diff --git a/.github/workflows/build-and-test-scheduled-3.2.yml b/.github/workflows/build-and-test-scheduled-3.2.yml
index 8604231569..2381e2289b 100644
--- a/.github/workflows/build-and-test-scheduled-3.2.yml
+++ b/.github/workflows/build-and-test-scheduled-3.2.yml
@@ -134,7 +134,7 @@ jobs:
       fail-fast: false
       matrix:
         os: [ ubuntu-latest, windows-latest ]
-        jdk: [ 8, 11, 17, 19, 21 ]
+        jdk: [ 8, 11, 17, 21 ]
     env:
       DISABLE_FILE_SYSTEM_TEST: true
     steps:
@@ -142,8 +142,9 @@ jobs:
         with:
           ref: "3.2"
       - name: "Set up JDK ${{ matrix.jdk }}"
-        uses: actions/setup-java@v1
+        uses: actions/setup-java@v3
         with:
+          distribution: 'zulu'
           java-version: ${{ matrix.jdk }}
       - uses: actions/cache@v3
         name: "Cache local Maven repository"
@@ -180,7 +181,7 @@ jobs:
       fail-fast: false
       matrix:
         os: [ ubuntu-latest, windows-latest ]
-        jdk: [ 8, 11, 17, 19, 21 ]
+        jdk: [ 8, 11, 17, 21 ]
     env:
       DISABLE_FILE_SYSTEM_TEST: true
       DUBBO_DEFAULT_SERIALIZATION: fastjson2
@@ -190,8 +191,9 @@ jobs:
         with:
           ref: "3.2"
       - name: "Set up JDK ${{ matrix.jdk }}"
-        uses: actions/setup-java@v1
+        uses: actions/setup-java@v3
         with:
+          distribution: 'zulu'
           java-version: ${{ matrix.jdk }}
       - uses: actions/cache@v3
         name: "Cache local Maven repository"
@@ -209,13 +211,21 @@ jobs:
           key: zookeeper-${{ runner.os }}-${{ env.ZOOKEEPER_VERSION }}
           restore-keys: |
             zookeeper-${{ runner.os }}-
+      - name: "Test with Maven with Integration Tests on JDK 8"
+        timeout-minutes: 70
+        if: ${{ startsWith( matrix.os, 'ubuntu') && matrix.jdk == '8' }}
+        run: ./mvnw --batch-mode --no-snapshot-updates -e --no-transfer-progress --fail-fast clean test verify -Pjacoco,'!jdk15ge' -Dmaven.wagon.httpconnectionManager.ttlSeconds=120 -Dmaven.wagon.http.retryHandler.count=5 -DskipTests=false -DskipIntegrationTests=false -Dcheckstyle.skip=false -Dcheckstyle_unix.skip=false -Drat.skip=false -Dmaven.javadoc.skip=true -DembeddedZookeeperPath=${{ github.workspace }}/.tmp/zookeeper
+      - name: "Test with Maven without Integration Tests on JDK 8"
+        timeout-minutes: 90
+        if: ${{ startsWith( matrix.os, 'windows') && matrix.jdk == '8' }}
+        run: ./mvnw --batch-mode --no-snapshot-updates -e --no-transfer-progress --fail-fast clean test verify -P"jacoco,'!jdk15ge'" -D"http.keepAlive=false" -D"maven.wagon.http.pool=false" -D"maven.wagon.httpconnectionManager.ttlSeconds=120" -D"maven.wagon.http.retryHandler.count=5" -DskipTests=false -DskipIntegrationTests=true -D"checkstyle.skip=false" -D"checkstyle_unix.skip=true" -D"rat.skip=false" -D"maven.javadoc.skip=true" -D"embeddedZookeeperPath=${{ github.workspace }}/.tmp/zookeeper"
       - name: "Test with Maven with Integration Tests"
         timeout-minutes: 70
-        if: ${{ startsWith( matrix.os, 'ubuntu') }}
+        if: ${{ startsWith( matrix.os, 'ubuntu') && matrix.jdk != '8' }}
         run: ./mvnw --batch-mode --no-snapshot-updates -e --no-transfer-progress --fail-fast clean test verify -Pjacoco,jdk15ge-simple,'!jdk15ge' -Dmaven.wagon.httpconnectionManager.ttlSeconds=120 -Dmaven.wagon.http.retryHandler.count=5 -DskipTests=false -DskipIntegrationTests=false -Dcheckstyle.skip=false -Dcheckstyle_unix.skip=false -Drat.skip=false -Dmaven.javadoc.skip=true -DembeddedZookeeperPath=${{ github.workspace }}/.tmp/zookeeper
       - name: "Test with Maven without Integration Tests"
         timeout-minutes: 90
-        if: ${{ startsWith( matrix.os, 'windows') }}
+        if: ${{ startsWith( matrix.os, 'windows') && matrix.jdk != '8' }}
         run: ./mvnw --batch-mode --no-snapshot-updates -e --no-transfer-progress --fail-fast clean test verify -P"jacoco,jdk15ge-simple,'!jdk15ge'" -D"http.keepAlive=false" -D"maven.wagon.http.pool=false" -D"maven.wagon.httpconnectionManager.ttlSeconds=120" -D"maven.wagon.http.retryHandler.count=5" -DskipTests=false -DskipIntegrationTests=true -D"checkstyle.skip=false" -D"checkstyle_unix.skip=true" -D"rat.skip=false" -D"maven.javadoc.skip=true" -D"embeddedZookeeperPath=${{ github.workspace }}/.tmp/zookeeper"
       - name: "Upload coverage to Codecov"
         uses: codecov/codecov-action@v3
@@ -249,7 +259,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        jdk: [ 8, 11, 17, 19, 21 ]
+        jdk: [ 8, 11, 17, 21 ]
         job_id: [1, 2, 3, 4, 5]
     steps:
       - uses: actions/checkout@v3
@@ -278,8 +288,9 @@ jobs:
           name: test-list
           path: test/jobs/
       - name: "Set up JDK ${{matrix.jdk}}"
-        uses: actions/setup-java@v1
+        uses: actions/setup-java@v3
         with:
+          distribution: 'zulu'
           java-version: ${{matrix.jdk}}
       - name: "Init Candidate Versions"
         run: |
@@ -306,7 +317,7 @@ jobs:
       JAVA_VER: ${{matrix.jdk}}
     strategy:
       matrix:
-        jdk: [ 8, 11, 17, 19, 21 ]
+        jdk: [ 8, 11, 17, 21 ]
     steps:
       - uses: actions/checkout@v3
         with:
@@ -335,8 +346,9 @@ jobs:
           path: "./dubbo-test-tools"
 
