diff --git a/externals/kyuubi-spark-sql-engine/src/main/scala/org/apache/kyuubi/engine/spark/SparkSQLEngine.scala b/externals/kyuubi-spark-sql-engine/src/main/scala/org/apache/kyuubi/engine/spark/SparkSQLEngine.scala
index e5aa7294b..793b98d7c 100644
--- a/externals/kyuubi-spark-sql-engine/src/main/scala/org/apache/kyuubi/engine/spark/SparkSQLEngine.scala
+++ b/externals/kyuubi-spark-sql-engine/src/main/scala/org/apache/kyuubi/engine/spark/SparkSQLEngine.scala
@@ -65,8 +65,10 @@ case class SparkSQLEngine(spark: SparkSession) extends Serverable("SparkSQLEngin
   }
 
   override def stop(): Unit = {
-    eventLogging.onEvent(
-      engineStatus.copy(state = ServiceState.STOPPED.id, endTime = System.currentTimeMillis()))
+    if (!state.equals(ServiceState.LATENT)) {
+      eventLogging.onEvent(
+        engineStatus.copy(state = ServiceState.STOPPED.id, endTime = System.currentTimeMillis()))
+    }
     super.stop()
   }
 
@@ -150,7 +152,9 @@ object SparkSQLEngine extends Logging {
         currentEngine.foreach { engine =>
           val status =
             engine.engineStatus.copy(diagnostic = s"Error State SparkSQL Engine ${t.getMessage}")
-          EventLoggingService.onEvent(status)
+          if (!engine.getServiceState.equals(ServiceState.LATENT)) {
+            EventLoggingService.onEvent(status)
+          }
           error(status, t)
           engine.stop()
         }
diff --git a/externals/kyuubi-spark-sql-engine/src/main/scala/org/apache/kyuubi/engine/spark/events/EngineEvent.scala b/externals/kyuubi-spark-sql-engine/src/main/scala/org/apache/kyuubi/engine/spark/events/EngineEvent.scala
index b90b873d8..789b91bbc 100644
--- a/externals/kyuubi-spark-sql-engine/src/main/scala/org/apache/kyuubi/engine/spark/events/EngineEvent.scala
+++ b/externals/kyuubi-spark-sql-engine/src/main/scala/org/apache/kyuubi/engine/spark/events/EngineEvent.scala
@@ -98,13 +98,18 @@ object EngineEvent {
     val webUrl = sc.getConf.getOption(
       "spark.org.apache.hadoop.yarn.server.webproxy.amfilter.AmIpFilter.param.PROXY_URI_BASES")
       .orElse(sc.uiWebUrl).getOrElse("")
+    val connectionUrl = if (engine.getServiceState.equals(ServiceState.LATENT)) {
+      null
+    } else {
+      engine.connectionUrl
+    }
     new EngineEvent(
       sc.applicationId,
       sc.applicationAttemptId,
       sc.appName,
       sc.sparkUser,
       engine.getConf.get(ENGINE_SHARE_LEVEL),
-      engine.connectionUrl,
+      connectionUrl,
       sc.master,
       sc.version,
       webUrl,