mxm commented on code in PR #921:
URL: 
https://github.com/apache/flink-kubernetes-operator/pull/921#discussion_r1879606901


##########
flink-autoscaler/src/main/java/org/apache/flink/autoscaler/config/AutoScalerOptions.java:
##########
@@ -89,13 +89,17 @@ private static ConfigOptions.OptionBuilder 
autoScalerConfig(String key) {
                                     + "seconds suffix, daily expression's 
formation is startTime-endTime, such as 9:30:30-10:50:20, when exclude from 
9:30:30-10:50:20 in Monday and Thursday "
                                     + "we can express it as 9:30:30-10:50:20 
&& * * * ? * 2,5");
 
-    public static final ConfigOption<Double> TARGET_UTILIZATION =
-            autoScalerConfig("target.utilization")
+    public static final ConfigOption<Double> UTILIZATION_TARGET =
+            autoScalerConfig("utilization.target")

Review Comment:
   Do we have to change this well-established key? This might confuse users, 
even though we have a fallback.



##########
flink-autoscaler/src/main/java/org/apache/flink/autoscaler/config/AutoScalerOptions.java:
##########
@@ -89,13 +89,17 @@ private static ConfigOptions.OptionBuilder 
autoScalerConfig(String key) {
                                     + "seconds suffix, daily expression's 
formation is startTime-endTime, such as 9:30:30-10:50:20, when exclude from 
9:30:30-10:50:20 in Monday and Thursday "
                                     + "we can express it as 9:30:30-10:50:20 
&& * * * ? * 2,5");
 
-    public static final ConfigOption<Double> TARGET_UTILIZATION =
-            autoScalerConfig("target.utilization")
+    public static final ConfigOption<Double> UTILIZATION_TARGET =
+            autoScalerConfig("utilization.target")

Review Comment:
   I understand its cleaner, but perhaps we can simply add the new keys and 
leave this unchanged?



##########
flink-autoscaler/src/main/java/org/apache/flink/autoscaler/ScalingMetricEvaluator.java:
##########
@@ -296,8 +297,16 @@ protected static void computeProcessingRateThresholds(
             upperUtilization = 1.0;
             lowerUtilization = 0.0;
         } else {
-            upperUtilization = targetUtilization + utilizationBoundary;
-            lowerUtilization = targetUtilization - utilizationBoundary;
+            if (conf.getOptional(UTILIZATION_MAX).isPresent()
+                    || conf.getOptional(UTILIZATION_MIN).isPresent()
+                    || 
conf.getOptional(TARGET_UTILIZATION_BOUNDARY).isEmpty()) {
+                upperUtilization = conf.get(UTILIZATION_MAX);
+                lowerUtilization = conf.get(UTILIZATION_MIN);

Review Comment:
   I'm wondering whether the logic should be the following? 
   
   ```suggestion
               if (conf.getOptional(UTILIZATION_MAX).isPresent()
                       && conf.getOptional(UTILIZATION_MIN).isPresent()) {
                   upperUtilization = conf.get(UTILIZATION_MAX);
                   lowerUtilization = conf.get(UTILIZATION_MIN);
   ```



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