diff --git a/docs/en/connector-v2/sink/Iceberg.md b/docs/en/connector-v2/sink/Iceberg.md
index 0b32bc7734f5..0ca271a60279 100644
--- a/docs/en/connector-v2/sink/Iceberg.md
+++ b/docs/en/connector-v2/sink/Iceberg.md
@@ -10,6 +10,7 @@
 
 > Spark<br/>
 > Flink<br/>
+> SeaTunnel Zeta<br/>
 
 ## Description
 
diff --git a/pom.xml b/pom.xml
index 7235af15e9b7..3c9865273fb1 100644
--- a/pom.xml
+++ b/pom.xml
@@ -85,7 +85,7 @@
         <hadoop.binary.version>2.7</hadoop.binary.version>
         <jackson.version>2.13.3</jackson.version>
         <lombok.version>1.18.24</lombok.version>
-        <commons-compress.version>1.24.0</commons-compress.version>
+        <commons-compress.version>1.20</commons-compress.version>
         <avro.version>1.11.1</avro.version>
         <skip.pmd.check>false</skip.pmd.check>
         <maven.deploy.skip>false</maven.deploy.skip>
diff --git a/release-note.md b/release-note.md
index 0ded29987d68..e57decf5bf3c 100644
--- a/release-note.md
+++ b/release-note.md
@@ -186,6 +186,7 @@
 - [Transform-V2] Add support CatalogTable for FilterFieldTransform (#4422)
 - [Transform-V2] Add catalog support for SQL Transform plugin (#4819)
 - [Connector-V2] [Assert] Support check the precision and scale of Decimal type (#6110)
+- [Connector-V2] [Iceberg] Support iceberg sink #6198
 
 ### Zeta(ST-Engine)
 
diff --git a/seatunnel-connectors-v2/connector-cdc/connector-cdc-base/pom.xml b/seatunnel-connectors-v2/connector-cdc/connector-cdc-base/pom.xml
index a4f082a3eae2..d9947ec324cc 100644
--- a/seatunnel-connectors-v2/connector-cdc/connector-cdc-base/pom.xml
+++ b/seatunnel-connectors-v2/connector-cdc/connector-cdc-base/pom.xml
@@ -69,8 +69,18 @@
                         <groupId>org.glassfish.jersey.core</groupId>
                         <artifactId>*</artifactId>
                     </exclusion>
+                    <exclusion>
+                        <!--The lower version is no longer compatible with Apple M1-->
+                        <groupId>com.github.luben</groupId>
+                        <artifactId>zstd-jni</artifactId>
+                    </exclusion>
                 </exclusions>
             </dependency>
+            <dependency>
+                <groupId>com.github.luben</groupId>
+                <artifactId>zstd-jni</artifactId>
+                <version>1.5.5-5</version>
+            </dependency>
         </dependencies>
     </dependencyManagement>
 
@@ -84,6 +94,10 @@
             <groupId>io.debezium</groupId>
             <artifactId>debezium-embedded</artifactId>
         </dependency>
+        <dependency>
+            <groupId>com.github.luben</groupId>
+            <artifactId>zstd-jni</artifactId>
+        </dependency>
         <dependency>
             <groupId>com.zaxxer</groupId>
             <artifactId>HikariCP</artifactId>
diff --git a/seatunnel-connectors-v2/connector-iceberg/pom.xml b/seatunnel-connectors-v2/connector-iceberg/pom.xml
index 9a3206d2fe68..309900b09c77 100644
--- a/seatunnel-connectors-v2/connector-iceberg/pom.xml
+++ b/seatunnel-connectors-v2/connector-iceberg/pom.xml
@@ -34,8 +34,19 @@
         <parquet-avro.version>1.13.1</parquet-avro.version>
         <avro.version>1.11.3</avro.version>
         <hive.version>2.3.9</hive.version>
+        <connector.name>connector-iceberg</connector.name>
     </properties>
 
