diff --git a/pom.xml b/pom.xml
index c42ef5c6626d1..4ec627d91c517 100644
--- a/pom.xml
+++ b/pom.xml
@@ -284,6 +284,17 @@
       <artifactId>unused</artifactId>
       <version>1.0.0</version>
     </dependency>
+    <dependency>
+      <groupId>org.apache.hadoop</groupId>
+      <artifactId>hadoop-aws</artifactId>
+      <version>${hadoop.version}</version>
+    </dependency>
+    <!-- https://mvnrepository.com/artifact/com.massisframework/j-text-utils -->
+    <dependency>
+      <groupId>com.massisframework</groupId>
+      <artifactId>j-text-utils</artifactId>
+      <version>0.3.4</version>
+    </dependency>
     <!--
          This is needed by the scalatest plugin, and so is declared here to be available in
          all child modules, just as scalatest is run in all children
@@ -403,7 +414,7 @@
         <groupId>com.google.guava</groupId>
         <artifactId>guava</artifactId>
         <version>14.0.1</version>
-        <scope>provided</scope>
+        <scope>compile</scope>
       </dependency>
       <dependency>
         <groupId>org.jpmml</groupId>
@@ -2995,7 +3006,7 @@
     <profile>
       <id>scala-2.12</id>
     </profile>
-    
+
     <profile>
       <id>scala-2.13</id>
       <dependencyManagement>
diff --git a/sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/DataSource.scala b/sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/DataSource.scala
index 0b48b6f5cf5de..ed13a14fb2a11 100644
--- a/sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/DataSource.scala
+++ b/sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/DataSource.scala
@@ -738,7 +738,8 @@ object DataSource extends Logging {
       pathStrings: Seq[String],
       hadoopConf: Configuration,
       checkEmptyGlobPath: Boolean,
-      checkFilesExist: Boolean): Seq[Path] = {
+      checkFilesExist: Boolean,
+      numThreads: Integer = 20): Seq[Path] = {
     val qualifiedPaths = pathStrings.map { pathString =>
       val path = new Path(pathString)
       val fs = path.getFileSystem(hadoopConf)
@@ -767,7 +768,7 @@ object DataSource extends Logging {
 
     if (checkFilesExist) {
       try {
-        ThreadUtils.parmap(nonGlobPaths, "checkPathsExist", 20) { path =>
+        ThreadUtils.parmap(nonGlobPaths, "checkPathsExist", numThreads) { path =>
           val fs = path.getFileSystem(hadoopConf)
           if (!fs.exists(path)) {
             throw new AnalysisException(s"Path does not exist: $path")
diff --git a/sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/SPARK29089Benchmark.scala b/sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/SPARK29089Benchmark.scala
new file mode 100644
index 0000000000000..90314a7913d14
--- /dev/null
+++ b/sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/SPARK29089Benchmark.scala
@@ -0,0 +1,1363 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *    http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.spark.sql.execution.datasources
+
+import java.util.concurrent.TimeUnit
+
+import com.google.common.base.Stopwatch
+import dnl.utils.text.table.TextTable
+import org.apache.hadoop.conf.Configuration
+import org.apache.hadoop.fs.{FileSystem}
+
+object SPARK29089Benchmark {
+  val NUM_RUNS = 5
+
+  def runGlob(paths: Seq[String], conf: Configuration, numThreads: Int) : Double = {
+      val stopWatch = new Stopwatch();
+
+      stopWatch.start()
+      1 to NUM_RUNS foreach { _ =>
