diff --git a/CHANGELOG.md b/CHANGELOG.md
index f53c96e4ea224..a75b94338f0b4 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -79,6 +79,7 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 - Fix bulk upsert ignores the default_pipeline and final_pipeline when auto-created index matches the index template ([#12891](https://github.com/opensearch-project/OpenSearch/pull/12891))
 - Fix NPE in ReplicaShardAllocator ([#14385](https://github.com/opensearch-project/OpenSearch/pull/14385))
 - Fix constant_keyword field type used when creating index ([#14807](https://github.com/opensearch-project/OpenSearch/pull/14807))
+- Use circuit breaker in InternalHistogram when adding empty buckets ([#14754](https://github.com/opensearch-project/OpenSearch/pull/14754))
 
 ### Security
 
diff --git a/server/src/main/java/org/opensearch/search/aggregations/bucket/histogram/InternalHistogram.java b/server/src/main/java/org/opensearch/search/aggregations/bucket/histogram/InternalHistogram.java
index a27c689127ac9..a988b911de5a3 100644
--- a/server/src/main/java/org/opensearch/search/aggregations/bucket/histogram/InternalHistogram.java
+++ b/server/src/main/java/org/opensearch/search/aggregations/bucket/histogram/InternalHistogram.java
@@ -395,6 +395,7 @@ private void addEmptyBuckets(List<Bucket> list, ReduceContext reduceContext) {
             // fill with empty buckets
             for (double key = round(emptyBucketInfo.minBound); key <= emptyBucketInfo.maxBound; key = nextKey(key)) {
                 iter.add(new Bucket(key, 0, keyed, format, reducedEmptySubAggs));
+                reduceContext.consumeBucketsAndMaybeBreak(0);
             }
         } else {
             Bucket first = list.get(iter.nextIndex());
@@ -402,11 +403,12 @@ private void addEmptyBuckets(List<Bucket> list, ReduceContext reduceContext) {
                 // fill with empty buckets until the first key
                 for (double key = round(emptyBucketInfo.minBound); key < first.key; key = nextKey(key)) {
                     iter.add(new Bucket(key, 0, keyed, format, reducedEmptySubAggs));
+                    reduceContext.consumeBucketsAndMaybeBreak(0);
                 }
             }
 
             // now adding the empty buckets within the actual data,
-            // e.g. if the data series is [1,2,3,7] there're 3 empty buckets that will be created for 4,5,6
+            // e.g. if the data series is [1,2,3,7] there are 3 empty buckets that will be created for 4,5,6
             Bucket lastBucket = null;
             do {
                 Bucket nextBucket = list.get(iter.nextIndex());
@@ -414,6 +416,7 @@ private void addEmptyBuckets(List<Bucket> list, ReduceContext reduceContext) {
                     double key = nextKey(lastBucket.key);
                     while (key < nextBucket.key) {
                         iter.add(new Bucket(key, 0, keyed, format, reducedEmptySubAggs));
+                        reduceContext.consumeBucketsAndMaybeBreak(0);
                         key = nextKey(key);
                     }
                     assert key == nextBucket.key || Double.isNaN(nextBucket.key) : "key: " + key + ", nextBucket.key: " + nextBucket.key;
@@ -424,6 +427,7 @@ private void addEmptyBuckets(List<Bucket> list, ReduceContext reduceContext) {
             // finally, adding the empty buckets *after* the actual data (based on the extended_bounds.max requested by the user)
             for (double key = nextKey(lastBucket.key); key <= emptyBucketInfo.maxBound; key = nextKey(key)) {
                 iter.add(new Bucket(key, 0, keyed, format, reducedEmptySubAggs));
+                reduceContext.consumeBucketsAndMaybeBreak(0);
             }
         }
     }
diff --git a/server/src/test/java/org/opensearch/search/aggregations/bucket/histogram/InternalHistogramTests.java b/server/src/test/java/org/opensearch/search/aggregations/bucket/histogram/InternalHistogramTests.java
index 288b22ccfcc92..98c6ac2b3de45 100644
--- a/server/src/test/java/org/opensearch/search/aggregations/bucket/histogram/InternalHistogramTests.java
+++ b/server/src/test/java/org/opensearch/search/aggregations/bucket/histogram/InternalHistogramTests.java
@@ -33,10 +33,15 @@
 package org.opensearch.search.aggregations.bucket.histogram;
 
