diff --git a/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/TypeCoercion.scala b/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/TypeCoercion.scala
index 1fdec89e258a7..3125f8cb732db 100644
--- a/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/TypeCoercion.scala
+++ b/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/TypeCoercion.scala
@@ -59,7 +59,7 @@ object TypeCoercion {
       CaseWhenCoercion ::
       IfCoercion ::
       StackCoercion ::
-      Division ::
+      Division(conf) ::
       ImplicitTypeCasts ::
       DateTimeOperations ::
       WindowFrameCoercion ::
@@ -666,7 +666,7 @@ object TypeCoercion {
    * Hive only performs integral division with the DIV operator. The arguments to / are always
    * converted to fractional types.
    */
-  object Division extends TypeCoercionRule {
+  case class Division(conf: SQLConf)  extends TypeCoercionRule {
     override protected def coerceTypes(
         plan: LogicalPlan): LogicalPlan = plan resolveExpressions {
       // Skip nodes who has not been resolved yet,
@@ -677,7 +677,12 @@ object TypeCoercion {
       case d: Divide if d.dataType == DoubleType => d
       case d: Divide if d.dataType.isInstanceOf[DecimalType] => d
       case Divide(left, right) if isNumericOrNull(left) && isNumericOrNull(right) =>
-        Divide(Cast(left, DoubleType), Cast(right, DoubleType))
+        (left.dataType, right.dataType) match {
+          case (_: IntegralType, _: IntegralType) if conf.preferIntegralDivision =>
+            IntegralDivide(left, right)
+          case _ =>
+            Divide(Cast(left, DoubleType), Cast(right, DoubleType))
+        }
     }
 
     private def isNumericOrNull(ex: Expression): Boolean = {
diff --git a/sql/catalyst/src/main/scala/org/apache/spark/sql/internal/SQLConf.scala b/sql/catalyst/src/main/scala/org/apache/spark/sql/internal/SQLConf.scala
index f76103e141d0f..57f5128fd4fbe 100644
--- a/sql/catalyst/src/main/scala/org/apache/spark/sql/internal/SQLConf.scala
+++ b/sql/catalyst/src/main/scala/org/apache/spark/sql/internal/SQLConf.scala
@@ -1524,6 +1524,12 @@ object SQLConf {
     .booleanConf
     .createWithDefault(false)
 
+  val PREFER_INTEGRAL_DIVISION = buildConf("spark.sql.function.preferIntegralDivision")
+    .doc("When true, will perform integral division with the / operator " +
+      "if both sides are integral types.")
+    .booleanConf
+    .createWithDefault(false)
+
   val ALLOW_CREATING_MANAGED_TABLE_USING_NONEMPTY_LOCATION =
     buildConf("spark.sql.legacy.allowCreatingManagedTableUsingNonemptyLocation")
     .internal()
@@ -2294,6 +2300,8 @@ class SQLConf extends Serializable with Logging {
 
   def eltOutputAsString: Boolean = getConf(ELT_OUTPUT_AS_STRING)
 
+  def preferIntegralDivision: Boolean = getConf(PREFER_INTEGRAL_DIVISION)
+
   def allowCreatingManagedTableUsingNonemptyLocation: Boolean =
     getConf(ALLOW_CREATING_MANAGED_TABLE_USING_NONEMPTY_LOCATION)
 
diff --git a/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/analysis/TypeCoercionSuite.scala b/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/analysis/TypeCoercionSuite.scala
index a725e4b608a5f..949bb30d15503 100644
--- a/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/analysis/TypeCoercionSuite.scala
+++ b/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/analysis/TypeCoercionSuite.scala
@@ -1456,7 +1456,7 @@ class TypeCoercionSuite extends AnalysisTest {
 
   test("SPARK-15776 Divide expression's dataType should be casted to Double or Decimal " +
     "in aggregation function like sum") {
-    val rules = Seq(FunctionArgumentConversion, Division)
+    val rules = Seq(FunctionArgumentConversion, Division(conf))
     // Casts Integer to Double
     ruleTest(rules, sum(Divide(4, 3)), sum(Divide(Cast(4, DoubleType), Cast(3, DoubleType))))
     // Left expression is Double, right expression is Int. Another rule ImplicitTypeCasts will
@@ -1475,12 +1475,35 @@ class TypeCoercionSuite extends AnalysisTest {
   }
 
   test("SPARK-17117 null type coercion in divide") {
-    val rules = Seq(FunctionArgumentConversion, Division, ImplicitTypeCasts)
+    val rules = Seq(FunctionArgumentConversion, Division(conf), ImplicitTypeCasts)
     val nullLit = Literal.create(null, NullType)
     ruleTest(rules, Divide(1L, nullLit), Divide(Cast(1L, DoubleType), Cast(nullLit, DoubleType)))
     ruleTest(rules, Divide(nullLit, 1L), Divide(Cast(nullLit, DoubleType), Cast(1L, DoubleType)))
   }
 
+  test("SPARK-28395 Division operator support integral division") {
+    val rules = Seq(FunctionArgumentConversion, Division(conf))
+    Seq(true, false).foreach { preferIntegralDivision =>
+      withSQLConf(SQLConf.PREFER_INTEGRAL_DIVISION.key -> s"$preferIntegralDivision") {
+        val result1 = if (preferIntegralDivision) {
+          IntegralDivide(1L, 1L)
+        } else {
+          Divide(Cast(1L, DoubleType), Cast(1L, DoubleType))
+        }
+        ruleTest(rules, Divide(1L, 1L), result1)
+        val result2 = if (preferIntegralDivision) {
+          IntegralDivide(1, Cast(1, ShortType))
+        } else {
+          Divide(Cast(1, DoubleType), Cast(Cast(1, ShortType), DoubleType))
+        }
+        ruleTest(rules, Divide(1, Cast(1, ShortType)), result2)
+
+        ruleTest(rules, Divide(1L, 1D), Divide(Cast(1L, DoubleType), Cast(1D, DoubleType)))
+        ruleTest(rules, Divide(Decimal(1.1), 1L), Divide(Decimal(1.1), 1L))
+      }
+    }
+  }
+
   test("binary comparison with string promotion") {
     val rule = TypeCoercion.PromoteStrings(conf)
     ruleTest(rule,