       - name: "Set up JDK 17"
-        uses: actions/setup-java@v1
+        uses: actions/setup-java@v3
         with:
+          distribution: 'zulu'
           java-version: 17
 
       - name: "Compile Dubbo (Linux)"
diff --git a/.github/workflows/release-test.yml b/.github/workflows/release-test.yml
index 08fbec1abc..431b909cf5 100644
--- a/.github/workflows/release-test.yml
+++ b/.github/workflows/release-test.yml
@@ -64,7 +64,7 @@ jobs:
         run: 7z a ${{ github.workspace }}/checkstyle.zip *checkstyle* -r
       - name: "Upload checkstyle file if failure"
         if: failure()
-        uses: actions/upload-artifact@v2
+        uses: actions/upload-artifact@v3
         with:
           name: "checkstyle-file"
           path: ${{ github.workspace }}/checkstyle.zip
@@ -132,7 +132,7 @@ jobs:
       fail-fast: false
       matrix:
         os: [ ubuntu-latest, windows-latest ]
-        jdk: [ 8, 11, 17, 19 ]
+        jdk: [ 8, 11, 17, 21 ]
     env:
       DISABLE_FILE_SYSTEM_TEST: true
     steps:
@@ -150,6 +150,14 @@ jobs:
           restore-keys: |
             ${{ runner.os }}-maven-${{ hashFiles('**/pom.xml') }}
             ${{ runner.os }}-maven-
+      - uses: actions/cache@v3
+        name: "Cache zookeeper binary archive"
+        id: "cache-zookeeper"
+        with:
+          path: ${{ github.workspace }}/.tmp/zookeeper
+          key: zookeeper-${{ runner.os }}-${{ env.ZOOKEEPER_VERSION }}
+          restore-keys: |
+            zookeeper-${{ runner.os }}-
       - name: "Test with Maven with Integration Tests"
         timeout-minutes: 70
         if: ${{ startsWith( matrix.os, 'ubuntu') }}
@@ -169,7 +177,7 @@ jobs:
       fail-fast: false
       matrix:
         os: [ ubuntu-latest, windows-latest ]
-        jdk: [ 8, 11, 17, 19 ]
+        jdk: [ 8, 11, 17, 21 ]
     env:
       DISABLE_FILE_SYSTEM_TEST: true
       DUBBO_DEFAULT_SERIALIZATION: fastjson2
@@ -189,14 +197,30 @@ jobs:
           restore-keys: |
             ${{ runner.os }}-maven-${{ hashFiles('**/pom.xml') }}
             ${{ runner.os }}-maven-
+      - uses: actions/cache@v3
+        name: "Cache zookeeper binary archive"
+        id: "cache-zookeeper"
+        with:
+          path: ${{ github.workspace }}/.tmp/zookeeper
+          key: zookeeper-${{ runner.os }}-${{ env.ZOOKEEPER_VERSION }}
+          restore-keys: |
+            zookeeper-${{ runner.os }}-
+      - name: "Test with Maven with Integration Tests on JDK 8"
+        timeout-minutes: 70
+        if: ${{ startsWith( matrix.os, 'ubuntu') && matrix.jdk == '8' }}
+        run: ./mvnw --batch-mode --no-snapshot-updates -e --no-transfer-progress --fail-fast clean test verify -Pjacoco,'!jdk15ge' -Dmaven.wagon.httpconnectionManager.ttlSeconds=120 -Dmaven.wagon.http.retryHandler.count=5 -DskipTests=false -DskipIntegrationTests=false -Dcheckstyle.skip=false -Dcheckstyle_unix.skip=false -Drat.skip=false -Dmaven.javadoc.skip=true -DembeddedZookeeperPath=${{ github.workspace }}/.tmp/zookeeper