+    <dependencyManagement>
+        <dependencies>
+            <dependency>
+                <groupId>com.github.luben</groupId>
+                <artifactId>zstd-jni</artifactId>
+                <version>1.5.5-5</version>
+            </dependency>
+        </dependencies>
+    </dependencyManagement>
+
     <dependencies>
         <dependency>
             <groupId>org.apache.seatunnel</groupId>
@@ -54,6 +65,7 @@
             <artifactId>iceberg-common</artifactId>
             <version>${iceberg.version}</version>
         </dependency>
+
         <dependency>
             <groupId>org.apache.iceberg</groupId>
             <artifactId>iceberg-api</artifactId>
@@ -200,4 +212,44 @@
 
     </dependencies>
 
+    <build>
+        <plugins>
+            <plugin>
+                <groupId>org.apache.maven.plugins</groupId>
+                <artifactId>maven-shade-plugin</artifactId>
+                <executions>
+                    <execution>
+                        <goals>
+                            <goal>shade</goal>
+                        </goals>
+                        <phase>package</phase>
+                        <configuration>
+                            <relocations>
+                                <relocation>
+                                    <pattern>org.apache.avro</pattern>
+                                    <!--suppress UnresolvedMavenProperty, this property is added by submodule-->
+                                    <shadedPattern>${seatunnel.shade.package}.${connector.name}.org.apache.avro</shadedPattern>
+                                </relocation>
+                                <relocation>
+                                    <pattern>org.apache.orc</pattern>
+                                    <shadedPattern>${seatunnel.shade.package}.${connector.name}.org.apache.orc</shadedPattern>
+                                </relocation>
+                                <relocation>
+                                    <pattern>org.apache.parquet</pattern>
+                                    <!--suppress UnresolvedMavenProperty -->
+                                    <shadedPattern>${seatunnel.shade.package}.${connector.name}.org.apache.parquet</shadedPattern>
+                                </relocation>
+                                <relocation>
+                                    <pattern>shaded.parquet</pattern>
+                                    <!--suppress UnresolvedMavenProperty -->
+                                    <shadedPattern>${seatunnel.shade.package}.${connector.name}.shaded.parquet</shadedPattern>
+                                </relocation>
+                            </relocations>
+                        </configuration>
+                    </execution>
+                </executions>
+            </plugin>
+        </plugins>
+    </build>
+
 </project>
diff --git a/seatunnel-connectors-v2/connector-iceberg/src/main/java/org/apache/seatunnel/connectors/seatunnel/iceberg/IcebergCatalogFactory.java b/seatunnel-connectors-v2/connector-iceberg/src/main/java/org/apache/seatunnel/connectors/seatunnel/iceberg/IcebergCatalogFactory.java
index b400347354c3..554099ef7b8c 100644
--- a/seatunnel-connectors-v2/connector-iceberg/src/main/java/org/apache/seatunnel/connectors/seatunnel/iceberg/IcebergCatalogFactory.java
+++ b/seatunnel-connectors-v2/connector-iceberg/src/main/java/org/apache/seatunnel/connectors/seatunnel/iceberg/IcebergCatalogFactory.java
@@ -26,8 +26,7 @@
 import org.apache.iceberg.common.DynClasses;
 import org.apache.iceberg.common.DynMethods;
 
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
+import lombok.extern.slf4j.Slf4j;
 
 import java.io.IOException;
 import java.io.Serializable;
@@ -38,11 +37,10 @@
 import java.nio.file.Paths;
 import java.util.List;
 
