diff --git a/fe/fe-core/src/main/java/org/apache/doris/catalog/InternalSchema.java b/fe/fe-core/src/main/java/org/apache/doris/catalog/InternalSchema.java
index 15bf65c3c73728..768ae22d202dc4 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/catalog/InternalSchema.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/catalog/InternalSchema.java
@@ -21,7 +21,7 @@
 import org.apache.doris.analysis.ColumnNullableType;
 import org.apache.doris.analysis.TypeDef;
 import org.apache.doris.common.UserException;
-import org.apache.doris.plugin.audit.AuditLoaderPlugin;
+import org.apache.doris.plugin.audit.AuditLoader;
 import org.apache.doris.statistics.StatisticConstants;
 
 import com.google.common.collect.Lists;
@@ -168,7 +168,7 @@ public static List<ColumnDef> getCopiedSchema(String tblName) throws UserExcepti
             case StatisticConstants.HISTOGRAM_TBL_NAME:
                 schema = HISTO_STATS_SCHEMA;
                 break;
-            case AuditLoaderPlugin.AUDIT_LOG_TABLE:
+            case AuditLoader.AUDIT_LOG_TABLE:
                 schema = AUDIT_SCHEMA;
                 break;
             default:
diff --git a/fe/fe-core/src/main/java/org/apache/doris/catalog/InternalSchemaInitializer.java b/fe/fe-core/src/main/java/org/apache/doris/catalog/InternalSchemaInitializer.java
index cd33ee9980cc68..590ade20d3be46 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/catalog/InternalSchemaInitializer.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/catalog/InternalSchemaInitializer.java
@@ -37,7 +37,7 @@
 import org.apache.doris.common.util.PropertyAnalyzer;
 import org.apache.doris.datasource.InternalCatalog;
 import org.apache.doris.ha.FrontendNodeType;
-import org.apache.doris.plugin.audit.AuditLoaderPlugin;
+import org.apache.doris.plugin.audit.AuditLoader;
 import org.apache.doris.statistics.StatisticConstants;
 import org.apache.doris.statistics.util.StatisticsUtil;
 
@@ -95,7 +95,7 @@ public void run() {
         Database database = op.get();
         modifyTblReplicaCount(database, StatisticConstants.TABLE_STATISTIC_TBL_NAME);
         modifyTblReplicaCount(database, StatisticConstants.PARTITION_STATISTIC_TBL_NAME);
-        modifyTblReplicaCount(database, AuditLoaderPlugin.AUDIT_LOG_TABLE);
+        modifyTblReplicaCount(database, AuditLoader.AUDIT_LOG_TABLE);
     }
 
     @VisibleForTesting
@@ -208,7 +208,7 @@ private static CreateTableStmt buildStatisticsTblStmt(String statsTableName, Lis
 
     private static CreateTableStmt buildAuditTblStmt() throws UserException {
         TableName tableName = new TableName("",
-                FeConstants.INTERNAL_DB_NAME, AuditLoaderPlugin.AUDIT_LOG_TABLE);
+                FeConstants.INTERNAL_DB_NAME, AuditLoader.AUDIT_LOG_TABLE);
 
         String engineName = "olap";
         ArrayList<String> dupKeys = Lists.newArrayList("query_id", "time", "client_ip");
@@ -233,7 +233,7 @@ private static CreateTableStmt buildAuditTblStmt() throws UserException {
 
         PropertyAnalyzer.getInstance().rewriteForceProperties(properties);
         CreateTableStmt createTableStmt = new CreateTableStmt(true, false,
-                tableName, InternalSchema.getCopiedSchema(AuditLoaderPlugin.AUDIT_LOG_TABLE),
+                tableName, InternalSchema.getCopiedSchema(AuditLoader.AUDIT_LOG_TABLE),
                 engineName, keysDesc, partitionDesc, distributionDesc,
                 properties, null, "Doris internal audit table, DO NOT MODIFY IT", null);
         StatisticsUtil.analyze(createTableStmt);
@@ -275,7 +275,7 @@ private boolean created() {
         }
 
         // 3. check audit table
-        optionalStatsTbl = db.getTable(AuditLoaderPlugin.AUDIT_LOG_TABLE);
+        optionalStatsTbl = db.getTable(AuditLoader.AUDIT_LOG_TABLE);
         return optionalStatsTbl.isPresent();
     }
 
