '$COMPONENT' component..."