diff --git a/.github/workflows/master.yml b/.github/workflows/master.yml
index e3c51530cc2..40c31f7ceb6 100644
--- a/.github/workflows/master.yml
+++ b/.github/workflows/master.yml
@@ -74,7 +74,7 @@ jobs:
             spark-archive: '-Pscala-2.13'
             exclude-tags: ''
             comment: 'normal'
-          - java: 21
+          - java: 25
             python: '3.11'
             spark: '4.2'
             spark-archive: '-Pscala-2.13'
@@ -270,6 +270,11 @@ jobs:
             spark-compile: "3.5"
             spark-runtime: "4.1"
             comment: "normal"
+          - java: 25
+            scala: "2.13"
+            spark-compile: "3.5"
+            spark-runtime: "4.2"
+            comment: "normal"
     env:
       SPARK_LOCAL_IP: localhost
       TEST_MODULES: "extensions/spark/kyuubi-spark-connector-hive,\
diff --git a/bin/load-kyuubi-env.sh b/bin/load-kyuubi-env.sh
index aa7cee023eb..79f1144698f 100755
--- a/bin/load-kyuubi-env.sh
+++ b/bin/load-kyuubi-env.sh
@@ -68,7 +68,6 @@ if [[ -z ${JAVA_HOME} ]]; then
 fi
 
 KYUUBI_JAVA_OPTS="$KYUUBI_JAVA_OPTS -XX:+IgnoreUnrecognizedVMOptions"
-KYUUBI_JAVA_OPTS="$KYUUBI_JAVA_OPTS -Dio.netty.tryReflectionSetAccessible=true"
 KYUUBI_JAVA_OPTS="$KYUUBI_JAVA_OPTS --add-opens=java.base/java.lang=ALL-UNNAMED"
 KYUUBI_JAVA_OPTS="$KYUUBI_JAVA_OPTS --add-opens=java.base/java.lang.invoke=ALL-UNNAMED"
 KYUUBI_JAVA_OPTS="$KYUUBI_JAVA_OPTS --add-opens=java.base/java.lang.reflect=ALL-UNNAMED"
@@ -85,10 +84,12 @@ KYUUBI_JAVA_OPTS="$KYUUBI_JAVA_OPTS --add-opens=java.base/sun.security.action=AL
 KYUUBI_JAVA_OPTS="$KYUUBI_JAVA_OPTS --add-opens=java.base/sun.security.tools.keytool=ALL-UNNAMED"
 KYUUBI_JAVA_OPTS="$KYUUBI_JAVA_OPTS --add-opens=java.base/sun.security.x509=ALL-UNNAMED"
 KYUUBI_JAVA_OPTS="$KYUUBI_JAVA_OPTS --add-opens=java.base/sun.util.calendar=ALL-UNNAMED"
+KYUUBI_JAVA_OPTS="$KYUUBI_JAVA_OPTS -Djdk.reflect.useDirectMethodHandle=false"
+KYUUBI_JAVA_OPTS="$KYUUBI_JAVA_OPTS --enable-native-access=ALL-UNNAMED"
+KYUUBI_JAVA_OPTS="$KYUUBI_JAVA_OPTS --sun-misc-unsafe-memory-access=allow"
 export KYUUBI_JAVA_OPTS="$KYUUBI_JAVA_OPTS"
 
 KYUUBI_CTL_JAVA_OPTS="$KYUUBI_CTL_JAVA_OPTS -XX:+IgnoreUnrecognizedVMOptions"
-KYUUBI_CTL_JAVA_OPTS="$KYUUBI_CTL_JAVA_OPTS -Dio.netty.tryReflectionSetAccessible=true"
 KYUUBI_CTL_JAVA_OPTS="$KYUUBI_CTL_JAVA_OPTS --add-opens=java.base/java.lang=ALL-UNNAMED"
 KYUUBI_CTL_JAVA_OPTS="$KYUUBI_CTL_JAVA_OPTS --add-opens=java.base/java.lang.invoke=ALL-UNNAMED"
 KYUUBI_CTL_JAVA_OPTS="$KYUUBI_CTL_JAVA_OPTS --add-opens=java.base/java.lang.reflect=ALL-UNNAMED"
@@ -105,6 +106,9 @@ KYUUBI_CTL_JAVA_OPTS="$KYUUBI_CTL_JAVA_OPTS --add-opens=java.base/sun.security.a
 KYUUBI_CTL_JAVA_OPTS="$KYUUBI_CTL_JAVA_OPTS --add-opens=java.base/sun.security.tools.keytool=ALL-UNNAMED"
 KYUUBI_CTL_JAVA_OPTS="$KYUUBI_CTL_JAVA_OPTS --add-opens=java.base/sun.security.x509=ALL-UNNAMED"
 KYUUBI_CTL_JAVA_OPTS="$KYUUBI_CTL_JAVA_OPTS --add-opens=java.base/sun.util.calendar=ALL-UNNAMED"
+KYUUBI_CTL_JAVA_OPTS="$KYUUBI_CTL_JAVA_OPTS -Djdk.reflect.useDirectMethodHandle=false"
+KYUUBI_CTL_JAVA_OPTS="$KYUUBI_CTL_JAVA_OPTS --sun-misc-unsafe-memory-access=allow"
+KYUUBI_CTL_JAVA_OPTS="$KYUUBI_CTL_JAVA_OPTS --enable-native-access=ALL-UNNAMED"
 export KYUUBI_CTL_JAVA_OPTS="$KYUUBI_CTL_JAVA_OPTS"
 
 export KYUUBI_SCALA_VERSION="${KYUUBI_SCALA_VERSION:-"2.12"}"
diff --git a/pom.xml b/pom.xml
index a5fe6fa0e3a..b379ab37f2c 100644
--- a/pom.xml
+++ b/pom.xml
@@ -306,7 +306,8 @@
             --add-opens=java.base/sun.security.x509=ALL-UNNAMED
             --add-opens=java.base/sun.util.calendar=ALL-UNNAMED
             -Djdk.reflect.useDirectMethodHandle=false
-            -Dio.netty.tryReflectionSetAccessible=true</extraJavaTestArgs>
+            --enable-native-access=ALL-UNNAMED
+            --sun-misc-unsafe-memory-access=allow</extraJavaTestArgs>
 
         <debugArgLine>-agentlib:jdwp=transport=dt_socket,server=y,suspend=n,address=5005</debugArgLine>
     </properties>
@@ -1999,6 +2000,21 @@
             </properties>
         </profile>
 
+        <profile>
+            <id>java-25</id>
+            <activation>
+                <jdk>25</jdk>
+            </activation>
+            <properties>
+                <!-- TODO: The current version of spotless(2.30.0) and google-java-format(1.7)
+                           does not support Java 25, but new version produces different outputs.
+                           Re-evaluate once we dropped support for Java 8. -->
+                <maven.plugin.spotless.version>2.43.0</maven.plugin.spotless.version>
+                <spotless.check.skip>true</spotless.check.skip>
+                <spotless.java.googlejavaformat.version>1.22.0</spotless.java.googlejavaformat.version>
+            </properties>
+        </profile>
+
         <profile>
             <id>scala-2.12</id>
             <properties>