diff --git a/fe/fe-core/src/main/java/org/apache/doris/load/StreamLoadRecordMgr.java b/fe/fe-core/src/main/java/org/apache/doris/load/StreamLoadRecordMgr.java
index 7f1d33bd649736..3a38641036fb5f 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/load/StreamLoadRecordMgr.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/load/StreamLoadRecordMgr.java
@@ -30,8 +30,8 @@
 import org.apache.doris.datasource.InternalCatalog;
 import org.apache.doris.mysql.privilege.PrivPredicate;
 import org.apache.doris.persist.gson.GsonUtils;
-import org.apache.doris.plugin.audit.AuditEvent;
-import org.apache.doris.plugin.audit.AuditEvent.EventType;
+import org.apache.doris.plugin.AuditEvent;
+import org.apache.doris.plugin.AuditEvent.EventType;
 import org.apache.doris.plugin.audit.StreamLoadAuditEvent;
 import org.apache.doris.qe.ConnectContext;
 import org.apache.doris.system.Backend;
diff --git a/fe/fe-core/src/main/java/org/apache/doris/load/loadv2/BulkLoadJob.java b/fe/fe-core/src/main/java/org/apache/doris/load/loadv2/BulkLoadJob.java
index 7b78efc7a50cd5..12aa673eabf16f 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/load/loadv2/BulkLoadJob.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/load/loadv2/BulkLoadJob.java
@@ -46,7 +46,7 @@
 import org.apache.doris.load.EtlJobType;
 import org.apache.doris.load.FailMsg;
 import org.apache.doris.persist.gson.GsonPostProcessable;
-import org.apache.doris.plugin.audit.AuditEvent;
+import org.apache.doris.plugin.AuditEvent;
 import org.apache.doris.plugin.audit.LoadAuditEvent;
 import org.apache.doris.qe.ConnectContext;
 import org.apache.doris.qe.OriginStatement;
diff --git a/fe/fe-core/src/main/java/org/apache/doris/plugin/audit/AuditEvent.java b/fe/fe-core/src/main/java/org/apache/doris/plugin/AuditEvent.java
similarity index 99%
rename from fe/fe-core/src/main/java/org/apache/doris/plugin/audit/AuditEvent.java
rename to fe/fe-core/src/main/java/org/apache/doris/plugin/AuditEvent.java
index 0b64a748a10471..55a8b00d2e8d13 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/plugin/audit/AuditEvent.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/plugin/AuditEvent.java
@@ -15,7 +15,7 @@
 // specific language governing permissions and limitations
 // under the License.
 
-package org.apache.doris.plugin.audit;
+package org.apache.doris.plugin;
 
 
 import java.lang.annotation.Retention;
diff --git a/fe/fe-core/src/main/java/org/apache/doris/plugin/AuditPlugin.java b/fe/fe-core/src/main/java/org/apache/doris/plugin/AuditPlugin.java
index 55962a3dd10c85..d9c9ec84697ca4 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/plugin/AuditPlugin.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/plugin/AuditPlugin.java
@@ -17,8 +17,6 @@
 
 package org.apache.doris.plugin;
 
-import org.apache.doris.plugin.audit.AuditEvent;
-
 /**
  * Audit plugin interface describe.
  */
diff --git a/fe/fe-core/src/main/java/org/apache/doris/plugin/PluginMgr.java b/fe/fe-core/src/main/java/org/apache/doris/plugin/PluginMgr.java
index 7fddf54e1ee7d2..ea69b247e66427 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/plugin/PluginMgr.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/plugin/PluginMgr.java
@@ -27,7 +27,7 @@
 import org.apache.doris.nereids.parser.Dialect;
 import org.apache.doris.plugin.PluginInfo.PluginType;
 import org.apache.doris.plugin.PluginLoader.PluginStatus;
-import org.apache.doris.plugin.audit.AuditLoaderPlugin;
+import org.apache.doris.plugin.audit.AuditLoader;
 import org.apache.doris.plugin.audit.AuditLogBuilder;
 import org.apache.doris.plugin.dialect.HttpDialectConverterPlugin;
 
@@ -113,7 +113,7 @@ private void initBuiltinPlugins() {
         }
 
         // AuditLoader: log audit log to internal table
-        AuditLoaderPlugin auditLoaderPlugin = new AuditLoaderPlugin();
+        AuditLoader auditLoaderPlugin = new AuditLoader();
         if (!registerBuiltinPlugin(auditLoaderPlugin.getPluginInfo(), auditLoaderPlugin)) {
             LOG.warn("failed to register audit log builder");
         }
diff --git a/fe/fe-core/src/main/java/org/apache/doris/plugin/audit/AuditLoaderPlugin.java b/fe/fe-core/src/main/java/org/apache/doris/plugin/audit/AuditLoader.java
similarity index 98%
rename from fe/fe-core/src/main/java/org/apache/doris/plugin/audit/AuditLoaderPlugin.java
rename to fe/fe-core/src/main/java/org/apache/doris/plugin/audit/AuditLoader.java
index 4503b5b8802790..27193856937d87 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/plugin/audit/AuditLoaderPlugin.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/plugin/audit/AuditLoader.java
@@ -20,6 +20,7 @@
 import org.apache.doris.catalog.Env;
 import org.apache.doris.common.util.DigitalVersion;
 import org.apache.doris.common.util.TimeUtils;
+import org.apache.doris.plugin.AuditEvent;
 import org.apache.doris.plugin.AuditPlugin;
 import org.apache.doris.plugin.Plugin;
 import org.apache.doris.plugin.PluginContext;
@@ -42,8 +43,8 @@
 /*
  * This plugin will load audit log to specified doris table at specified interval
  */
-public class AuditLoaderPlugin extends Plugin implements AuditPlugin {
-    private static final Logger LOG = LogManager.getLogger(AuditLoaderPlugin.class);
+public class AuditLoader extends Plugin implements AuditPlugin {
+    private static final Logger LOG = LogManager.getLogger(AuditLoader.class);
 