+@Slf4j
 public class IcebergCatalogFactory implements Serializable {
 
     private static final long serialVersionUID = -6003040601422350869L;
-    private static final Logger LOG =
-            LoggerFactory.getLogger(IcebergCatalogFactory.class.getName());
     private static final List<String> HADOOP_CONF_FILES =
             ImmutableList.of("core-site.xml", "hdfs-site.xml", "hive-site.xml");
     private CommonConfig config;
@@ -52,6 +50,8 @@ public IcebergCatalogFactory(CommonConfig config) {
     }
 
     public Catalog loadCatalog() {
+        // When using the seatunel engine, set the current class loader to prevent loading failures
+        Thread.currentThread().setContextClassLoader(IcebergCatalogFactory.class.getClassLoader());
         return CatalogUtil.buildIcebergCatalog(
                 config.getCatalogName(), config.getCatalogProps(), loadHadoopConfig(config));
     }
@@ -77,7 +77,7 @@ private Object loadHadoopConfig(CommonConfig config) {
         }
 
         if (configClass == null) {
-            LOG.info("Hadoop not found on classpath, not creating Hadoop config");
+            log.info("Hadoop not found on classpath, not creating Hadoop config");
             return null;
         }
 
@@ -100,7 +100,7 @@ private Object loadHadoopConfig(CommonConfig config) {
                                 try {
                                     addResourceMethod.invoke(path.toUri().toURL());
                                 } catch (IOException e) {
-                                    LOG.warn(
+                                    log.warn(
                                             "Error adding Hadoop resource {}, resource was not added",
                                             path,
                                             e);
@@ -109,13 +109,13 @@ private Object loadHadoopConfig(CommonConfig config) {
                         });
             }
             config.getHadoopProps().forEach(setMethod::invoke);
-            LOG.info("Hadoop config initialized: {}", configClass.getName());
+            log.info("Hadoop config initialized: {}", configClass.getName());
             return result;
         } catch (InstantiationException
                 | IllegalAccessException
                 | NoSuchMethodException
                 | InvocationTargetException e) {
-            LOG.warn(
+            log.warn(
                     "Hadoop found on classpath but could not create config, proceeding without config",
                     e);
         }
diff --git a/seatunnel-connectors-v2/connector-iceberg/src/main/java/org/apache/seatunnel/connectors/seatunnel/iceberg/IcebergTableLoader.java b/seatunnel-connectors-v2/connector-iceberg/src/main/java/org/apache/seatunnel/connectors/seatunnel/iceberg/IcebergTableLoader.java
index 4d55d5db7bb0..591c2450d0fa 100644
--- a/seatunnel-connectors-v2/connector-iceberg/src/main/java/org/apache/seatunnel/connectors/seatunnel/iceberg/IcebergTableLoader.java
+++ b/seatunnel-connectors-v2/connector-iceberg/src/main/java/org/apache/seatunnel/connectors/seatunnel/iceberg/IcebergTableLoader.java
@@ -19,6 +19,7 @@
 
 import org.apache.seatunnel.connectors.seatunnel.iceberg.config.CommonConfig;
 
+import org.apache.iceberg.CachingCatalog;
 import org.apache.iceberg.Table;
 import org.apache.iceberg.catalog.Catalog;
 import org.apache.iceberg.catalog.Namespace;
@@ -36,7 +37,7 @@ public class IcebergTableLoader implements Closeable, Serializable {
 
     private final IcebergCatalogFactory icebergCatalogFactory;
     private final String tableIdentifierStr;
-    private Catalog catalog;
+    private transient Catalog catalog;
 
     public IcebergTableLoader(
             @NonNull IcebergCatalogFactory icebergCatalogFactory,
@@ -54,12 +55,15 @@ public TableIdentifier getTableIdentifier() {
     }
 
     public IcebergTableLoader open() {
-        catalog = icebergCatalogFactory.loadCatalog();
+        catalog = CachingCatalog.wrap(icebergCatalogFactory.loadCatalog());
         return this;
     }
 
     public Table loadTable() {
         TableIdentifier tableIdentifier = TableIdentifier.parse(tableIdentifierStr);
+        if (catalog == null) {
+            open();
+        }
         return catalog.loadTable(tableIdentifier);
     }
 
