diff --git a/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/Analyzer.scala b/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/Analyzer.scala
index 2c269478ee7eff4db157b5632dd5fe62ba54fe79..9a92330f75f6f45ca6174a42004ef7ec4aa1f2a4 100644
--- a/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/Analyzer.scala
+++ b/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/Analyzer.scala
@@ -177,14 +177,16 @@ class Analyzer(
     private def assignAliases(exprs: Seq[NamedExpression]) = {
       exprs.zipWithIndex.map {
         case (expr, i) =>
-          expr.transformUp { case u @ UnresolvedAlias(child, optionalAliasName) =>
+          expr.transformUp { case u @ UnresolvedAlias(child, optGenAliasFunc) =>
             child match {
               case ne: NamedExpression => ne
               case e if !e.resolved => u
               case g: Generator => MultiAlias(g, Nil)
               case c @ Cast(ne: NamedExpression, _) => Alias(c, ne.name)()
               case e: ExtractValue => Alias(e, toPrettySQL(e))()
-              case e => Alias(e, optionalAliasName.getOrElse(toPrettySQL(e)))()
+              case e if optGenAliasFunc.isDefined =>
+                Alias(child, optGenAliasFunc.get.apply(e))()
+              case e => Alias(e, toPrettySQL(e))()
             }
           }
       }.asInstanceOf[Seq[NamedExpression]]
diff --git a/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/unresolved.scala b/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/unresolved.scala
index 1f1897dc36df212d23a2f7dd1f3dfab035d09424..e953eda7843c96974d7763665a5ef997acc84df0 100644
--- a/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/unresolved.scala
+++ b/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/unresolved.scala
@@ -325,10 +325,13 @@ case class UnresolvedExtractValue(child: Expression, extraction: Expression)
  * Holds the expression that has yet to be aliased.
  *
  * @param child The computation that is needs to be resolved during analysis.
- * @param aliasName The name if specified to be associated with the result of computing [[child]]
+ * @param aliasFunc The function if specified to be called to generate an alias to associate
+ *                  with the result of computing [[child]]
  *
  */
-case class UnresolvedAlias(child: Expression, aliasName: Option[String] = None)
+case class UnresolvedAlias(
+    child: Expression,
+    aliasFunc: Option[Expression => String] = None)
   extends UnaryExpression with NamedExpression with Unevaluable {
 
   override def toAttribute: Attribute = throw new UnresolvedException(this, "toAttribute")
diff --git a/sql/core/src/main/scala/org/apache/spark/sql/Column.scala b/sql/core/src/main/scala/org/apache/spark/sql/Column.scala
index 9b8334d334e4d1e19959a8f2502d3a2ab48e4531..204af719b2c59c9fe2b7245b05d1dfb900606044 100644
--- a/sql/core/src/main/scala/org/apache/spark/sql/Column.scala
+++ b/sql/core/src/main/scala/org/apache/spark/sql/Column.scala
@@ -24,6 +24,7 @@ import org.apache.spark.internal.Logging
 import org.apache.spark.sql.catalyst.analysis._
 import org.apache.spark.sql.catalyst.encoders.{encoderFor, ExpressionEncoder}
 import org.apache.spark.sql.catalyst.expressions._
+import org.apache.spark.sql.catalyst.expressions.aggregate.AggregateExpression
 import org.apache.spark.sql.catalyst.parser.CatalystSqlParser
 import org.apache.spark.sql.catalyst.util.usePrettyExpression
 import org.apache.spark.sql.execution.aggregate.TypedAggregateExpression
@@ -37,6 +38,14 @@ private[sql] object Column {
   def apply(expr: Expression): Column = new Column(expr)
 
   def unapply(col: Column): Option[Expression] = Some(col.expr)
+
+  private[sql] def generateAlias(e: Expression): String = {
+    e match {
+      case a: AggregateExpression if a.aggregateFunction.isInstanceOf[TypedAggregateExpression] =>
+        a.aggregateFunction.toString
+      case expr => usePrettyExpression(expr).sql
+    }
+  }
 }
 
 /**
@@ -145,7 +154,7 @@ class Column(protected[sql] val expr: Expression) extends Logging {
 
     case jt: JsonTuple => MultiAlias(jt, Nil)
 
