diff --git a/pulsar-broker/src/main/java/org/apache/pulsar/broker/service/ServerCnx.java b/pulsar-broker/src/main/java/org/apache/pulsar/broker/service/ServerCnx.java
index a605f312c6e22..f897757d7b25f 100644
--- a/pulsar-broker/src/main/java/org/apache/pulsar/broker/service/ServerCnx.java
+++ b/pulsar-broker/src/main/java/org/apache/pulsar/broker/service/ServerCnx.java
@@ -1273,12 +1273,13 @@ protected void handleProducer(final CommandProducer cmdProducer) {
                     return null;
                 }
 
+                // Do not print stack traces for expected exceptions
                 if (cause instanceof NoSuchElementException) {
                     cause = new TopicNotFoundException("Topic Not Found.");
-                }
-                if (!Exceptions.areExceptionsPresentInChain(cause,
+                    log.info("[{}] Failed to load topic {}, producerId={}: Topic not found", remoteAddress, topicName,
+                            producerId);
+                } else if (!Exceptions.areExceptionsPresentInChain(cause,
                         ServiceUnitNotReadyException.class, ManagedLedgerException.class)) {
-                    // Do not print stack traces for expected exceptions
                     log.error("[{}] Failed to create topic {}, producerId={}",
                             remoteAddress, topicName, producerId, exception);
                 }