+        DataSource.checkAndGlobPathIfNecessary(
+          paths,
+          conf,
+          checkEmptyGlobPath = true,
+          checkFilesExist = true,
+          numThreads = numThreads
+        )
+      }
+      stopWatch.stop()
+
+    stopWatch.elapsed(TimeUnit.MILLISECONDS).toDouble / NUM_RUNS
+  }
+
+  def main(args : Array[String]) : Unit = {
+    Seq(false, true).foreach { useParquet =>
+      // scalastyle:off println
+      println("Using Parquet Mode: " + useParquet.toString)
+      // scalastyle:on println
+
+      val measurements = Seq(48, 100, 300).flatMap { maxS3aConnections =>
+        Seq(10, 20, 40, 60, 80, 100, 150, 200).flatMap { numThreads =>
+          // scalastyle:off println
+          println("Running on maxConn: " + maxS3aConnections + " threads:" + numThreads)
+          // scalastyle:on println
+
+          val globPathsTimeMillis = runGlob(
+            paths = TestFiles.globPaths,
+            conf = TestConf.getConf(maxS3aConnections, useParquet),
+            numThreads = numThreads
+          )
+
+          val flatPathsTimeMillis = runGlob(
+            paths = TestFiles.flatPaths,
+            conf = TestConf.getConf(maxS3aConnections, useParquet),
+            numThreads = numThreads
+          )
+
+          Array(
+            Array[Object](
+              "Glob Paths",
+              maxS3aConnections.toString,
+              numThreads.toString,
+              (Math.round((globPathsTimeMillis/100D) * 100) / 100D).toString
+            ),
+            Array[Object](
+              "Flat Paths",
+              maxS3aConnections.toString,
+              numThreads.toString,
+              (Math.round((flatPathsTimeMillis/100D) * 100) / 100D).toString
+            )
+          )
+        }
+      }.toArray
+
+      val textTable = new TextTable(
+        Array("Type", "fs.s3a.connection.maximum", "Num Threads", "Runtime(seconds)"),
+        measurements
+      )
+      textTable.setSort(0)
+      textTable.printTable()
+
+      FileSystem.printStatistics()
+    }
+  }
+}
+
+object TestFiles {
+  val singleGlobPath = Seq("s3a://landsat-pds/L8/001/003/*/*")
+
+  val globPaths = Seq(
+    "s3a://landsat-pds/L8/001/003/LC80010032014144LGN00/*",
+    "s3a://landsat-pds/L8/001/003/LC80010032014176LGN00/*",
+    "s3a://landsat-pds/L8/001/003/LC80010032014192LGN00/*",
+    "s3a://landsat-pds/L8/001/003/LC80010032014208LGN00/*",
+    "s3a://landsat-pds/L8/001/003/LC80010032014224LGN00/*",
+    "s3a://landsat-pds/L8/001/003/LC80010032014240LGN00/*",
+    "s3a://landsat-pds/L8/001/003/LC80010032014272LGN00/*",
+    "s3a://landsat-pds/L8/001/003/LC80010032015115LGN00/*",
+    "s3a://landsat-pds/L8/001/003/LC80010032015131LGN00/*",
+    "s3a://landsat-pds/L8/001/003/LC80010032015147LGN00/*",
+    "s3a://landsat-pds/L8/001/003/LC80010032015163LGN00/*",
+    "s3a://landsat-pds/L8/001/003/LC80010032015179LGN00/*",
+    "s3a://landsat-pds/L8/001/003/LC80010032015195LGN00/*",
+    "s3a://landsat-pds/L8/001/003/LC80010032015211LGN00/*",
+    "s3a://landsat-pds/L8/001/003/LC80010032015227LGN00/*",
+    "s3a://landsat-pds/L8/001/003/LC80010032015243LGN00/*",
+    "s3a://landsat-pds/L8/001/003/LC80010032015259LGN00/*",
+    "s3a://landsat-pds/L8/001/003/LC80010032015275LGN00/*",
+    "s3a://landsat-pds/L8/001/003/LC80010032016118LGN00/*",
+    "s3a://landsat-pds/L8/001/003/LC80010032016134LGN00/*",
+    "s3a://landsat-pds/L8/001/003/LC80010032016150LGN00/*",