diff --git a/seatunnel-connectors-v2/connector-iceberg/src/main/java/org/apache/seatunnel/connectors/seatunnel/iceberg/sink/commit/IcebergAggregatedCommitter.java b/seatunnel-connectors-v2/connector-iceberg/src/main/java/org/apache/seatunnel/connectors/seatunnel/iceberg/sink/commit/IcebergAggregatedCommitter.java
index 92b3fe35b5f8..a23e6a6b1e84 100644
--- a/seatunnel-connectors-v2/connector-iceberg/src/main/java/org/apache/seatunnel/connectors/seatunnel/iceberg/sink/commit/IcebergAggregatedCommitter.java
+++ b/seatunnel-connectors-v2/connector-iceberg/src/main/java/org/apache/seatunnel/connectors/seatunnel/iceberg/sink/commit/IcebergAggregatedCommitter.java
@@ -24,6 +24,7 @@
 import lombok.extern.slf4j.Slf4j;
 
 import java.io.IOException;
+import java.util.Collections;
 import java.util.List;
 
 /** Iceberg aggregated committer */
@@ -31,8 +32,7 @@
 public class IcebergAggregatedCommitter
         implements SinkAggregatedCommitter<IcebergCommitInfo, IcebergAggregatedCommitInfo> {
 
-    private transient IcebergFilesCommitter filesCommitter;
-    private IcebergTableLoader tableLoader;
+    private final IcebergFilesCommitter filesCommitter;
 
     public IcebergAggregatedCommitter(SinkConfig config) {
         IcebergTableLoader tableLoader = IcebergTableLoader.create(config).open();
@@ -45,7 +45,7 @@ public List<IcebergAggregatedCommitInfo> commit(
         for (IcebergAggregatedCommitInfo commitInfo : aggregatedCommitInfo) {
             commitFiles(commitInfo.commitInfos);
         }
-        return null;
+        return Collections.emptyList();
     }
 
     private void commitFiles(List<IcebergCommitInfo> commitInfos) {
diff --git a/seatunnel-connectors-v2/connector-iceberg/src/main/java/org/apache/seatunnel/connectors/seatunnel/iceberg/utils/SeaTunnelRowConverter.java b/seatunnel-connectors-v2/connector-iceberg/src/main/java/org/apache/seatunnel/connectors/seatunnel/iceberg/utils/SeaTunnelRowConverter.java
index 8b2be3711102..a9fb4ef5ae47 100644
--- a/seatunnel-connectors-v2/connector-iceberg/src/main/java/org/apache/seatunnel/connectors/seatunnel/iceberg/utils/SeaTunnelRowConverter.java
+++ b/seatunnel-connectors-v2/connector-iceberg/src/main/java/org/apache/seatunnel/connectors/seatunnel/iceberg/utils/SeaTunnelRowConverter.java
@@ -294,7 +294,6 @@ protected List<Object> convertListValue(
             SeaTunnelDataType fromType,
             Types.ListType type,
             SchemaChangeWrapper wrapper) {
-        ;
         Preconditions.checkArgument(value.getClass().isArray());
         Object[] list = (Object[]) value;
         return Arrays.stream(list)
diff --git a/seatunnel-dist/pom.xml b/seatunnel-dist/pom.xml
index b00f07f43c57..98d9be234f21 100644
--- a/seatunnel-dist/pom.xml
+++ b/seatunnel-dist/pom.xml
@@ -108,8 +108,6 @@
                 <hive.jdbc.version>3.1.3</hive.jdbc.version>
                 <aliyun.sdk.oss.version>3.4.1</aliyun.sdk.oss.version>
                 <jdom.version>1.1</jdom.version>
-
-                <zstd-jni.version>1.5.5-5</zstd-jni.version>
             </properties>
             <dependencies>
                 <!-- starters -->
@@ -674,13 +672,6 @@
                     <version>${hadoop-aliyun.version}</version>
                     <scope>provided</scope>
                 </dependency>
-
-                <dependency>
-                    <groupId>com.github.luben</groupId>
-                    <artifactId>zstd-jni</artifactId>
-                    <version>${zstd-jni.version}</version>
-                    <scope>provided</scope>
-                </dependency>
                 <!-- hadoop jar end -->
             </dependencies>
             <repositories>
diff --git a/seatunnel-dist/src/main/assembly/assembly-bin-ci.xml b/seatunnel-dist/src/main/assembly/assembly-bin-ci.xml
index 79ebf8bbf01a..5c1171a82dab 100644
--- a/seatunnel-dist/src/main/assembly/assembly-bin-ci.xml
+++ b/seatunnel-dist/src/main/assembly/assembly-bin-ci.xml
@@ -179,10 +179,6 @@
                 <include>io.netty:netty-buffer:jar</include>
                 <include>io.netty:netty-common:jar</include>
 
