diff --git a/backends-clickhouse/pom.xml b/backends-clickhouse/pom.xml
index 0dcd20c929af..98b05bc6521f 100644
--- a/backends-clickhouse/pom.xml
+++ b/backends-clickhouse/pom.xml
@@ -5,7 +5,7 @@
   <parent>
     <artifactId>gluten-parent</artifactId>
     <groupId>org.apache.gluten</groupId>
-    <version>1.2.1-SNAPSHOT</version>
+    <version>1.2.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
 
diff --git a/backends-velox/pom.xml b/backends-velox/pom.xml
index 7d08a50c41cc..b3911bf67569 100755
--- a/backends-velox/pom.xml
+++ b/backends-velox/pom.xml
@@ -5,7 +5,7 @@
   <parent>
     <artifactId>gluten-parent</artifactId>
     <groupId>org.apache.gluten</groupId>
-    <version>1.2.1-SNAPSHOT</version>
+    <version>1.2.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
 
diff --git a/ep/build-velox/src/get_velox.sh b/ep/build-velox/src/get_velox.sh
index 67cf9a47462d..ac2cb0dab98b 100755
--- a/ep/build-velox/src/get_velox.sh
+++ b/ep/build-velox/src/get_velox.sh
@@ -18,7 +18,7 @@ set -exu
 
 
 VELOX_REPO=https://github.com/oap-project/velox.git
-VELOX_BRANCH=branch-1.2
+VELOX_BRANCH=gluten-1.2.2
 VELOX_HOME=""
 
 #Set on run gluten on HDFS
diff --git a/gluten-celeborn/clickhouse/pom.xml b/gluten-celeborn/clickhouse/pom.xml
index 9e614499b49a..6306e3466533 100755
--- a/gluten-celeborn/clickhouse/pom.xml
+++ b/gluten-celeborn/clickhouse/pom.xml
@@ -5,7 +5,7 @@
   <parent>
     <artifactId>gluten-celeborn</artifactId>
     <groupId>org.apache.gluten</groupId>
-    <version>1.2.1-SNAPSHOT</version>
+    <version>1.2.1</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
   <modelVersion>4.0.0</modelVersion>
diff --git a/gluten-celeborn/common/pom.xml b/gluten-celeborn/common/pom.xml
index fc67dcd9ec93..598eed96b913 100755
--- a/gluten-celeborn/common/pom.xml
+++ b/gluten-celeborn/common/pom.xml
@@ -5,7 +5,7 @@
   <parent>
     <artifactId>gluten-celeborn</artifactId>
     <groupId>org.apache.gluten</groupId>
-    <version>1.2.1-SNAPSHOT</version>
+    <version>1.2.1</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
   <modelVersion>4.0.0</modelVersion>
diff --git a/gluten-celeborn/package/pom.xml b/gluten-celeborn/package/pom.xml
index 6ecb80cc72c1..d1042e94556d 100644
--- a/gluten-celeborn/package/pom.xml
+++ b/gluten-celeborn/package/pom.xml
@@ -5,7 +5,7 @@
   <parent>
     <artifactId>gluten-celeborn</artifactId>
     <groupId>org.apache.gluten</groupId>
-    <version>1.2.1-SNAPSHOT</version>
+    <version>1.2.1</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
 
diff --git a/gluten-celeborn/pom.xml b/gluten-celeborn/pom.xml
index cc512eb3516f..f0320b0cb481 100755
--- a/gluten-celeborn/pom.xml
+++ b/gluten-celeborn/pom.xml
@@ -5,7 +5,7 @@
   <parent>
     <artifactId>gluten-parent</artifactId>
     <groupId>org.apache.gluten</groupId>
-    <version>1.2.1-SNAPSHOT</version>
+    <version>1.2.1</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
   <modelVersion>4.0.0</modelVersion>
diff --git a/gluten-celeborn/velox/pom.xml b/gluten-celeborn/velox/pom.xml
index 545425c5b701..37c46ef84beb 100755
--- a/gluten-celeborn/velox/pom.xml
+++ b/gluten-celeborn/velox/pom.xml
@@ -5,7 +5,7 @@
   <parent>
     <artifactId>gluten-celeborn</artifactId>
     <groupId>org.apache.gluten</groupId>
-    <version>1.2.1-SNAPSHOT</version>
+    <version>1.2.1</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
   <modelVersion>4.0.0</modelVersion>
diff --git a/gluten-core/pom.xml b/gluten-core/pom.xml
index 5b5963496762..eb0a7ba976e2 100644
--- a/gluten-core/pom.xml
+++ b/gluten-core/pom.xml
@@ -5,7 +5,7 @@
   <parent>
     <artifactId>gluten-parent</artifactId>
     <groupId>org.apache.gluten</groupId>
-    <version>1.2.1-SNAPSHOT</version>
+    <version>1.2.1</version>
   </parent>
   <modelVersion>4.0.0</modelVersion>
 