+      - name: "Test with Maven without Integration Tests on JDK 8"
+        timeout-minutes: 90
+        if: ${{ startsWith( matrix.os, 'windows') && matrix.jdk == '8' }}
+        run: ./mvnw --batch-mode --no-snapshot-updates -e --no-transfer-progress --fail-fast clean test verify -P"jacoco,'!jdk15ge'" -D"http.keepAlive=false" -D"maven.wagon.http.pool=false" -D"maven.wagon.httpconnectionManager.ttlSeconds=120" -D"maven.wagon.http.retryHandler.count=5" -DskipTests=false -DskipIntegrationTests=true -D"checkstyle.skip=false" -D"checkstyle_unix.skip=true" -D"rat.skip=false" -D"maven.javadoc.skip=true" -D"embeddedZookeeperPath=${{ github.workspace }}/.tmp/zookeeper"
       - name: "Test with Maven with Integration Tests"
         timeout-minutes: 70
-        if: ${{ startsWith( matrix.os, 'ubuntu') }}
-        run: ./mvnw --batch-mode --no-snapshot-updates -e --no-transfer-progress --fail-fast clean test verify -Pjacoco -Dmaven.wagon.httpconnectionManager.ttlSeconds=120 -Dmaven.wagon.http.retryHandler.count=5 -DskipTests=false -DskipIntegrationTests=false -Dcheckstyle.skip=false -Dcheckstyle_unix.skip=false -Drat.skip=false -Dmaven.javadoc.skip=true -DembeddedZookeeperPath=${{ github.workspace }}/.tmp/zookeeper
+        if: ${{ startsWith( matrix.os, 'ubuntu') && matrix.jdk != '8' }}
+        run: ./mvnw --batch-mode --no-snapshot-updates -e --no-transfer-progress --fail-fast clean test verify -Pjacoco,jdk15ge-simple,'!jdk15ge' -Dmaven.wagon.httpconnectionManager.ttlSeconds=120 -Dmaven.wagon.http.retryHandler.count=5 -DskipTests=false -DskipIntegrationTests=false -Dcheckstyle.skip=false -Dcheckstyle_unix.skip=false -Drat.skip=false -Dmaven.javadoc.skip=true -DembeddedZookeeperPath=${{ github.workspace }}/.tmp/zookeeper
       - name: "Test with Maven without Integration Tests"
         timeout-minutes: 90
-        if: ${{ startsWith( matrix.os, 'windows') }}
-        run: ./mvnw --batch-mode --no-snapshot-updates -e --no-transfer-progress --fail-fast clean test verify -Pjacoco -D"http.keepAlive=false" -D"maven.wagon.http.pool=false" -D"maven.wagon.httpconnectionManager.ttlSeconds=120" -D"maven.wagon.http.retryHandler.count=5" -DskipTests=false -DskipIntegrationTests=true -D"checkstyle.skip=false" -D"checkstyle_unix.skip=true" -D"rat.skip=false" -D"maven.javadoc.skip=true" -D"embeddedZookeeperPath=${{ github.workspace }}/.tmp/zookeeper"
+        if: ${{ startsWith( matrix.os, 'windows') && matrix.jdk != '8' }}
+        run: ./mvnw --batch-mode --no-snapshot-updates -e --no-transfer-progress --fail-fast clean test verify -P"jacoco,jdk15ge-simple,'!jdk15ge'" -D"http.keepAlive=false" -D"maven.wagon.http.pool=false" -D"maven.wagon.httpconnectionManager.ttlSeconds=120" -D"maven.wagon.http.retryHandler.count=5" -DskipTests=false -DskipIntegrationTests=true -D"checkstyle.skip=false" -D"checkstyle_unix.skip=true" -D"rat.skip=false" -D"maven.javadoc.skip=true" -D"embeddedZookeeperPath=${{ github.workspace }}/.tmp/zookeeper"
       - name: "Upload coverage to Codecov"
         uses: codecov/codecov-action@v3
 