+    "s3a://landsat-pds/L8/001/003/LC80010032016166LGN00/*",
+    "s3a://landsat-pds/L8/001/003/LC80010032016182LGN00/*",
+    "s3a://landsat-pds/L8/001/003/LC80010032016198LGN00/*",
+    "s3a://landsat-pds/L8/001/003/LC80010032016214LGN00/*",
+    "s3a://landsat-pds/L8/001/003/LC80010032016230LGN00/*",
+    "s3a://landsat-pds/L8/001/003/LC80010032016246LGN00/*",
+    "s3a://landsat-pds/L8/001/003/LC80010032016262LGN00/*",
+    "s3a://landsat-pds/L8/001/003/LC80010032016278LGN00/*",
+    "s3a://landsat-pds/L8/001/003/LC80010032017120LGN00/*"
+  )
+
+  val flatPaths = Seq(
+    "s3a://landsat-pds/L8/001/003/LC80010032014144LGN00/LC80010032014144LGN00_B1.TIF",
+    "s3a://landsat-pds/L8/001/003/LC80010032014144LGN00/LC80010032014144LGN00_B1.TIF.ovr",
+    "s3a://landsat-pds/L8/001/003/LC80010032014144LGN00/LC80010032014144LGN00_B10.TIF",
+    "s3a://landsat-pds/L8/001/003/LC80010032014144LGN00/LC80010032014144LGN00_B10.TIF.ovr",
+    "s3a://landsat-pds/L8/001/003/LC80010032014144LGN00/LC80010032014144LGN00_B10_wrk.IMD",
+    "s3a://landsat-pds/L8/001/003/LC80010032014144LGN00/LC80010032014144LGN00_B11.TIF",
+    "s3a://landsat-pds/L8/001/003/LC80010032014144LGN00/LC80010032014144LGN00_B11.TIF.ovr",
+    "s3a://landsat-pds/L8/001/003/LC80010032014144LGN00/LC80010032014144LGN00_B11_wrk.IMD",
+    "s3a://landsat-pds/L8/001/003/LC80010032014144LGN00/LC80010032014144LGN00_B1_wrk.IMD",
+    "s3a://landsat-pds/L8/001/003/LC80010032014144LGN00/LC80010032014144LGN00_B2.TIF",
+    "s3a://landsat-pds/L8/001/003/LC80010032014144LGN00/LC80010032014144LGN00_B2.TIF.ovr",
+    "s3a://landsat-pds/L8/001/003/LC80010032014144LGN00/LC80010032014144LGN00_B2_wrk.IMD",
+    "s3a://landsat-pds/L8/001/003/LC80010032014144LGN00/LC80010032014144LGN00_B3.TIF",
+    "s3a://landsat-pds/L8/001/003/LC80010032014144LGN00/LC80010032014144LGN00_B3.TIF.ovr",
+    "s3a://landsat-pds/L8/001/003/LC80010032014144LGN00/LC80010032014144LGN00_B3_wrk.IMD",
+    "s3a://landsat-pds/L8/001/003/LC80010032014144LGN00/LC80010032014144LGN00_B4.TIF",
+    "s3a://landsat-pds/L8/001/003/LC80010032014144LGN00/LC80010032014144LGN00_B4.TIF.ovr",
+    "s3a://landsat-pds/L8/001/003/LC80010032014144LGN00/LC80010032014144LGN00_B4_wrk.IMD",
+    "s3a://landsat-pds/L8/001/003/LC80010032014144LGN00/LC80010032014144LGN00_B5.TIF",
+    "s3a://landsat-pds/L8/001/003/LC80010032014144LGN00/LC80010032014144LGN00_B5.TIF.ovr",
+    "s3a://landsat-pds/L8/001/003/LC80010032014144LGN00/LC80010032014144LGN00_B5_wrk.IMD",
+    "s3a://landsat-pds/L8/001/003/LC80010032014144LGN00/LC80010032014144LGN00_B6.TIF",
+    "s3a://landsat-pds/L8/001/003/LC80010032014144LGN00/LC80010032014144LGN00_B6.TIF.ovr",
+    "s3a://landsat-pds/L8/001/003/LC80010032014144LGN00/LC80010032014144LGN00_B6_wrk.IMD",
+    "s3a://landsat-pds/L8/001/003/LC80010032014144LGN00/LC80010032014144LGN00_B7.TIF",
+    "s3a://landsat-pds/L8/001/003/LC80010032014144LGN00/LC80010032014144LGN00_B7.TIF.ovr",
+    "s3a://landsat-pds/L8/001/003/LC80010032014144LGN00/LC80010032014144LGN00_B7_wrk.IMD",
+    "s3a://landsat-pds/L8/001/003/LC80010032014144LGN00/LC80010032014144LGN00_B8.TIF",
+    "s3a://landsat-pds/L8/001/003/LC80010032014144LGN00/LC80010032014144LGN00_B8.TIF.ovr",
+    "s3a://landsat-pds/L8/001/003/LC80010032014144LGN00/LC80010032014144LGN00_B8_wrk.IMD",
+    "s3a://landsat-pds/L8/001/003/LC80010032014144LGN00/LC80010032014144LGN00_B9.TIF",