 import org.apache.lucene.tests.util.TestUtil;
+import org.opensearch.core.common.breaker.CircuitBreaker;
+import org.opensearch.core.common.breaker.CircuitBreakingException;
 import org.opensearch.search.DocValueFormat;
 import org.opensearch.search.aggregations.BucketOrder;
+import org.opensearch.search.aggregations.InternalAggregation;
 import org.opensearch.search.aggregations.InternalAggregations;
+import org.opensearch.search.aggregations.MultiBucketConsumerService;
 import org.opensearch.search.aggregations.ParsedMultiBucketAggregation;
+import org.opensearch.search.aggregations.pipeline.PipelineAggregator;
 import org.opensearch.test.InternalAggregationTestCase;
 import org.opensearch.test.InternalMultiBucketAggregationTestCase;
 
@@ -47,6 +52,8 @@
 import java.util.Map;
 import java.util.TreeMap;
 
+import org.mockito.Mockito;
+
 public class InternalHistogramTests extends InternalMultiBucketAggregationTestCase<InternalHistogram> {
 
     private boolean keyed;
@@ -123,6 +130,42 @@ public void testHandlesNaN() {
         );
     }
 
+    public void testCircuitBreakerWhenAddEmptyBuckets() {
+        String name = randomAlphaOfLength(5);
+        double interval = 1;
+        double lowerBound = 1;
+        double upperBound = 1026;
+        List<InternalHistogram.Bucket> bucket1 = List.of(
+            new InternalHistogram.Bucket(lowerBound, 1, false, format, InternalAggregations.EMPTY)
+        );
+        List<InternalHistogram.Bucket> bucket2 = List.of(
+            new InternalHistogram.Bucket(upperBound, 1, false, format, InternalAggregations.EMPTY)
+        );
+        BucketOrder order = BucketOrder.key(true);
+        InternalHistogram.EmptyBucketInfo emptyBucketInfo = new InternalHistogram.EmptyBucketInfo(
+            interval,
+            0,
+            lowerBound,
+            upperBound,
+            InternalAggregations.EMPTY
+        );
+        InternalHistogram histogram1 = new InternalHistogram(name, bucket1, order, 0, emptyBucketInfo, format, false, null);
+        InternalHistogram histogram2 = new InternalHistogram(name, bucket2, order, 0, emptyBucketInfo, format, false, null);
+
+        CircuitBreaker breaker = Mockito.mock(CircuitBreaker.class);
+        Mockito.when(breaker.addEstimateBytesAndMaybeBreak(0, "allocated_buckets")).thenThrow(CircuitBreakingException.class);
+
+        MultiBucketConsumerService.MultiBucketConsumer bucketConsumer = new MultiBucketConsumerService.MultiBucketConsumer(0, breaker);
+        InternalAggregation.ReduceContext reduceContext = InternalAggregation.ReduceContext.forFinalReduction(
+            null,
+            null,
+            bucketConsumer,
+            PipelineAggregator.PipelineTree.EMPTY
+        );
+        expectThrows(CircuitBreakingException.class, () -> histogram1.reduce(List.of(histogram1, histogram2), reduceContext));
+        Mockito.verify(breaker, Mockito.times(1)).addEstimateBytesAndMaybeBreak(0, "allocated_buckets");
+    }
+
     @Override
     protected void assertReduced(InternalHistogram reduced, List<InternalHistogram> inputs) {
         TreeMap<Double, Long> expectedCounts = new TreeMap<>();