diff --git a/catalogs/catalog-lakehouse-paimon/build.gradle.kts b/catalogs/catalog-lakehouse-paimon/build.gradle.kts
index d388ecd2a0..5f84764188 100644
--- a/catalogs/catalog-lakehouse-paimon/build.gradle.kts
+++ b/catalogs/catalog-lakehouse-paimon/build.gradle.kts
@@ -46,6 +46,7 @@ dependencies {
     exclude("com.sun.jersey")
     exclude("javax.servlet")
     exclude("org.apache.curator")
+    exclude("org.apache.hive")
     exclude("org.apache.hbase")
     exclude("org.apache.zookeeper")
     exclude("org.eclipse.jetty.aggregate:jetty-all")
@@ -70,6 +71,15 @@ dependencies {
     exclude("org.apache.paimon:paimon-shade-caffeine-2")
     exclude("org.apache.paimon:paimon-shade-guava-30")
   }
+  implementation(libs.hive2.metastore) {
+    exclude("*")
+  }
+  implementation(libs.hive2.exec) {
+    exclude("*")
+  }
+  implementation(libs.hive2.common) {
+    exclude("*")
+  }
   implementation(libs.bundles.log4j)
   implementation(libs.commons.lang3)
   implementation(libs.guava)
diff --git a/docs/lakehouse-paimon-catalog.md b/docs/lakehouse-paimon-catalog.md
index 4c336f3d32..14595f06cb 100644
--- a/docs/lakehouse-paimon-catalog.md
+++ b/docs/lakehouse-paimon-catalog.md
@@ -22,17 +22,16 @@ Builds with Apache Paimon `0.8.0`.
 
 ### Catalog capabilities
 
-- Works as a catalog proxy, supporting `FilesystemCatalog` and `JdbcCatalog`.
+- Works as a catalog proxy, supporting `FilesystemCatalog`, `JdbcCatalog` and `HiveCatalog`.
 - Supports DDL operations for Paimon schemas and tables.
 
-- Doesn't support `HiveCatalog` catalog backend now.
 - Doesn't support alterSchema.
 
 ### Catalog properties
 
 | Property name                                      | Description                                                                                                                                                                                                 | Default value          | Required                                                        | Since Version     |
 |----------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|------------------------|-----------------------------------------------------------------|-------------------|
-| `catalog-backend`                                  | Catalog backend of Gravitino Paimon catalog. Supports `filesystem` and `jdbc` now.                                                                                                                          | (none)                 | Yes                                                             | 0.6.0-incubating  |
+| `catalog-backend`                                  | Catalog backend of Gravitino Paimon catalog. Supports `filesystem`, `jdbc` and `hive`.                                                                                                                      | (none)                 | Yes                                                             | 0.6.0-incubating  |
 | `uri`                                              | The URI configuration of the Paimon catalog. `thrift://127.0.0.1:9083` or `jdbc:postgresql://127.0.0.1:5432/db_name` or `jdbc:mysql://127.0.0.1:3306/metastore_db`. It is optional for `FilesystemCatalog`. | (none)                 | required if the value of `catalog-backend` is not `filesystem`. | 0.6.0-incubating  |
 | `warehouse`                                        | Warehouse directory of catalog. `file:///user/hive/warehouse-paimon/` for local fs, `hdfs://namespace/hdfs/path` for HDFS , `s3://{bucket-name}/path/` for S3 or `oss://{bucket-name}/path` for Aliyun OSS  | (none)                 | Yes                                                             | 0.6.0-incubating  |
 | `authentication.type`                              | The type of authentication for Paimon catalog backend, currently Gravitino only supports `Kerberos` and `simple`.                                                                                           | `simple`               | No                                                              | 0.6.0-incubating  |
@@ -51,6 +50,9 @@ Builds with Apache Paimon `0.8.0`.
 If you want to use the `oss` or `s3` warehouse, you need to place related jars in the `catalogs/lakehouse-paimon/lib` directory, more information can be found in the [Paimon S3](https://paimon.apache.org/docs/master/filesystems/s3/). 
 :::
 
+:::note
+The hive backend does not support the kerberos authentication now.
+:::
 
 Any properties not defined by Gravitino with `gravitino.bypass.` prefix will pass to Paimon catalog properties and HDFS configuration. For example, if specify `gravitino.bypass.table.type`, `table.type` will pass to Paimon catalog properties.