-                <!--Add avro and zstd-jni jar -->
-                <include>com.github.luben:zstd-jni:jar</include>
-                <include>com.github.luben:zstd-jni:jar</include>
-
             </includes>
             <outputFileNameMapping>${artifact.file.name}</outputFileNameMapping>
             <outputDirectory>/lib</outputDirectory>
diff --git a/seatunnel-e2e/seatunnel-connector-v2-e2e/connector-iceberg-e2e/src/test/java/org/apache/seatunnel/e2e/connector/iceberg/IcebergSinkCDCIT.java b/seatunnel-e2e/seatunnel-connector-v2-e2e/connector-iceberg-e2e/src/test/java/org/apache/seatunnel/e2e/connector/iceberg/IcebergSinkCDCIT.java
index fe9139019dea..d4efd489d0ea 100644
--- a/seatunnel-e2e/seatunnel-connector-v2-e2e/connector-iceberg-e2e/src/test/java/org/apache/seatunnel/e2e/connector/iceberg/IcebergSinkCDCIT.java
+++ b/seatunnel-e2e/seatunnel-connector-v2-e2e/connector-iceberg-e2e/src/test/java/org/apache/seatunnel/e2e/connector/iceberg/IcebergSinkCDCIT.java
@@ -71,8 +71,8 @@
 @Slf4j
 @DisabledOnContainer(
         value = {},
-        type = {EngineType.SEATUNNEL, EngineType.SPARK},
-        disabledReason = "")
+        type = {EngineType.SPARK},
+        disabledReason = "Currently SPARK do not support cdc")
 @DisabledOnOs(OS.WINDOWS)
 public class IcebergSinkCDCIT extends TestSuiteBase implements TestResource {
 
@@ -116,12 +116,15 @@ private String zstdUrl() {
     protected final ContainerExtendedFactory extendedFactory =
             container -> {
                 container.execInContainer("sh", "-c", "mkdir -p " + CATALOG_DIR);
-                container.execInContainer("sh", "-c", "chown -R flink " + CATALOG_DIR);
-                container.execInContainer(
-                        "sh",
-                        "-c",
-                        "mkdir -p /tmp/seatunnel/lib && cd /tmp/seatunnel/lib && wget "
-                                + zstdUrl());
+                container.execInContainer("sh", "-c", "chmod -R 777 " + CATALOG_DIR);
+                Container.ExecResult extraCommandsZSTD =
+                        container.execInContainer(
+                                "sh",
+                                "-c",
+                                "mkdir -p /tmp/seatunnel/plugins/Iceberg/lib && cd /tmp/seatunnel/plugins/Iceberg/lib && wget "
+                                        + zstdUrl());
+                Assertions.assertEquals(
+                        0, extraCommandsZSTD.getExitCode(), extraCommandsZSTD.getStderr());
                 Container.ExecResult extraCommands =
                         container.execInContainer(
                                 "sh",
@@ -198,7 +201,6 @@ public void testMysqlCdcCheckDataE2e(TestContainer container)
                     }
                     return null;
                 });
-
         insertAndCheckData(container);
         upsertAndCheckData(container);
     }
diff --git a/seatunnel-e2e/seatunnel-connector-v2-e2e/connector-iceberg-e2e/src/test/java/org/apache/seatunnel/e2e/connector/iceberg/IcebergSinkIT.java b/seatunnel-e2e/seatunnel-connector-v2-e2e/connector-iceberg-e2e/src/test/java/org/apache/seatunnel/e2e/connector/iceberg/IcebergSinkIT.java
index 32c3b4007ff6..20c1b02914e5 100644
--- a/seatunnel-e2e/seatunnel-connector-v2-e2e/connector-iceberg-e2e/src/test/java/org/apache/seatunnel/e2e/connector/iceberg/IcebergSinkIT.java
+++ b/seatunnel-e2e/seatunnel-connector-v2-e2e/connector-iceberg-e2e/src/test/java/org/apache/seatunnel/e2e/connector/iceberg/IcebergSinkIT.java
@@ -24,8 +24,8 @@
 import org.apache.seatunnel.connectors.seatunnel.iceberg.config.SourceConfig;
 import org.apache.seatunnel.e2e.common.TestSuiteBase;
 import org.apache.seatunnel.e2e.common.container.ContainerExtendedFactory;
-import org.apache.seatunnel.e2e.common.container.EngineType;
 import org.apache.seatunnel.e2e.common.container.TestContainer;
+import org.apache.seatunnel.e2e.common.container.TestContainerId;
 import org.apache.seatunnel.e2e.common.junit.DisabledOnContainer;
 import org.apache.seatunnel.e2e.common.junit.TestContainerExtension;
 
