diff --git a/datastream-server-restli/src/test/java/com/linkedin/datastream/server/TestCoordinator.java b/datastream-server-restli/src/test/java/com/linkedin/datastream/server/TestCoordinator.java
index 73f9ccee5..f3e37084e 100644
--- a/datastream-server-restli/src/test/java/com/linkedin/datastream/server/TestCoordinator.java
+++ b/datastream-server-restli/src/test/java/com/linkedin/datastream/server/TestCoordinator.java
@@ -3617,8 +3617,7 @@ public void testThroughputViolatingTopicsHandlingForSingleDatastream() throws Ex
     Properties properties = new Properties();
     properties.put(CoordinatorConfig.CONFIG_ENABLE_THROUGHPUT_VIOLATING_TOPICS_HANDLING, Boolean.TRUE.toString());
     Coordinator coordinator = createCoordinator(_zkConnectionString, testCluster, properties);
-    String numThroughputViolatingTopicsMetric = String.format("%s.%s.%s", Coordinator.class.getSimpleName(),
-        coordinator.getNumThroughputViolatingTopicsMetricName(), streamName);
+    String numThroughputViolatingTopicsMetric = getNumThroughputViolatingTopicsMetric(streamName);
     TestHookConnector connector1 = new TestHookConnector("connector1", connectorType);
     coordinator.addConnector(connectorType, connector1, new BroadcastStrategy(Optional.empty()), false,
         new SourceBasedDeduper(), null);
@@ -3731,8 +3730,7 @@ public void testThroughputViolatingTopicsHandlingForSingleDatastreamOnCreate() t
     Properties properties = new Properties();
     properties.put(CoordinatorConfig.CONFIG_ENABLE_THROUGHPUT_VIOLATING_TOPICS_HANDLING, Boolean.TRUE.toString());
     Coordinator coordinator = createCoordinator(_zkConnectionString, testCluster, properties);
-    String numThroughputViolatingTopicsMetric = String.format("%s.%s.%s", Coordinator.class.getSimpleName(),
-        coordinator.getNumThroughputViolatingTopicsMetricName(), streamName);
+    String numThroughputViolatingTopicsMetric = getNumThroughputViolatingTopicsMetric(streamName);
     TestHookConnector connector1 = new TestHookConnector("connector1", connectorType);
     coordinator.addConnector(connectorType, connector1, new BroadcastStrategy(Optional.empty()), false,
         new SourceBasedDeduper(), null);
@@ -3778,11 +3776,9 @@ public void testThroughputViolatingTopicsHandlingForMultipleDatastreams() throws
     properties.put(CoordinatorConfig.CONFIG_ENABLE_THROUGHPUT_VIOLATING_TOPICS_HANDLING, Boolean.TRUE.toString());
     Coordinator coordinator = createCoordinator(_zkConnectionString, testCluster, properties);
     String numThroughputViolatingTopicsMetricForFirstDatastream =
-        String.format("%s.%s.%s", Coordinator.class.getSimpleName(),
-            coordinator.getNumThroughputViolatingTopicsMetricName(), streamName1);
+        getNumThroughputViolatingTopicsMetric(streamName1);
     String numThroughputViolatingTopicsMetricForSecondDatastream =
-        String.format("%s.%s.%s", Coordinator.class.getSimpleName(),
-            coordinator.getNumThroughputViolatingTopicsMetricName(), streamName2);
+        getNumThroughputViolatingTopicsMetric(streamName2);
     TestHookConnector connector1 = new TestHookConnector("connector1", connectorType);
     coordinator.addConnector(connectorType, connector1, new BroadcastStrategy(Optional.empty()), false,
         new SourceBasedDeduper(), null);
@@ -3903,8 +3899,7 @@ public void testThroughputViolatingTopicsHandlingForSingleDatastreamOnCreateWith
     Properties properties = new Properties();
     properties.put(CoordinatorConfig.CONFIG_ENABLE_THROUGHPUT_VIOLATING_TOPICS_HANDLING, Boolean.TRUE.toString());
     Coordinator coordinator = createCoordinator(_zkConnectionString, testCluster, properties);
-    String numThroughputViolatingTopicsMetric = String.format("%s.%s.%s", Coordinator.class.getSimpleName(),
-        coordinator.getNumThroughputViolatingTopicsMetricName(), streamName);
+    String numThroughputViolatingTopicsMetric = getNumThroughputViolatingTopicsMetric(streamName);
     TestHookConnector connector1 = new TestHookConnector("connector1", connectorType);
     coordinator.addConnector(connectorType, connector1, new BroadcastStrategy(Optional.empty()), false,
         new SourceBasedDeduper(), null);
@@ -3951,6 +3946,12 @@ private BooleanSupplier validateIfViolatingTopicsAreReflectedInServer(Datastream
         && requestedThroughputViolatingTopics.containsAll(fetchedViolatingTopicsFromStore);
   }
 
