diff --git a/docs/content/how-to/creating-catalogs.md b/docs/content/how-to/creating-catalogs.md
index 9c7dce1b7370..43d23dc1f51a 100644
--- a/docs/content/how-to/creating-catalogs.md
+++ b/docs/content/how-to/creating-catalogs.md
@@ -178,7 +178,9 @@ For instance, using the option `hive.table.owner=Jon` will automatically add the
 
 ## Creating a Catalog with JDBC Metastore
 
-By using the Paimon JDBC catalog, changes to the catalog will be directly stored in relational databases such as MySQL, postgres, etc.
+By using the Paimon JDBC catalog, changes to the catalog will be directly stored in relational databases such as SQLite, MySQL, postgres, etc.
+
+Currently, lock configuration is only supported for MySQL and SQLite. If you are using a different type of database for catalog storage, please do not configure `lock.enabled`.
 
 {{< tabs "jdbc-metastore-example" >}}
 
@@ -198,15 +200,15 @@ CREATE CATALOG my_jdbc WITH (
     'uri' = 'jdbc:mysql://<host>:<port>/<databaseName>',
     'jdbc.user' = '...', 
     'jdbc.password' = '...', 
-    'store-key'='jdbc',
+    'catalog-key'='jdbc',
     'warehouse' = 'hdfs:///path/to/warehouse'
 );
 
 USE CATALOG my_jdbc;
 ```
-You can define any connection parameters for a database with the prefix "jdbc.".
+You can configure any connection parameters that have been declared by JDBC through "jdbc.", the connection parameters may be different between different databases, please configure according to the actual situation.
 
-You can also perform logical isolation for databases under multiple catalogs by specifying "store-key".
+You can also perform logical isolation for databases under multiple catalogs by specifying "catalog-key".
 
 You can define any default table options with the prefix `table-default.` for tables created in the catalog.
 
diff --git a/docs/layouts/shortcodes/generated/jdbc_catalog_configuration.html b/docs/layouts/shortcodes/generated/jdbc_catalog_configuration.html
index 0cad5380d7d8..617018ce9f5b 100644
--- a/docs/layouts/shortcodes/generated/jdbc_catalog_configuration.html
+++ b/docs/layouts/shortcodes/generated/jdbc_catalog_configuration.html
@@ -27,7 +27,7 @@
     </thead>
     <tbody>
         <tr>
-            <td><h5>store-key</h5></td>
+            <td><h5>catalog-key</h5></td>
             <td style="word-wrap: break-word;">(none)</td>
             <td>String</td>
             <td>Custom jdbc catalog store key.</td>
diff --git a/paimon-core/src/main/java/org/apache/paimon/jdbc/JdbcCatalog.java b/paimon-core/src/main/java/org/apache/paimon/jdbc/JdbcCatalog.java
index f1eb5f66d8cb..5dc2abc9e416 100644
--- a/paimon-core/src/main/java/org/apache/paimon/jdbc/JdbcCatalog.java
+++ b/paimon-core/src/main/java/org/apache/paimon/jdbc/JdbcCatalog.java
@@ -65,15 +65,15 @@ public class JdbcCatalog extends AbstractCatalog {
     public static final String PROPERTY_PREFIX = "jdbc.";
     private static final String DATABASE_EXISTS_PROPERTY = "exists";
     private JdbcClientPool connections;
-    private String storeKey = "jdbc";
+    private String catalogKey = "jdbc";
     private Map<String, String> configuration;
     private final String warehouse;
 
     protected JdbcCatalog(
-            FileIO fileIO, String storeKey, Map<String, String> config, String warehouse) {
+            FileIO fileIO, String catalogKey, Map<String, String> config, String warehouse) {
         super(fileIO);
-        if (!StringUtils.isBlank(storeKey)) {
-            this.storeKey = storeKey;
+        if (!StringUtils.isBlank(catalogKey)) {
+            this.catalogKey = catalogKey;
         }
         this.configuration = config;
         this.warehouse = warehouse;
@@ -148,19 +148,19 @@ public List<String> listDatabases() {
                 fetch(
                         row -> row.getString(JdbcUtils.TABLE_DATABASE),
                         JdbcUtils.LIST_ALL_TABLE_DATABASES_SQL,
-                        storeKey));
+                        catalogKey));
 
         databases.addAll(
                 fetch(
                         row -> row.getString(JdbcUtils.DATABASE_NAME),
                         JdbcUtils.LIST_ALL_PROPERTY_DATABASES_SQL,
-                        storeKey));
+                        catalogKey));
         return databases;
     }
 
     @Override
     protected boolean databaseExistsImpl(String databaseName) {
-        return JdbcUtils.databaseExists(connections, storeKey, databaseName);
+        return JdbcUtils.databaseExists(connections, catalogKey, databaseName);
     }
 
     @Override
@@ -193,15 +193,15 @@ protected void createDatabaseImpl(String name, Map<String, String> properties) {
             Path databasePath = newDatabasePath(name);