@@ -55,8 +55,8 @@
 
 @Slf4j
 @DisabledOnContainer(
-        value = {},
-        type = {EngineType.SEATUNNEL, EngineType.SPARK},
+        value = {TestContainerId.SPARK_2_4},
+        type = {},
         disabledReason = "")
 @DisabledOnOs(OS.WINDOWS)
 public class IcebergSinkIT extends TestSuiteBase {
@@ -73,14 +73,12 @@ private String zstdUrl() {
     protected final ContainerExtendedFactory extendedFactory =
             container -> {
                 container.execInContainer("sh", "-c", "mkdir -p " + CATALOG_DIR);
-                container.execInContainer("sh", "-c", "chown 777 " + CATALOG_DIR);
-                Container.ExecResult extraCommands =
-                        container.execInContainer(
-                                "sh",
-                                "-c",
-                                "mkdir -p /tmp/seatunnel/lib && cd /tmp/seatunnel/lib && wget "
-                                        + zstdUrl());
-                Assertions.assertEquals(0, extraCommands.getExitCode(), extraCommands.getStderr());
+                container.execInContainer("sh", "-c", "chmod -R 777  " + CATALOG_DIR);
+                container.execInContainer(
+                        "sh",
+                        "-c",
+                        "mkdir -p /tmp/seatunnel/plugins/Iceberg/lib && cd /tmp/seatunnel/plugins/Iceberg/lib && wget "
+                                + zstdUrl());
             };
 
     private final String NAMESPACE_TAR = NAMESPACE + ".tar.gz";
diff --git a/seatunnel-shade/seatunnel-hadoop3-3.1.4-uber/pom.xml b/seatunnel-shade/seatunnel-hadoop3-3.1.4-uber/pom.xml
index 85e771e5c789..3e9f4b85a39f 100644
--- a/seatunnel-shade/seatunnel-hadoop3-3.1.4-uber/pom.xml
+++ b/seatunnel-shade/seatunnel-hadoop3-3.1.4-uber/pom.xml
@@ -47,19 +47,7 @@
             <groupId>org.apache.hadoop</groupId>
             <artifactId>hadoop-client</artifactId>
             <version>${hadoop3.version}</version>
-            <exclusions>
-                <exclusion>
-                    <groupId>org.apache.avro</groupId>
-                    <artifactId>avro</artifactId>
-                </exclusion>
-            </exclusions>
         </dependency>
-        <dependency>
-            <groupId>org.apache.avro</groupId>
-            <artifactId>avro</artifactId>
-            <version>${avro.version}</version>
-        </dependency>
-
     </dependencies>
 
     <build>