+  // Formats the numThroughputViolatingTopics Metric String
+  private String getNumThroughputViolatingTopicsMetric(String key) {
+    return String.format("%s.%s.%s", Coordinator.class.getSimpleName(), key,
+        Coordinator.getNumThroughputViolatingTopicsMetricName());
+  }
+
   // helper method: assert that within a timeout value, the connector are assigned the specific
   // tasks with the specified names.
   private void assertConnectorAssignment(TestHookConnector connector, long timeoutMs, String... datastreamNames)
diff --git a/datastream-server/src/main/java/com/linkedin/datastream/server/Coordinator.java b/datastream-server/src/main/java/com/linkedin/datastream/server/Coordinator.java
index 13ab90941..980e96812 100644
--- a/datastream-server/src/main/java/com/linkedin/datastream/server/Coordinator.java
+++ b/datastream-server/src/main/java/com/linkedin/datastream/server/Coordinator.java
@@ -526,9 +526,8 @@ private void populateThroughputViolatingTopicsMap(List<DatastreamGroup> datastre
           _log.info("For datastream {}, Successfully reported throughput violating topics : {}", datastream.getName(),
               violatingTopics);
         }
-        _metrics.registerOrSetGauge(
-            String.format("%s.%s", CoordinatorMetrics.NUM_THROUGHPUT_VIOLATING_TOPICS_PER_DATASTREAM,
-                datastream.getName()), () -> violatingTopics.length);
+        _metrics.registerOrSetKeyedGauge(datastream.getName(),
+            CoordinatorMetrics.NUM_THROUGHPUT_VIOLATING_TOPICS_PER_DATASTREAM, () -> violatingTopics.length);
       }));
     } finally {
       _throughputViolatingTopicsMapWriteLock.unlock();
@@ -2321,7 +2320,7 @@ CoordinatorConfig getConfig() {
   }
 
   @VisibleForTesting
-  String getNumThroughputViolatingTopicsMetricName() {
+  static String getNumThroughputViolatingTopicsMetricName() {
     return CoordinatorMetrics.NUM_THROUGHPUT_VIOLATING_TOPICS_PER_DATASTREAM;
   }
 
@@ -2478,6 +2477,10 @@ private void registerGaugeMetrics() {
           .put(ZK_SESSION_EXPIRED, () -> _coordinator.isZkSessionExpired() ? 1 : 0)
           .build();
       gaugeMetrics.forEach(this::registerGauge);
+
+      // For dynamic datastream prefixed gauge metric reporting num throughput violating topics
+      _metricInfos.add(new BrooklinGaugeInfo(_coordinator.buildMetricName(MODULE,
+          MetricsAware.KEY_REGEX + NUM_THROUGHPUT_VIOLATING_TOPICS_PER_DATASTREAM)));
     }
 
     private void registerCounterMetrics() {
@@ -2497,10 +2500,9 @@ private void registerGauge(String metricName, Supplier<?> valueSupplier) {
     }
 
     // registers a new gauge or updates the supplier for the gauge if it already exists
-    private <T> void registerOrSetGauge(String metricName, Supplier<T> valueSupplier) {
-      _dynamicMetricsManager.setGauge(_dynamicMetricsManager.registerGauge(MODULE, metricName, valueSupplier),
+    private <T> void registerOrSetKeyedGauge(String key, String metricName, Supplier<T> valueSupplier) {
+      _dynamicMetricsManager.setGauge(_dynamicMetricsManager.registerGauge(MODULE, key, metricName, valueSupplier),
           valueSupplier);
-      _metricInfos.add(new BrooklinGaugeInfo(_coordinator.buildMetricName(MODULE, metricName)));
     }
 
     private void registerCounter(Counter metric) {
diff --git a/datastream-server/src/main/java/com/linkedin/datastream/server/EventProducer.java b/datastream-server/src/main/java/com/linkedin/datastream/server/EventProducer.java
index e528bb7f1..c1aeeaae5 100644
--- a/datastream-server/src/main/java/com/linkedin/datastream/server/EventProducer.java
+++ b/datastream-server/src/main/java/com/linkedin/datastream/server/EventProducer.java
@@ -619,6 +619,10 @@ public static List<BrooklinMetricInfo> getMetricInfos() {
         Arrays.asList(BrooklinHistogramInfo.PERCENTILE_50, BrooklinHistogramInfo.PERCENTILE_99,
             BrooklinHistogramInfo.PERCENTILE_999))));
     metrics.add(new BrooklinHistogramInfo(METRICS_PREFIX + EVENTS_SEND_LATENCY_MS_STRING));
+    metrics.add(new BrooklinHistogramInfo(METRICS_PREFIX + THROUGHPUT_VIOLATING_EVENTS_LATENCY_MS_STRING, Optional.of(
+        Arrays.asList(BrooklinHistogramInfo.PERCENTILE_50, BrooklinHistogramInfo.PERCENTILE_99,
+            BrooklinHistogramInfo.PERCENTILE_999))));
+    metrics.add(new BrooklinHistogramInfo(METRICS_PREFIX + THROUGHPUT_VIOLATING_EVENTS_SEND_LATENCY_MS_STRING));
     metrics.add(new BrooklinHistogramInfo(METRICS_PREFIX + FLUSH_LATENCY_MS_STRING));
 
     return Collections.unmodifiableList(metrics);
diff --git a/gradle/maven.gradle b/gradle/maven.gradle
index 91465b20e..e6f8f7eed 100644
--- a/gradle/maven.gradle
+++ b/gradle/maven.gradle
@@ -1,5 +1,5 @@
 allprojects {
-  version = "5.3.2-SNAPSHOT"
+  version = "5.3.5-SNAPSHOT"
 }
 
 subprojects {