diff --git a/dev/deps/spark-deps-hadoop-2.7-hive-2.3 b/dev/deps/spark-deps-hadoop-2.7-hive-2.3
index e92f8a7975..8400413c44 100644
--- a/dev/deps/spark-deps-hadoop-2.7-hive-2.3
+++ b/dev/deps/spark-deps-hadoop-2.7-hive-2.3
@@ -195,9 +195,9 @@ objenesis/2.6//objenesis-2.6.jar
 okhttp/3.12.12//okhttp-3.12.12.jar
 okio/1.14.0//okio-1.14.0.jar
 opencsv/2.3//opencsv-2.3.jar
-orc-core/1.6.10//orc-core-1.6.10.jar
-orc-mapreduce/1.6.10//orc-mapreduce-1.6.10.jar
-orc-shims/1.6.10//orc-shims-1.6.10.jar
+orc-core/1.6.11//orc-core-1.6.11.jar
+orc-mapreduce/1.6.11//orc-mapreduce-1.6.11.jar
+orc-shims/1.6.11//orc-shims-1.6.11.jar
 oro/2.0.8//oro-2.0.8.jar
 osgi-resource-locator/1.0.3//osgi-resource-locator-1.0.3.jar
 paranamer/2.8//paranamer-2.8.jar
diff --git a/dev/deps/spark-deps-hadoop-3.2-hive-2.3 b/dev/deps/spark-deps-hadoop-3.2-hive-2.3
index b8426e2484..d0d8d5e5ee 100644
--- a/dev/deps/spark-deps-hadoop-3.2-hive-2.3
+++ b/dev/deps/spark-deps-hadoop-3.2-hive-2.3
@@ -102,7 +102,6 @@ janino/3.0.16//janino-3.0.16.jar
 javassist/3.25.0-GA//javassist-3.25.0-GA.jar
 javax.jdo/3.2.0-m3//javax.jdo-3.2.0-m3.jar
 javolution/5.5.1//javolution-5.5.1.jar
-jaxb-api/2.2.11//jaxb-api-2.2.11.jar
 jaxb-runtime/2.3.2//jaxb-runtime-2.3.2.jar
 jcl-over-slf4j/1.7.30//jcl-over-slf4j-1.7.30.jar
 jdo-api/3.0.1//jdo-api-3.0.1.jar
@@ -166,9 +165,9 @@ objenesis/2.6//objenesis-2.6.jar
 okhttp/3.12.12//okhttp-3.12.12.jar
 okio/1.14.0//okio-1.14.0.jar
 opencsv/2.3//opencsv-2.3.jar
-orc-core/1.6.10//orc-core-1.6.10.jar
-orc-mapreduce/1.6.10//orc-mapreduce-1.6.10.jar
-orc-shims/1.6.10//orc-shims-1.6.10.jar
+orc-core/1.6.11//orc-core-1.6.11.jar
+orc-mapreduce/1.6.11//orc-mapreduce-1.6.11.jar
+orc-shims/1.6.11//orc-shims-1.6.11.jar
 oro/2.0.8//oro-2.0.8.jar
 osgi-resource-locator/1.0.3//osgi-resource-locator-1.0.3.jar
 paranamer/2.8//paranamer-2.8.jar
diff --git a/pom.xml b/pom.xml
index ab71632c4d..9f2b2c923c 100644
--- a/pom.xml
+++ b/pom.xml
@@ -137,7 +137,7 @@
     <!-- After 10.15.1.3, the minimum required version is JDK9 -->
     <derby.version>10.14.2.0</derby.version>
     <parquet.version>1.12.1</parquet.version>
-    <orc.version>1.6.10</orc.version>
+    <orc.version>1.6.11</orc.version>
     <jetty.version>9.4.43.v20210629</jetty.version>
     <jakartaservlet.version>4.0.3</jakartaservlet.version>
     <chill.version>0.10.0</chill.version>
@@ -2305,11 +2305,6 @@
           </exclusion>
         </exclusions>
       </dependency>
-      <dependency>
-        <groupId>io.airlift</groupId>
-        <artifactId>aircompressor</artifactId>
-        <version>0.21</version>
-      </dependency>
       <dependency>
         <groupId>org.apache.orc</groupId>
         <artifactId>orc-mapreduce</artifactId>
diff --git a/sql/core/src/test/scala/org/apache/spark/sql/FileBasedDataSourceSuite.scala b/sql/core/src/test/scala/org/apache/spark/sql/FileBasedDataSourceSuite.scala
index 243639222f..001b6a00af 100644
--- a/sql/core/src/test/scala/org/apache/spark/sql/FileBasedDataSourceSuite.scala
+++ b/sql/core/src/test/scala/org/apache/spark/sql/FileBasedDataSourceSuite.scala
@@ -695,9 +695,9 @@ class FileBasedDataSourceSuite extends QueryTest
   test("SPARK-22790,SPARK-27668: spark.sql.sources.compressionFactor takes effect") {
     Seq(1.0, 0.5).foreach { compressionFactor =>
       withSQLConf(SQLConf.FILE_COMPRESSION_FACTOR.key -> compressionFactor.toString,
-        SQLConf.AUTO_BROADCASTJOIN_THRESHOLD.key -> "250") {
+        SQLConf.AUTO_BROADCASTJOIN_THRESHOLD.key -> "350") {
         withTempPath { workDir =>
-          // the file size is 486 bytes
+          // the file size is 504 bytes
           val workDirPath = workDir.getAbsolutePath
           val data1 = Seq(100, 200, 300, 400).toDF("count")
           data1.write.orc(workDirPath + "/data1")