             createProps.put(DB_LOCATION_PROP, databasePath.toString());
         }
-        insertProperties(connections, storeKey, name, createProps);
+        insertProperties(connections, catalogKey, name, createProps);
     }
 
     @Override
     protected void dropDatabaseImpl(String name) {
         // Delete table from paimon_tables
-        execute(connections, JdbcUtils.DELETE_TABLES_SQL, storeKey, name);
+        execute(connections, JdbcUtils.DELETE_TABLES_SQL, catalogKey, name);
         // Delete properties from paimon_database_properties
-        execute(connections, JdbcUtils.DELETE_ALL_DATABASE_PROPERTIES_SQL, storeKey, name);
+        execute(connections, JdbcUtils.DELETE_ALL_DATABASE_PROPERTIES_SQL, catalogKey, name);
     }
 
     @Override
@@ -212,7 +212,7 @@ protected List<String> listTablesImpl(String databaseName) {
         return fetch(
                 row -> row.getString(JdbcUtils.TABLE_NAME),
                 JdbcUtils.LIST_TABLES_SQL,
-                storeKey,
+                catalogKey,
                 databaseName);
     }
 
@@ -223,7 +223,7 @@ protected void dropTableImpl(Identifier identifier) {
                     execute(
                             connections,
                             JdbcUtils.DROP_TABLE_SQL,
-                            storeKey,
+                            catalogKey,
                             identifier.getDatabaseName(),
                             identifier.getObjectName());
 
@@ -257,7 +257,7 @@ protected void createTableImpl(Identifier identifier, Schema schema) {
                                 try (PreparedStatement sql =
                                         conn.prepareStatement(
                                                 JdbcUtils.DO_COMMIT_CREATE_TABLE_SQL)) {
-                                    sql.setString(1, storeKey);
+                                    sql.setString(1, catalogKey);
                                     sql.setString(2, identifier.getDatabaseName());
                                     sql.setString(3, identifier.getObjectName());
                                     return sql.executeUpdate();
@@ -274,7 +274,7 @@ protected void createTableImpl(Identifier identifier, Schema schema) {
                 throw new RuntimeException(
                         String.format(
                                 "Failed to create table %s in catalog %s",
-                                identifier.getFullName(), storeKey));
+                                identifier.getFullName(), catalogKey));
             }
         } catch (Exception e) {
             throw new RuntimeException("Failed to create table " + identifier.getFullName(), e);
@@ -285,7 +285,7 @@ protected void createTableImpl(Identifier identifier, Schema schema) {
     protected void renameTableImpl(Identifier fromTable, Identifier toTable) {
         try {
             // update table metadata info
-            updateTable(connections, storeKey, fromTable, toTable);
+            updateTable(connections, catalogKey, fromTable, toTable);
 
             Path fromPath = getDataTableLocation(fromTable);
             if (new SchemaManager(fileIO, fromPath).listAllIds().size() > 0) {
@@ -336,7 +336,7 @@ public boolean tableExists(Identifier identifier) {
             return super.tableExists(identifier);
         }
         return JdbcUtils.tableExists(
-                connections, storeKey, identifier.getDatabaseName(), identifier.getObjectName());
+                connections, catalogKey, identifier.getDatabaseName(), identifier.getObjectName());
     }
 
     @Override
@@ -347,7 +347,7 @@ public boolean caseSensitive() {
     @Override
     public Optional<CatalogLock.LockFactory> lockFactory() {
         return lockEnabled()
-                ? Optional.of(JdbcCatalogLock.createFactory(connections, storeKey, configuration))
+                ? Optional.of(JdbcCatalogLock.createFactory(connections, catalogKey, configuration))
                 : Optional.empty();
     }
 
@@ -364,7 +364,7 @@ private Lock lock(Identifier identifier) {
         JdbcCatalogLock lock =
                 new JdbcCatalogLock(
                         connections,
-                        storeKey,
+                        catalogKey,
                         checkMaxSleep(configuration),
                         acquireTimeout(configuration));
         return Lock.fromCatalog(lock, identifier);
@@ -393,7 +393,7 @@ private Map<String, String> fetchProperties(String databaseName) {
                                         row.getString(JdbcUtils.DATABASE_PROPERTY_KEY),
                                         row.getString(JdbcUtils.DATABASE_PROPERTY_VALUE)),