diff --git a/gluten-data/pom.xml b/gluten-data/pom.xml
index d3c254269e46..ec9f405f1957 100644
--- a/gluten-data/pom.xml
+++ b/gluten-data/pom.xml
@@ -5,7 +5,7 @@
   <parent>
     <artifactId>gluten-parent</artifactId>
     <groupId>org.apache.gluten</groupId>
-    <version>1.2.1-SNAPSHOT</version>
+    <version>1.2.1</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
   <modelVersion>4.0.0</modelVersion>
diff --git a/gluten-delta/pom.xml b/gluten-delta/pom.xml
index 6a81437172b7..eadd020e1517 100755
--- a/gluten-delta/pom.xml
+++ b/gluten-delta/pom.xml
@@ -5,7 +5,7 @@
   <parent>
     <artifactId>gluten-parent</artifactId>
     <groupId>org.apache.gluten</groupId>
-    <version>1.2.1-SNAPSHOT</version>
+    <version>1.2.1</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
   <modelVersion>4.0.0</modelVersion>
diff --git a/gluten-iceberg/pom.xml b/gluten-iceberg/pom.xml
index 7420c3025397..9ea6e2775c4b 100644
--- a/gluten-iceberg/pom.xml
+++ b/gluten-iceberg/pom.xml
@@ -5,7 +5,7 @@
     <parent>
         <artifactId>gluten-parent</artifactId>
         <groupId>org.apache.gluten</groupId>
-        <version>1.2.1-SNAPSHOT</version>
+        <version>1.2.1</version>
         <relativePath>../pom.xml</relativePath>
     </parent>
     <modelVersion>4.0.0</modelVersion>
diff --git a/gluten-ras/common/pom.xml b/gluten-ras/common/pom.xml
index e4118c7b526b..0662956de026 100644
--- a/gluten-ras/common/pom.xml
+++ b/gluten-ras/common/pom.xml
@@ -5,7 +5,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>gluten-ras</artifactId>
-    <version>1.2.1-SNAPSHOT</version>
+    <version>1.2.1</version>
   </parent>
   <artifactId>gluten-ras-common</artifactId>
   <name>Gluten Ras Common</name>
diff --git a/gluten-ras/planner/pom.xml b/gluten-ras/planner/pom.xml
index df95b8b458e4..92fb5fad2cde 100644
--- a/gluten-ras/planner/pom.xml
+++ b/gluten-ras/planner/pom.xml
@@ -5,7 +5,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>gluten-ras</artifactId>
-    <version>1.2.1-SNAPSHOT</version>
+    <version>1.2.1</version>
   </parent>
   <artifactId>gluten-ras-planner</artifactId>
   <name>Gluten Ras Planner</name>
diff --git a/gluten-ras/pom.xml b/gluten-ras/pom.xml
index f249f6da614b..fa58115b6a86 100644
--- a/gluten-ras/pom.xml
+++ b/gluten-ras/pom.xml
@@ -17,7 +17,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>gluten-parent</artifactId>
-    <version>1.2.1-SNAPSHOT</version>
+    <version>1.2.1</version>
   </parent>
   <artifactId>gluten-ras</artifactId>
   <packaging>pom</packaging>
diff --git a/gluten-ui/pom.xml b/gluten-ui/pom.xml
index 4ed2795ec972..393aa8b2e531 100644
--- a/gluten-ui/pom.xml
+++ b/gluten-ui/pom.xml
@@ -6,7 +6,7 @@
     <parent>
         <groupId>org.apache.gluten</groupId>
         <artifactId>gluten-parent</artifactId>
-        <version>1.2.1-SNAPSHOT</version>
+        <version>1.2.1</version>
     </parent>
 