+    "s3a://landsat-pds/L8/001/003/LC80010032014144LGN00/LC80010032014144LGN00_B9.TIF.ovr",
+    "s3a://landsat-pds/L8/001/003/LC80010032014144LGN00/LC80010032014144LGN00_B9_wrk.IMD",
+    "s3a://landsat-pds/L8/001/003/LC80010032014144LGN00/LC80010032014144LGN00_BQA.TIF",
+    "s3a://landsat-pds/L8/001/003/LC80010032014144LGN00/LC80010032014144LGN00_BQA.TIF.ovr",
+    "s3a://landsat-pds/L8/001/003/LC80010032014144LGN00/LC80010032014144LGN00_BQA_wrk.IMD",
+    "s3a://landsat-pds/L8/001/003/LC80010032014144LGN00/LC80010032014144LGN00_MTL.json",
+    "s3a://landsat-pds/L8/001/003/LC80010032014144LGN00/LC80010032014144LGN00_MTL.txt",
+    "s3a://landsat-pds/L8/001/003/LC80010032014144LGN00/LC80010032014144LGN00_thumb_large.jpg",
+    "s3a://landsat-pds/L8/001/003/LC80010032014144LGN00/LC80010032014144LGN00_thumb_small.jpg",
+    "s3a://landsat-pds/L8/001/003/LC80010032014144LGN00/index.html",
+    "s3a://landsat-pds/L8/001/003/LC80010032014176LGN00/LC80010032014176LGN00_B1.TIF",
+    "s3a://landsat-pds/L8/001/003/LC80010032014176LGN00/LC80010032014176LGN00_B1.TIF.ovr",
+    "s3a://landsat-pds/L8/001/003/LC80010032014176LGN00/LC80010032014176LGN00_B10.TIF",
+    "s3a://landsat-pds/L8/001/003/LC80010032014176LGN00/LC80010032014176LGN00_B10.TIF.ovr",
+    "s3a://landsat-pds/L8/001/003/LC80010032014176LGN00/LC80010032014176LGN00_B10_wrk.IMD",
+    "s3a://landsat-pds/L8/001/003/LC80010032014176LGN00/LC80010032014176LGN00_B11.TIF",
+    "s3a://landsat-pds/L8/001/003/LC80010032014176LGN00/LC80010032014176LGN00_B11.TIF.ovr",
+    "s3a://landsat-pds/L8/001/003/LC80010032014176LGN00/LC80010032014176LGN00_B11_wrk.IMD",
+    "s3a://landsat-pds/L8/001/003/LC80010032014176LGN00/LC80010032014176LGN00_B1_wrk.IMD",
+    "s3a://landsat-pds/L8/001/003/LC80010032014176LGN00/LC80010032014176LGN00_B2.TIF",
+    "s3a://landsat-pds/L8/001/003/LC80010032014176LGN00/LC80010032014176LGN00_B2.TIF.ovr",
+    "s3a://landsat-pds/L8/001/003/LC80010032014176LGN00/LC80010032014176LGN00_B2_wrk.IMD",
+    "s3a://landsat-pds/L8/001/003/LC80010032014176LGN00/LC80010032014176LGN00_B3.TIF",
+    "s3a://landsat-pds/L8/001/003/LC80010032014176LGN00/LC80010032014176LGN00_B3.TIF.ovr",
+    "s3a://landsat-pds/L8/001/003/LC80010032014176LGN00/LC80010032014176LGN00_B3_wrk.IMD",
+    "s3a://landsat-pds/L8/001/003/LC80010032014176LGN00/LC80010032014176LGN00_B4.TIF",
+    "s3a://landsat-pds/L8/001/003/LC80010032014176LGN00/LC80010032014176LGN00_B4.TIF.ovr",
+    "s3a://landsat-pds/L8/001/003/LC80010032014176LGN00/LC80010032014176LGN00_B4_wrk.IMD",
+    "s3a://landsat-pds/L8/001/003/LC80010032014176LGN00/LC80010032014176LGN00_B5.TIF",
+    "s3a://landsat-pds/L8/001/003/LC80010032014176LGN00/LC80010032014176LGN00_B5.TIF.ovr",
+    "s3a://landsat-pds/L8/001/003/LC80010032014176LGN00/LC80010032014176LGN00_B5_wrk.IMD",
+    "s3a://landsat-pds/L8/001/003/LC80010032014176LGN00/LC80010032014176LGN00_B6.TIF",
+    "s3a://landsat-pds/L8/001/003/LC80010032014176LGN00/LC80010032014176LGN00_B6.TIF.ovr",
+    "s3a://landsat-pds/L8/001/003/LC80010032014176LGN00/LC80010032014176LGN00_B6_wrk.IMD",
+    "s3a://landsat-pds/L8/001/003/LC80010032014176LGN00/LC80010032014176LGN00_B7.TIF",
+    "s3a://landsat-pds/L8/001/003/LC80010032014176LGN00/LC80010032014176LGN00_B7.TIF.ovr",
+    "s3a://landsat-pds/L8/001/003/LC80010032014176LGN00/LC80010032014176LGN00_B7_wrk.IMD",
+    "s3a://landsat-pds/L8/001/003/LC80010032014176LGN00/LC80010032014176LGN00_B8.TIF",