                         JdbcUtils.GET_ALL_DATABASE_PROPERTIES_SQL,
-                        storeKey,
+                        catalogKey,
                         databaseName);
         return ImmutableMap.<String, String>builder().putAll(entries).build();
     }
diff --git a/paimon-core/src/main/java/org/apache/paimon/jdbc/JdbcCatalogFactory.java b/paimon-core/src/main/java/org/apache/paimon/jdbc/JdbcCatalogFactory.java
index 311125a48b5f..1c791eb5e11e 100644
--- a/paimon-core/src/main/java/org/apache/paimon/jdbc/JdbcCatalogFactory.java
+++ b/paimon-core/src/main/java/org/apache/paimon/jdbc/JdbcCatalogFactory.java
@@ -36,7 +36,7 @@ public String identifier() {
 
     @Override
     public Catalog create(FileIO fileIO, Path warehouse, CatalogContext context) {
-        String storeKey = context.options().get(JdbcCatalogOptions.STORE_KEY);
-        return new JdbcCatalog(fileIO, storeKey, context.options().toMap(), warehouse.getName());
+        String catalogKey = context.options().get(JdbcCatalogOptions.CATALOG_KEY);
+        return new JdbcCatalog(fileIO, catalogKey, context.options().toMap(), warehouse.getName());
     }
 }
diff --git a/paimon-core/src/main/java/org/apache/paimon/jdbc/JdbcCatalogOptions.java b/paimon-core/src/main/java/org/apache/paimon/jdbc/JdbcCatalogOptions.java
index 0764ff93dda2..dd4afd473e22 100644
--- a/paimon-core/src/main/java/org/apache/paimon/jdbc/JdbcCatalogOptions.java
+++ b/paimon-core/src/main/java/org/apache/paimon/jdbc/JdbcCatalogOptions.java
@@ -24,8 +24,8 @@
 /** Options for jdbc catalog. */
 public final class JdbcCatalogOptions {
 
-    public static final ConfigOption<String> STORE_KEY =
-            ConfigOptions.key("store-key")
+    public static final ConfigOption<String> CATALOG_KEY =
+            ConfigOptions.key("catalog-key")
                     .stringType()
                     .defaultValue(null)
                     .withDescription("Custom jdbc catalog store key.");
diff --git a/paimon-core/src/main/java/org/apache/paimon/jdbc/JdbcUtils.java b/paimon-core/src/main/java/org/apache/paimon/jdbc/JdbcUtils.java
index de205b680aca..7b9b93a5a4e2 100644
--- a/paimon-core/src/main/java/org/apache/paimon/jdbc/JdbcUtils.java
+++ b/paimon-core/src/main/java/org/apache/paimon/jdbc/JdbcUtils.java
@@ -38,7 +38,7 @@
 public class JdbcUtils {
     private static final Logger LOG = LoggerFactory.getLogger(JdbcUtils.class);
     public static final String CATALOG_TABLE_NAME = "paimon_tables";
-    public static final String STORE_KEY = "store_key";
+    public static final String CATALOG_KEY = "catalog_key";
     public static final String TABLE_DATABASE = "database_name";
     public static final String TABLE_NAME = "table_name";
 
@@ -46,14 +46,14 @@ public class JdbcUtils {
             "CREATE TABLE "
                     + CATALOG_TABLE_NAME
                     + "("
-                    + STORE_KEY
+                    + CATALOG_KEY
                     + " VARCHAR(255) NOT NULL,"
                     + TABLE_DATABASE
                     + " VARCHAR(255) NOT NULL,"
                     + TABLE_NAME
                     + " VARCHAR(255) NOT NULL,"
                     + " PRIMARY KEY ("
-                    + STORE_KEY
+                    + CATALOG_KEY
                     + ", "
                     + TABLE_DATABASE
                     + ", "
@@ -64,7 +64,7 @@ public class JdbcUtils {
             "SELECT * FROM "
                     + CATALOG_TABLE_NAME
                     + " WHERE "
-                    + STORE_KEY
+                    + CATALOG_KEY
                     + " = ? AND "
                     + TABLE_DATABASE
                     + " = ? AND "
@@ -74,7 +74,7 @@ public class JdbcUtils {
             "SELECT * FROM "
                     + CATALOG_TABLE_NAME
                     + " WHERE "
-                    + STORE_KEY
+                    + CATALOG_KEY
                     + " = ? AND "
                     + TABLE_DATABASE
                     + " = ?";
@@ -83,7 +83,7 @@ public class JdbcUtils {
             "DELETE FROM  "
                     + CATALOG_TABLE_NAME
                     + " WHERE "
-                    + STORE_KEY
+                    + CATALOG_KEY
                     + " = ? AND "
                     + TABLE_DATABASE
                     + " = ?";
@@ -96,7 +96,7 @@ public class JdbcUtils {
                     + TABLE_NAME
                     + " = ? "
                     + " WHERE "
-                    + STORE_KEY
+                    + CATALOG_KEY
                     + " = ? AND "
                     + TABLE_DATABASE
                     + " = ? AND "
@@ -106,7 +106,7 @@ public class JdbcUtils {
             "DELETE FROM "