     <artifactId>gluten-ui</artifactId>
diff --git a/gluten-uniffle/package/pom.xml b/gluten-uniffle/package/pom.xml
index 438bfb3b5fdd..c4cfa9c22888 100644
--- a/gluten-uniffle/package/pom.xml
+++ b/gluten-uniffle/package/pom.xml
@@ -5,7 +5,7 @@
   <parent>
     <artifactId>gluten-uniffle</artifactId>
     <groupId>org.apache.gluten</groupId>
-    <version>1.2.1-SNAPSHOT</version>
+    <version>1.2.1</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
   <modelVersion>4.0.0</modelVersion>
diff --git a/gluten-uniffle/pom.xml b/gluten-uniffle/pom.xml
index 2b9ea6090f8e..50d6c21f991f 100644
--- a/gluten-uniffle/pom.xml
+++ b/gluten-uniffle/pom.xml
@@ -5,7 +5,7 @@
   <parent>
     <artifactId>gluten-parent</artifactId>
     <groupId>org.apache.gluten</groupId>
-    <version>1.2.1-SNAPSHOT</version>
+    <version>1.2.1</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
   <modelVersion>4.0.0</modelVersion>
diff --git a/gluten-uniffle/velox/pom.xml b/gluten-uniffle/velox/pom.xml
index 2d2ebd5ac1bb..126024943981 100755
--- a/gluten-uniffle/velox/pom.xml
+++ b/gluten-uniffle/velox/pom.xml
@@ -5,7 +5,7 @@
   <parent>
     <artifactId>gluten-uniffle</artifactId>
     <groupId>org.apache.gluten</groupId>
-    <version>1.2.1-SNAPSHOT</version>
+    <version>1.2.1</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
   <modelVersion>4.0.0</modelVersion>
diff --git a/gluten-ut/common/pom.xml b/gluten-ut/common/pom.xml
index 5508c22a7af2..f79e1f65cd0d 100644
--- a/gluten-ut/common/pom.xml
+++ b/gluten-ut/common/pom.xml
@@ -5,7 +5,7 @@
   <parent>
     <artifactId>gluten-ut</artifactId>
     <groupId>org.apache.gluten</groupId>
-    <version>1.2.1-SNAPSHOT</version>
+    <version>1.2.1</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
   <modelVersion>4.0.0</modelVersion>
diff --git a/gluten-ut/pom.xml b/gluten-ut/pom.xml
index 9f4cca83b503..d9632fb99e71 100644
--- a/gluten-ut/pom.xml
+++ b/gluten-ut/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>gluten-parent</artifactId>
-    <version>1.2.1-SNAPSHOT</version>
+    <version>1.2.1</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
 
diff --git a/gluten-ut/spark32/pom.xml b/gluten-ut/spark32/pom.xml
index 0aec36dc2a14..c0e902b69581 100644
--- a/gluten-ut/spark32/pom.xml
+++ b/gluten-ut/spark32/pom.xml
@@ -5,7 +5,7 @@
   <parent>
     <artifactId>gluten-ut</artifactId>
     <groupId>org.apache.gluten</groupId>
-    <version>1.2.1-SNAPSHOT</version>
+    <version>1.2.1</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
   <modelVersion>4.0.0</modelVersion>
diff --git a/gluten-ut/spark33/pom.xml b/gluten-ut/spark33/pom.xml
index 0777e26c6746..61b25966ad79 100644
--- a/gluten-ut/spark33/pom.xml
+++ b/gluten-ut/spark33/pom.xml
@@ -5,7 +5,7 @@
   <parent>
     <artifactId>gluten-ut</artifactId>
     <groupId>org.apache.gluten</groupId>
-    <version>1.2.1-SNAPSHOT</version>
+    <version>1.2.1</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
   <modelVersion>4.0.0</modelVersion>
diff --git a/gluten-ut/spark34/pom.xml b/gluten-ut/spark34/pom.xml
index 8825a454741c..9e781de3cf3d 100644
--- a/gluten-ut/spark34/pom.xml
+++ b/gluten-ut/spark34/pom.xml
@@ -5,7 +5,7 @@
   <parent>
     <artifactId>gluten-ut</artifactId>
     <groupId>org.apache.gluten</groupId>
-    <version>1.2.1-SNAPSHOT</version>
+    <version>1.2.1</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
   <modelVersion>4.0.0</modelVersion>
diff --git a/gluten-ut/spark35/pom.xml b/gluten-ut/spark35/pom.xml
index 9e1d77b548e4..c6728a88abf1 100644
--- a/gluten-ut/spark35/pom.xml
+++ b/gluten-ut/spark35/pom.xml
@@ -5,7 +5,7 @@
   <parent>
     <artifactId>gluten-ut</artifactId>
     <groupId>org.apache.gluten</groupId>
-    <version>1.2.1-SNAPSHOT</version>
+    <version>1.2.1</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
   <modelVersion>4.0.0</modelVersion>
diff --git a/gluten-ut/test/pom.xml b/gluten-ut/test/pom.xml
index dc6aefc5d488..4e50f65759c2 100644
--- a/gluten-ut/test/pom.xml
+++ b/gluten-ut/test/pom.xml
@@ -5,7 +5,7 @@
   <parent>
     <artifactId>gluten-ut</artifactId>
     <groupId>org.apache.gluten</groupId>
-    <version>1.2.1-SNAPSHOT</version>
+    <version>1.2.1</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
   <modelVersion>4.0.0</modelVersion>
diff --git a/package/pom.xml b/package/pom.xml
index 8101f76a648a..a7bc2c134117 100644
--- a/package/pom.xml
+++ b/package/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>gluten-parent</artifactId>
-    <version>1.2.1-SNAPSHOT</version>
+    <version>1.2.1</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
 
