diff --git a/core/src/main/scala/com/nvidia/spark/rapids/tool/profiling/Analysis.scala b/core/src/main/scala/com/nvidia/spark/rapids/tool/profiling/Analysis.scala
index 62e63d3d2..d8d7b7f62 100644
--- a/core/src/main/scala/com/nvidia/spark/rapids/tool/profiling/Analysis.scala
+++ b/core/src/main/scala/com/nvidia/spark/rapids/tool/profiling/Analysis.scala
@@ -1,5 +1,5 @@
 /*
- * Copyright (c) 2021-2023, NVIDIA CORPORATION.
+ * Copyright (c) 2021-2024, NVIDIA CORPORATION.
  *
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
@@ -388,11 +388,12 @@ class Analysis(apps: Seq[ApplicationInfo]) {
     val allRows = apps.flatMap { app =>
       app.sqlIdToInfo.map { case (sqlId, sqlCase) =>
         SQLDurationExecutorTimeProfileResult(app.index, app.appId, sqlId, sqlCase.duration,
-          sqlCase.hasDatasetOrRDD, app.appInfo.duration, sqlCase.problematic,
+          sqlCase.hasDatasetOrRDD,
+          Option(app.appInfo).flatMap(_.duration).orElse(Option(0L)),
+          sqlCase.problematic,
           sqlCase.sqlCpuTimePercent)
       }
     }
-
     if (allRows.size > 0) {
       val sortedRows = allRows.sortBy { cols =>
         val sortDur = cols.duration.getOrElse(0L)
diff --git a/core/src/main/scala/com/nvidia/spark/rapids/tool/profiling/CollectInformation.scala b/core/src/main/scala/com/nvidia/spark/rapids/tool/profiling/CollectInformation.scala
index 6b577f437..15b68a46f 100644
--- a/core/src/main/scala/com/nvidia/spark/rapids/tool/profiling/CollectInformation.scala
+++ b/core/src/main/scala/com/nvidia/spark/rapids/tool/profiling/CollectInformation.scala
@@ -1,5 +1,5 @@
 /*
- * Copyright (c) 2021-2023, NVIDIA CORPORATION.
+ * Copyright (c) 2021-2024, NVIDIA CORPORATION.
  *
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
@@ -34,13 +34,13 @@ case class StageMetrics(numTasks: Int, duration: String)
 class CollectInformation(apps: Seq[ApplicationInfo]) extends Logging {
 
   def getAppInfo: Seq[AppInfoProfileResults] = {
-    val allRows = apps.map { app =>
-      val a = app.appInfo
+    val allRows = apps.collect {
+      case app if app.appInfo != null => val a = app.appInfo
       AppInfoProfileResults(app.index, a.appName, a.appId,
         a.sparkUser,  a.startTime, a.endTime, a.duration,
         a.durationStr, a.sparkVersion, a.pluginEnabled)
     }
-    if (allRows.size > 0) {
+    if (allRows.nonEmpty) {
       allRows.sortBy(cols => (cols.appIndex))
     } else {
       Seq.empty
@@ -48,11 +48,11 @@ class CollectInformation(apps: Seq[ApplicationInfo]) extends Logging {
   }
 
   def getAppLogPath: Seq[AppLogPathProfileResults] = {
-    val allRows = apps.map { app =>
-      val a = app.appInfo
+    val allRows = apps.collect {
+      case app if app.appInfo != null => val a = app.appInfo
       AppLogPathProfileResults(app.index, a.appName, a.appId, app.eventLogPath)
     }
-    if (allRows.size > 0) {
+    if (allRows.nonEmpty) {
       allRows.sortBy(cols => (cols.appIndex))
     } else {
       Seq.empty
diff --git a/core/src/test/scala/com/nvidia/spark/rapids/tool/profiling/AnalysisSuite.scala b/core/src/test/scala/com/nvidia/spark/rapids/tool/profiling/AnalysisSuite.scala
index 44c87fc32..05ff06851 100644
--- a/core/src/test/scala/com/nvidia/spark/rapids/tool/profiling/AnalysisSuite.scala
+++ b/core/src/test/scala/com/nvidia/spark/rapids/tool/profiling/AnalysisSuite.scala
@@ -1,5 +1,5 @@
 /*
- * Copyright (c) 2021-2022, NVIDIA CORPORATION.
+ * Copyright (c) 2021-2024, NVIDIA CORPORATION.
  *
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
@@ -138,4 +138,17 @@ class AnalysisSuite extends FunSuite {
     val containsDs = sqlDurAndCpu.filter(_.containsDataset === true)
     assert(containsDs.size == 1)
   }
+
+  test("test duration for null appInfo") {
+    val qualLogDir = ToolTestUtils.getTestResourcePath("spark-events-qualification")
+    val logs = Array(s"$qualLogDir/dataset_eventlog")
+
+    val apps = ToolTestUtils.processProfileApps(logs, sparkSession)
+    apps.foreach { app =>
+      app.appInfo = null
+    }
+    val analysis = new Analysis(apps)
+    val metrics = analysis.sqlMetricsAggregationDurationAndCpuTime()
+    metrics.foreach(m => assert(m.appDuration.get == 0L))
+  }
 }