                     + CATALOG_TABLE_NAME
                     + " WHERE "
-                    + STORE_KEY
+                    + CATALOG_KEY
                     + " = ? AND "
                     + TABLE_DATABASE
                     + " = ? AND "
@@ -118,7 +118,7 @@ public class JdbcUtils {
                     + " FROM "
                     + CATALOG_TABLE_NAME
                     + " WHERE "
-                    + STORE_KEY
+                    + CATALOG_KEY
                     + " = ? AND "
                     + TABLE_DATABASE
                     + " = ? LIMIT 1";
@@ -129,13 +129,13 @@ public class JdbcUtils {
                     + " FROM "
                     + CATALOG_TABLE_NAME
                     + " WHERE "
-                    + STORE_KEY
+                    + CATALOG_KEY
                     + " = ?";
     static final String DO_COMMIT_CREATE_TABLE_SQL =
             "INSERT INTO "
                     + CATALOG_TABLE_NAME
                     + " ("
-                    + STORE_KEY
+                    + CATALOG_KEY
                     + ", "
                     + TABLE_DATABASE
                     + ", "
@@ -153,7 +153,7 @@ public class JdbcUtils {
             "CREATE TABLE "
                     + DATABASE_PROPERTIES_TABLE_NAME
                     + "("
-                    + STORE_KEY
+                    + CATALOG_KEY
                     + " VARCHAR(255) NOT NULL,"
                     + DATABASE_NAME
                     + " VARCHAR(255) NOT NULL,"
@@ -162,7 +162,7 @@ public class JdbcUtils {
                     + DATABASE_PROPERTY_VALUE
                     + " VARCHAR(1000),"
                     + "PRIMARY KEY ("
-                    + STORE_KEY
+                    + CATALOG_KEY
                     + ", "
                     + DATABASE_NAME
                     + ", "
@@ -175,7 +175,7 @@ public class JdbcUtils {
                     + " FROM "
                     + DATABASE_PROPERTIES_TABLE_NAME
                     + " WHERE "
-                    + STORE_KEY
+                    + CATALOG_KEY
                     + " = ? AND "
                     + DATABASE_NAME
                     + " = ? ";
@@ -183,7 +183,7 @@ public class JdbcUtils {
             "INSERT INTO "
                     + DATABASE_PROPERTIES_TABLE_NAME
                     + " ("
-                    + STORE_KEY
+                    + CATALOG_KEY
                     + ", "
                     + DATABASE_NAME
                     + ", "
@@ -197,7 +197,7 @@ public class JdbcUtils {
                     + " FROM "
                     + DATABASE_PROPERTIES_TABLE_NAME
                     + " WHERE "
-                    + STORE_KEY
+                    + CATALOG_KEY
                     + " = ? AND "
                     + DATABASE_NAME
                     + " = ? ";
@@ -205,7 +205,7 @@ public class JdbcUtils {
             "DELETE FROM "
                     + DATABASE_PROPERTIES_TABLE_NAME
                     + " WHERE "
-                    + STORE_KEY
+                    + CATALOG_KEY
                     + " = ? AND "
                     + DATABASE_NAME
                     + " = ?";
@@ -215,7 +215,7 @@ public class JdbcUtils {
                     + " FROM "
                     + DATABASE_PROPERTIES_TABLE_NAME
                     + " WHERE "
-                    + STORE_KEY
+                    + CATALOG_KEY
                     + " = ?";
 
     // Distributed locks table
@@ -250,7 +250,7 @@ public static Map<String, String> getTable(
                         sql.setString(3, tableName);
                         ResultSet rs = sql.executeQuery();
                         if (rs.next()) {
-                            table.put(STORE_KEY, rs.getString(STORE_KEY));
+                            table.put(CATALOG_KEY, rs.getString(CATALOG_KEY));
                             table.put(TABLE_DATABASE, rs.getString(TABLE_DATABASE));
                             table.put(TABLE_NAME, rs.getString(TABLE_NAME));
                         }
diff --git a/paimon-core/src/main/java/org/apache/paimon/jdbc/MysqlDistributedLockDialect.java b/paimon-core/src/main/java/org/apache/paimon/jdbc/MysqlDistributedLockDialect.java
index 903108762cc7..206aa8cd77ad 100644
--- a/paimon-core/src/main/java/org/apache/paimon/jdbc/MysqlDistributedLockDialect.java
+++ b/paimon-core/src/main/java/org/apache/paimon/jdbc/MysqlDistributedLockDialect.java
@@ -18,7 +18,7 @@
 
 package org.apache.paimon.jdbc;
 
-/** Distributed lock implementation based on sqlite table. */
+/** Distributed lock implementation based on mysql table. */
 public class MysqlDistributedLockDialect extends AbstractDistributedLockDialect {
 
     @Override