diff --git a/pom.xml b/pom.xml
index 8aa6001d1345..167af34d39c8 100644
--- a/pom.xml
+++ b/pom.xml
@@ -16,7 +16,7 @@
   <modelVersion>4.0.0</modelVersion>
   <groupId>org.apache.gluten</groupId>
   <artifactId>gluten-parent</artifactId>
-  <version>1.2.1-SNAPSHOT</version>
+  <version>1.2.1</version>
   <packaging>pom</packaging>
 
   <name>Gluten Parent Pom</name>
diff --git a/shims/common/pom.xml b/shims/common/pom.xml
index 0cc64893c299..78fbb9c33c1b 100644
--- a/shims/common/pom.xml
+++ b/shims/common/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>spark-sql-columnar-shims</artifactId>
-    <version>1.2.1-SNAPSHOT</version>
+    <version>1.2.1</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
 
diff --git a/shims/pom.xml b/shims/pom.xml
index 4f64f52b7ed4..44d390e30d30 100644
--- a/shims/pom.xml
+++ b/shims/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>gluten-parent</artifactId>
-    <version>1.2.1-SNAPSHOT</version>
+    <version>1.2.1</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
 
diff --git a/shims/spark32/pom.xml b/shims/spark32/pom.xml
index 84995d26f22c..00229ba95fa4 100644
--- a/shims/spark32/pom.xml
+++ b/shims/spark32/pom.xml
@@ -20,7 +20,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>spark-sql-columnar-shims</artifactId>
-    <version>1.2.1-SNAPSHOT</version>
+    <version>1.2.1</version>
     <relativePath>../pom.xml</relativePath>
   </parent>
 
diff --git a/shims/spark33/pom.xml b/shims/spark33/pom.xml
index 88eac484baa6..0aad3b429eaf 100644
--- a/shims/spark33/pom.xml
+++ b/shims/spark33/pom.xml
@@ -20,7 +20,7 @@
     <parent>
         <groupId>org.apache.gluten</groupId>
         <artifactId>spark-sql-columnar-shims</artifactId>
-        <version>1.2.1-SNAPSHOT</version>
+        <version>1.2.1</version>
         <relativePath>../pom.xml</relativePath>
     </parent>
 
diff --git a/shims/spark34/pom.xml b/shims/spark34/pom.xml
index 930e4f8bfb9b..9ae2a38efb2e 100644
--- a/shims/spark34/pom.xml
+++ b/shims/spark34/pom.xml
@@ -20,7 +20,7 @@
     <parent>
         <groupId>org.apache.gluten</groupId>
         <artifactId>spark-sql-columnar-shims</artifactId>
-        <version>1.2.1-SNAPSHOT</version>
+        <version>1.2.1</version>
         <relativePath>../pom.xml</relativePath>
     </parent>
 
diff --git a/shims/spark35/pom.xml b/shims/spark35/pom.xml
index d11a526a2c72..6733a5af46cb 100644
--- a/shims/spark35/pom.xml
+++ b/shims/spark35/pom.xml
@@ -20,7 +20,7 @@
     <parent>
         <groupId>org.apache.gluten</groupId>
         <artifactId>spark-sql-columnar-shims</artifactId>
-        <version>1.2.1-SNAPSHOT</version>
+        <version>1.2.1</version>
         <relativePath>../pom.xml</relativePath>
     </parent>
 
diff --git a/tools/gluten-it/common/pom.xml b/tools/gluten-it/common/pom.xml
index 76530bff7bb0..d79bff84070b 100644
--- a/tools/gluten-it/common/pom.xml
+++ b/tools/gluten-it/common/pom.xml
@@ -7,11 +7,11 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>gluten-it</artifactId>
-    <version>1.2.1-SNAPSHOT</version>
+    <version>1.2.1</version>
   </parent>
 