-    case func: UnresolvedFunction => UnresolvedAlias(func, Some(usePrettyExpression(func).sql))
+    case func: UnresolvedFunction => UnresolvedAlias(func, Some(Column.generateAlias))
 
     // If we have a top level Cast, there is a chance to give it a better alias, if there is a
     // NamedExpression under this Cast.
@@ -156,9 +165,14 @@ class Column(protected[sql] val expr: Expression) extends Logging {
       case other => Alias(expr, usePrettyExpression(expr).sql)()
     }
 
+    case a: AggregateExpression if a.aggregateFunction.isInstanceOf[TypedAggregateExpression] =>
+      UnresolvedAlias(a, Some(Column.generateAlias))
+
     case expr: Expression => Alias(expr, usePrettyExpression(expr).sql)()
   }
 
+
+
   override def toString: String = usePrettyExpression(expr).sql
 
   override def equals(that: Any): Boolean = that match {
diff --git a/sql/core/src/main/scala/org/apache/spark/sql/RelationalGroupedDataset.scala b/sql/core/src/main/scala/org/apache/spark/sql/RelationalGroupedDataset.scala
index 4f5bf633fab2eb7f87d67e86ed08d0b8b0c46e3f..b0e48a6553a45733aa0b2ef0a11978c685f5d1a8 100644
--- a/sql/core/src/main/scala/org/apache/spark/sql/RelationalGroupedDataset.scala
+++ b/sql/core/src/main/scala/org/apache/spark/sql/RelationalGroupedDataset.scala
@@ -25,6 +25,7 @@ import org.apache.spark.sql.catalyst.expressions._
 import org.apache.spark.sql.catalyst.expressions.aggregate._
 import org.apache.spark.sql.catalyst.plans.logical.{Aggregate, Pivot}
 import org.apache.spark.sql.catalyst.util.usePrettyExpression
+import org.apache.spark.sql.execution.aggregate.TypedAggregateExpression
 import org.apache.spark.sql.internal.SQLConf
 import org.apache.spark.sql.types.NumericType
 
@@ -73,6 +74,8 @@ class RelationalGroupedDataset protected[sql](
   private[this] def alias(expr: Expression): NamedExpression = expr match {
     case u: UnresolvedAttribute => UnresolvedAlias(u)
     case expr: NamedExpression => expr
+    case a: AggregateExpression if (a.aggregateFunction.isInstanceOf[TypedAggregateExpression]) =>
+      UnresolvedAlias(a, Some(Column.generateAlias))
     case expr: Expression => Alias(expr, usePrettyExpression(expr).sql)()
   }
 
diff --git a/sql/core/src/test/scala/org/apache/spark/sql/DatasetAggregatorSuite.scala b/sql/core/src/test/scala/org/apache/spark/sql/DatasetAggregatorSuite.scala
index f1585ca3ff3180e48876af414a06ba34ad1a3488..ead7bd9642ecabde6aad28ee48377d8a5119dc98 100644
--- a/sql/core/src/test/scala/org/apache/spark/sql/DatasetAggregatorSuite.scala
+++ b/sql/core/src/test/scala/org/apache/spark/sql/DatasetAggregatorSuite.scala
@@ -240,4 +240,16 @@ class DatasetAggregatorSuite extends QueryTest with SharedSQLContext {
     val df2 = Seq(1 -> "a", 2 -> "b", 3 -> "b").toDF("i", "j")
     checkAnswer(df2.agg(RowAgg.toColumn as "b").select("b"), Row(6) :: Nil)
   }
+
+  test("spark-15114 shorter system generated alias names") {
+    val ds = Seq(1, 3, 2, 5).toDS()
+    assert(ds.select(typed.sum((i: Int) => i)).columns.head === "TypedSumDouble(int)")
+    val ds2 = ds.select(typed.sum((i: Int) => i), typed.avg((i: Int) => i))
+    assert(ds2.columns.head === "TypedSumDouble(int)")
+    assert(ds2.columns.last === "TypedAverage(int)")
+    val df = Seq(1 -> "a", 2 -> "b", 3 -> "b").toDF("i", "j")
+    assert(df.groupBy($"j").agg(RowAgg.toColumn).columns.last ==
+      "RowAgg(org.apache.spark.sql.Row)")
+    assert(df.groupBy($"j").agg(RowAgg.toColumn as "agg1").columns.last == "agg1")
+  }
 }