@@ -229,7 +253,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        jdk: [ 8, 11, 17, 19 ]
+        jdk: [ 8, 11, 17, 21 ]
         job_id: [1, 2, 3, 4, 5]
     steps:
       - uses: actions/checkout@v3
@@ -286,7 +310,7 @@ jobs:
       JAVA_VER: ${{matrix.jdk}}
     strategy:
       matrix:
-        jdk: [ 8, 11, 17, 19 ]
+        jdk: [ 8, 11, 17, 21 ]
     steps:
       - uses: actions/checkout@v3
         with:
@@ -333,7 +357,7 @@ jobs:
       - name: "Upload error code inspection result"
         # always() should not be used here, since we don't need to handle the 'canceled' situation.
         if: ${{ success() || failure() }}
-        uses: actions/upload-artifact@v2
+        uses: actions/upload-artifact@v3
         with:
           name: "error-inspection-result"
           path: ${{ github.workspace }}/dubbo-test-tools/dubbo-error-code-inspector/error-inspection-result.txt
@@ -343,6 +367,7 @@ jobs:
     steps:
       - uses: actions/checkout@v3
         with:
+          ref: "3.2"
           path: "./dubbo"
 
       - name: "Setup GraalVM environment"
diff --git a/dubbo-config/dubbo-config-spring/src/test/resources/META-INF/isolation/dubbo-consumer.xml b/dubbo-config/dubbo-config-spring/src/test/resources/META-INF/isolation/dubbo-consumer.xml
index e442c3eb66..8d8c7cbdbb 100644
--- a/dubbo-config/dubbo-config-spring/src/test/resources/META-INF/isolation/dubbo-consumer.xml
+++ b/dubbo-config/dubbo-config-spring/src/test/resources/META-INF/isolation/dubbo-consumer.xml
@@ -26,7 +26,7 @@
 
     <dubbo:metadata-report address="zookeeper://127.0.0.1:2181"/>
 
-    <dubbo:registry id="demo1" address="zookeeper://127.0.0.1:2181?registry-type=service"/>
+    <dubbo:registry id="demo1" address="zookeeper://127.0.0.1:2181"/>
 
     <!-- refer with dubbo protocol-->
     <dubbo:reference version="1.0.0" group="Group1" id="dubbo-demoServiceV1" check="false" scope="remote"
diff --git a/dubbo-metrics/dubbo-metrics-api/src/test/java/org/apache/dubbo/metrics/aggregate/SlidingWindowTest.java b/dubbo-metrics/dubbo-metrics-api/src/test/java/org/apache/dubbo/metrics/aggregate/SlidingWindowTest.java
index 58b74b604f..efcaef6af8 100644
--- a/dubbo-metrics/dubbo-metrics-api/src/test/java/org/apache/dubbo/metrics/aggregate/SlidingWindowTest.java
+++ b/dubbo-metrics/dubbo-metrics-api/src/test/java/org/apache/dubbo/metrics/aggregate/SlidingWindowTest.java
@@ -18,6 +18,7 @@
 package org.apache.dubbo.metrics.aggregate;
 
 import org.junit.jupiter.api.BeforeEach;
+import org.junit.jupiter.api.RepeatedTest;
 import org.junit.jupiter.api.Test;
 
 import java.util.concurrent.atomic.LongAdder;
@@ -40,7 +41,7 @@ class SlidingWindowTest {
         window = new TestSlidingWindow(paneCount, intervalInMs);
     }
 
-    @Test
+    @RepeatedTest(1000)
     void testCurrentPane() {
         assertNull(window.currentPane(/* invalid time*/-1L));
         long timeInMs = System.currentTimeMillis();
@@ -48,7 +49,7 @@ class SlidingWindowTest {
         assertNotNull(currentPane);
         // reuse test
         assertEquals(currentPane,
-            window.currentPane(1 + timeInMs + window.getPaneIntervalInMs() * paneCount));
+            window.currentPane(timeInMs + window.getPaneIntervalInMs() * paneCount));
     }
 
     @Test