diff --git a/Test/IntegrationTests/MqttClient/DeviceFarmScript/test_spec.yml b/Test/IntegrationTests/MqttClient/DeviceFarmScript/test_spec.yml
index c72b2d7b..a754332b 100644
--- a/Test/IntegrationTests/MqttClient/DeviceFarmScript/test_spec.yml
+++ b/Test/IntegrationTests/MqttClient/DeviceFarmScript/test_spec.yml
@@ -31,7 +31,13 @@ phases:
       # - npm install -g appium@2.1.3;
       # Note that, for iOS devices, Appium 2 is only supported on iOS version 14 and above using
       # NodeJS version 16 and above.
-      - avm 1.22.2
+      - |-
+        if printf "%s\n" "14.5" "$DEVICEFARM_DEVICE_OS_VERSION" |sort -VC;
+        then
+          avm 2.2.1;
+        else
+          avm 1.22.2;
+        fi;
       - appium --version
       # make sure install xcuitest
       - appium driver install xcuitest