diff --git a/backends-velox/src/test/scala/org/apache/gluten/execution/VeloxTPCHSuite.scala b/backends-velox/src/test/scala/org/apache/gluten/execution/VeloxTPCHSuite.scala
index 0e94c242c1db..b87f8c05eaa0 100644
--- a/backends-velox/src/test/scala/org/apache/gluten/execution/VeloxTPCHSuite.scala
+++ b/backends-velox/src/test/scala/org/apache/gluten/execution/VeloxTPCHSuite.scala
@@ -48,6 +48,7 @@ abstract class VeloxTPCHTableSupport extends VeloxWholeStageTransformerSuite {
       .set("spark.memory.offHeap.size", "2g")
       .set("spark.unsafe.exceptionOnMemoryLeak", "true")
       .set("spark.sql.autoBroadcastJoinThreshold", "-1")
+      .set("spark.gluten.sql.columnar.backend.velox.glogSeverityLevel", "0")
     // TODO Should enable this after fix the issue of native plan detail occasional disappearance
     // .set("spark.gluten.sql.injectNativePlanStringToExplain", "true")
   }
diff --git a/gluten-core/src/main/scala/org/apache/gluten/GlutenPlugin.scala b/gluten-core/src/main/scala/org/apache/gluten/GlutenPlugin.scala
index 5d25de3aeb0f..5e0c1758d0b4 100644
--- a/gluten-core/src/main/scala/org/apache/gluten/GlutenPlugin.scala
+++ b/gluten-core/src/main/scala/org/apache/gluten/GlutenPlugin.scala
@@ -181,7 +181,7 @@ private[gluten] class GlutenDriverPlugin extends DriverPlugin with Logging {
         1024 * 1024 * 1024
       }
 
-    val overheadSize : Long = SparkResourceUtil.getMemoryOverheadSize(conf)
+    val overheadSize: Long = SparkResourceUtil.getMemoryOverheadSize(conf)
     conf.set(GlutenConfig.GLUTEN_OVERHEAD_SIZE_IN_BYTES_KEY, overheadSize.toString)
 
     // If dynamic off-heap sizing is enabled, the off-heap size is calculated based on the on-heap
diff --git a/gluten-core/src/main/scala/org/apache/spark/util/SparkResourceUtil.scala b/gluten-core/src/main/scala/org/apache/spark/util/SparkResourceUtil.scala
index d298ab481a0c..890ea31b6f1b 100644
--- a/gluten-core/src/main/scala/org/apache/spark/util/SparkResourceUtil.scala
+++ b/gluten-core/src/main/scala/org/apache/spark/util/SparkResourceUtil.scala
@@ -87,9 +87,9 @@ object SparkResourceUtil extends Logging {
     val overheadMib = conf.get(EXECUTOR_MEMORY_OVERHEAD).getOrElse {
       val executorMemMib = conf.get(EXECUTOR_MEMORY)
       val factor =
-        conf.getDouble("spark.executor.memoryOverheadFactor", 0.1D)
+        conf.getDouble("spark.executor.memoryOverheadFactor", 0.1d)
       val minMib = conf.getLong("spark.executor.minMemoryOverhead", 384L)
-      (executorMemMib * factor).toLong max minMib
+      (executorMemMib * factor).toLong.max(minMib)
     }
     ByteUnit.MiB.toBytes(overheadMib)
   }