+    "s3a://landsat-pds/L8/001/003/LC80010032014176LGN00/LC80010032014176LGN00_B8.TIF.ovr",
+    "s3a://landsat-pds/L8/001/003/LC80010032014176LGN00/LC80010032014176LGN00_B8_wrk.IMD",
+    "s3a://landsat-pds/L8/001/003/LC80010032014176LGN00/LC80010032014176LGN00_B9.TIF",
+    "s3a://landsat-pds/L8/001/003/LC80010032014176LGN00/LC80010032014176LGN00_B9.TIF.ovr",
+    "s3a://landsat-pds/L8/001/003/LC80010032014176LGN00/LC80010032014176LGN00_B9_wrk.IMD",
+    "s3a://landsat-pds/L8/001/003/LC80010032014176LGN00/LC80010032014176LGN00_BQA.TIF",
+    "s3a://landsat-pds/L8/001/003/LC80010032014176LGN00/LC80010032014176LGN00_BQA.TIF.ovr",
+    "s3a://landsat-pds/L8/001/003/LC80010032014176LGN00/LC80010032014176LGN00_BQA_wrk.IMD",
+    "s3a://landsat-pds/L8/001/003/LC80010032014176LGN00/LC80010032014176LGN00_MTL.json",
+    "s3a://landsat-pds/L8/001/003/LC80010032014176LGN00/LC80010032014176LGN00_MTL.txt",
+    "s3a://landsat-pds/L8/001/003/LC80010032014176LGN00/LC80010032014176LGN00_thumb_large.jpg",
+    "s3a://landsat-pds/L8/001/003/LC80010032014176LGN00/LC80010032014176LGN00_thumb_small.jpg",
+    "s3a://landsat-pds/L8/001/003/LC80010032014176LGN00/index.html",
+    "s3a://landsat-pds/L8/001/003/LC80010032014192LGN00/LC80010032014192LGN00_B1.TIF",
+    "s3a://landsat-pds/L8/001/003/LC80010032014192LGN00/LC80010032014192LGN00_B1.TIF.ovr",
+    "s3a://landsat-pds/L8/001/003/LC80010032014192LGN00/LC80010032014192LGN00_B10.TIF",
+    "s3a://landsat-pds/L8/001/003/LC80010032014192LGN00/LC80010032014192LGN00_B10.TIF.ovr",
+    "s3a://landsat-pds/L8/001/003/LC80010032014192LGN00/LC80010032014192LGN00_B10_wrk.IMD",
+    "s3a://landsat-pds/L8/001/003/LC80010032014192LGN00/LC80010032014192LGN00_B11.TIF",
+    "s3a://landsat-pds/L8/001/003/LC80010032014192LGN00/LC80010032014192LGN00_B11.TIF.ovr",
+    "s3a://landsat-pds/L8/001/003/LC80010032014192LGN00/LC80010032014192LGN00_B11_wrk.IMD",
+    "s3a://landsat-pds/L8/001/003/LC80010032014192LGN00/LC80010032014192LGN00_B1_wrk.IMD",
+    "s3a://landsat-pds/L8/001/003/LC80010032014192LGN00/LC80010032014192LGN00_B2.TIF",
+    "s3a://landsat-pds/L8/001/003/LC80010032014192LGN00/LC80010032014192LGN00_B2.TIF.ovr",
+    "s3a://landsat-pds/L8/001/003/LC80010032014192LGN00/LC80010032014192LGN00_B2_wrk.IMD",
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+    "s3a://landsat-pds/L8/001/003/LC80010032014192LGN00/LC80010032014192LGN00_B4.TIF",
+    "s3a://landsat-pds/L8/001/003/LC80010032014192LGN00/LC80010032014192LGN00_B4.TIF.ovr",
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+    "s3a://landsat-pds/L8/001/003/LC80010032017120LGN00/LC80010032017120LGN00_thumb_small.jpg"
+  )
+}
+
+object TestConf {
+    def getConf(connectionMaximum : Int, testParquet : Boolean): Configuration = {
+      val conf = new Configuration()
+      conf.setLong("fs.s3a.connection.maximum", connectionMaximum)
+      conf.setLong("fs.s3a.threads.keepalivetime", 300)
+      conf.setLong("spark.hadoop.fs.s3a.connection.maximum", connectionMaximum)
+      conf.setLong("spark.hadoop.fs.s3a.threads.keepalivetime", 300)
+
+      if (testParquet) {
+        conf.setLong("fs.s3a.readahead.range", 256)
+        conf.set("fs.s3a.input.fadvise", "random")
+        conf.setLong("spark.hadoop.fs.s3a.readahead.range", 256)
+        conf.set("spark.hadoop.fs.s3a.input.fadvise", "random")
+      }
+
+      conf
+    }
+}