   <artifactId>gluten-it-common</artifactId>
-  <version>1.2.1-SNAPSHOT</version>
+  <version>1.2.1</version>
   <packaging>jar</packaging>
 
   <dependencies>
diff --git a/tools/gluten-it/common/src/main/java/org/apache/gluten/integration/command/SparkRunModes.java b/tools/gluten-it/common/src/main/java/org/apache/gluten/integration/command/SparkRunModes.java
index c998d18192ff..e43da37cc185 100644
--- a/tools/gluten-it/common/src/main/java/org/apache/gluten/integration/command/SparkRunModes.java
+++ b/tools/gluten-it/common/src/main/java/org/apache/gluten/integration/command/SparkRunModes.java
@@ -101,7 +101,7 @@ public Map<String, String> extraSparkConf() {
 
   private static class LocalClusterMode implements Mode {
     // We should transfer the jars to be tested in the integration testing to executors
-    public static final String[] EXTRA_JARS = new String[]{"gluten-package-1.2.0.jar"};
+    public static final String[] EXTRA_JARS = new String[]{"gluten-package-1.2.1.jar"};
 
     @CommandLine.Option(names = {"--local-cluster"}, description = "Run in Spark local cluster mode", required = true)
     private boolean enabled;
diff --git a/tools/gluten-it/package/pom.xml b/tools/gluten-it/package/pom.xml
index 37e51a48c780..5a47d65cf632 100644
--- a/tools/gluten-it/package/pom.xml
+++ b/tools/gluten-it/package/pom.xml
@@ -5,7 +5,7 @@
   <parent>
     <groupId>org.apache.gluten</groupId>
     <artifactId>gluten-it</artifactId>
-    <version>1.2.1-SNAPSHOT</version>
+    <version>1.2.1</version>
   </parent>
   <artifactId>gluten-it-package</artifactId>
   <name>Archetype - assembly</name>
diff --git a/tools/gluten-it/pom.xml b/tools/gluten-it/pom.xml
index cbc6afc43e56..551e514af789 100644
--- a/tools/gluten-it/pom.xml
+++ b/tools/gluten-it/pom.xml
@@ -6,7 +6,7 @@
 
   <groupId>org.apache.gluten</groupId>
   <artifactId>gluten-it</artifactId>
-  <version>1.2.1-SNAPSHOT</version>
+  <version>1.2.1</version>
   <packaging>pom</packaging>
   <modules>
     <module>common</module>
@@ -23,7 +23,7 @@
     <spark.major.version>3</spark.major.version>
     <celeborn.version>0.3.2-incubating</celeborn.version>
     <uniffle.version>0.8.0</uniffle.version>
-    <gluten.version>1.2.1-SNAPSHOT</gluten.version>
+    <gluten.version>1.2.1</gluten.version>
     <guava.version>32.0.1-jre</guava.version>
     <tpch.version>1.1</tpch.version>
     <tpcds.version>1.4</tpcds.version>
diff --git a/tools/workload/tpcds/run_tpcds/run_tpcds.sh b/tools/workload/tpcds/run_tpcds/run_tpcds.sh
index 1827f282639d..b361a1093d45 100755
--- a/tools/workload/tpcds/run_tpcds/run_tpcds.sh
+++ b/tools/workload/tpcds/run_tpcds/run_tpcds.sh
@@ -37,4 +37,4 @@ cat tpcds_parquet.scala | ${SPARK_HOME}/bin/spark-shell \
   # e.g.
   #   --conf spark.gluten.loadLibFromJar=true \
   #   --jars /PATH_TO_GLUTEN_HOME/package/target/thirdparty-lib/gluten-thirdparty-lib-ubuntu-22.04-x86_64.jar,
-  #          /PATH_TO_GLUTEN_HOME/package/target/gluten-velox-bundle-spark3.3_2.12-ubuntu_22.04_x86_64-1.2.0.jar
+  #          /PATH_TO_GLUTEN_HOME/package/target/gluten-velox-bundle-spark3.3_2.12-ubuntu_22.04_x86_64-1.2.1.jar