diff --git a/hadoop-yarn-project/CHANGES.txt b/hadoop-yarn-project/CHANGES.txt
index 815d35c4575..69acb61ae09 100644
--- a/hadoop-yarn-project/CHANGES.txt
+++ b/hadoop-yarn-project/CHANGES.txt
@@ -182,6 +182,9 @@ Release 2.8.0 - UNRELEASED
     YARN-3587. Fix the javadoc of DelegationTokenSecretManager in yarn, etc. 
     projects. (Gabor Liptak via junping_du)
 
+    YARN-3513. Remove unused variables in ContainersMonitorImpl and add debug
+    log for overall resource usage by all containers. (Naganarasimha G R via devaraj)
+
   OPTIMIZATIONS
 
     YARN-3339. TestDockerContainerExecutor should pull a single image and not
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/main/java/org/apache/hadoop/yarn/server/nodemanager/containermanager/monitor/ContainersMonitorImpl.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/main/java/org/apache/hadoop/yarn/server/nodemanager/containermanager/monitor/ContainersMonitorImpl.java
index 76bbda12f6a..d1e5e01e4e8 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/main/java/org/apache/hadoop/yarn/server/nodemanager/containermanager/monitor/ContainersMonitorImpl.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/main/java/org/apache/hadoop/yarn/server/nodemanager/containermanager/monitor/ContainersMonitorImpl.java
@@ -389,8 +389,10 @@ public void run() {
 
         // Now do the monitoring for the trackingContainers
         // Check memory usage and kill any overflowing containers
-        long vmemStillInUsage = 0;
-        long pmemStillInUsage = 0;
+        long vmemUsageByAllContainers = 0;
+        long pmemByAllContainers = 0;
+        long cpuUsagePercentPerCoreByAllContainers = 0;
+        long cpuUsageTotalCoresByAllContainers = 0;
         for (Iterator<Map.Entry<ContainerId, ProcessTreeInfo>> it =
             trackingContainers.entrySet().iterator(); it.hasNext();) {
 
@@ -504,6 +506,13 @@ && isProcessTreeOverLimit(containerId.toString(),
               containerExitStatus = ContainerExitStatus.KILLED_EXCEEDED_PMEM;
             }
 
+            // Accounting the total memory in usage for all containers
+            vmemUsageByAllContainers += currentVmemUsage;
+            pmemByAllContainers += currentPmemUsage;
+            // Accounting the total cpu usage for all containers
+            cpuUsagePercentPerCoreByAllContainers += cpuUsagePercentPerCore;
+            cpuUsageTotalCoresByAllContainers += cpuUsagePercentPerCore;
+
             if (isMemoryOverLimit) {
               // Virtual or physical memory over limit. Fail the container and
               // remove
@@ -520,12 +529,6 @@ && isProcessTreeOverLimit(containerId.toString(),
                       containerExitStatus, msg));
               it.remove();
               LOG.info("Removed ProcessTree with root " + pId);
-            } else {
-              // Accounting the total memory in usage for all containers that
-              // are still
-              // alive and within limits.
-              vmemStillInUsage += currentVmemUsage;
-              pmemStillInUsage += currentPmemUsage;
             }
           } catch (Exception e) {
             // Log the exception and proceed to the next container.
@@ -533,6 +536,14 @@ && isProcessTreeOverLimit(containerId.toString(),
                 + "while managing memory of " + containerId, e);
           }
         }
+        if (LOG.isDebugEnabled()) {
+          LOG.debug("Total Resource Usage stats in NM by all containers : "
+              + "Virtual Memory= " + vmemUsageByAllContainers
+              + ", Physical Memory= " + pmemByAllContainers
+              + ", Total CPU usage= " + cpuUsageTotalCoresByAllContainers
+              + ", Total CPU(% per core) usage"
+              + cpuUsagePercentPerCoreByAllContainers);
+        }
 
         try {
           Thread.sleep(monitoringInterval);