     public static final String AUDIT_LOG_TABLE = "audit_log";
 
@@ -65,10 +66,10 @@ public class AuditLoaderPlugin extends Plugin implements AuditPlugin {
 
     private final PluginInfo pluginInfo;
 
-    public AuditLoaderPlugin() {
+    public AuditLoader() {
         pluginInfo = new PluginInfo(PluginMgr.BUILTIN_PLUGIN_PREFIX + "AuditLoader", PluginType.AUDIT,
                 "builtin audit loader, to load audit log to internal table", DigitalVersion.fromString("2.1.0"),
-                DigitalVersion.fromString("1.8.31"), AuditLoaderPlugin.class.getName(), null, null);
+                DigitalVersion.fromString("1.8.31"), AuditLoader.class.getName(), null, null);
     }
 
     public PluginInfo getPluginInfo() {
diff --git a/fe/fe-core/src/main/java/org/apache/doris/plugin/audit/AuditLogBuilder.java b/fe/fe-core/src/main/java/org/apache/doris/plugin/audit/AuditLogBuilder.java
index 210081b101cd93..8d9e2c9d96efbc 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/plugin/audit/AuditLogBuilder.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/plugin/audit/AuditLogBuilder.java
@@ -20,13 +20,14 @@
 import org.apache.doris.common.AuditLog;
 import org.apache.doris.common.Config;
 import org.apache.doris.common.util.DigitalVersion;
+import org.apache.doris.plugin.AuditEvent;
+import org.apache.doris.plugin.AuditEvent.AuditField;
+import org.apache.doris.plugin.AuditEvent.EventType;
 import org.apache.doris.plugin.AuditPlugin;
 import org.apache.doris.plugin.Plugin;
 import org.apache.doris.plugin.PluginInfo;
 import org.apache.doris.plugin.PluginInfo.PluginType;
 import org.apache.doris.plugin.PluginMgr;
-import org.apache.doris.plugin.audit.AuditEvent.AuditField;
-import org.apache.doris.plugin.audit.AuditEvent.EventType;
 
 import com.google.common.collect.Maps;
 import com.google.common.collect.Sets;
diff --git a/fe/fe-core/src/main/java/org/apache/doris/plugin/audit/AuditStreamLoader.java b/fe/fe-core/src/main/java/org/apache/doris/plugin/audit/AuditStreamLoader.java
index 3765872810d413..0b70e9591d509d 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/plugin/audit/AuditStreamLoader.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/plugin/audit/AuditStreamLoader.java
@@ -46,7 +46,7 @@ public class AuditStreamLoader {
     public AuditStreamLoader() {
         this.hostPort = "127.0.0.1:" + Config.http_port;
         this.db = FeConstants.INTERNAL_DB_NAME;
-        this.auditLogTbl = AuditLoaderPlugin.AUDIT_LOG_TABLE;
+        this.auditLogTbl = AuditLoader.AUDIT_LOG_TABLE;
         this.auditLogLoadUrlStr = String.format(loadUrlPattern, hostPort, db, auditLogTbl);
         // currently, FE identity is FE's IP, so we replace the "." in IP to make it suitable for label
         this.feIdentity = hostPort.replaceAll("\\.", "_").replaceAll(":", "_");
diff --git a/fe/fe-core/src/main/java/org/apache/doris/plugin/audit/LoadAuditEvent.java b/fe/fe-core/src/main/java/org/apache/doris/plugin/audit/LoadAuditEvent.java
index eb3e098bf416d8..e9e948df43fdcd 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/plugin/audit/LoadAuditEvent.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/plugin/audit/LoadAuditEvent.java
@@ -17,6 +17,8 @@
 
 package org.apache.doris.plugin.audit;
 
+import org.apache.doris.plugin.AuditEvent;
+
 public class LoadAuditEvent extends AuditEvent {
 
     @AuditField(value = "JobId")
diff --git a/fe/fe-core/src/main/java/org/apache/doris/plugin/audit/StreamLoadAuditEvent.java b/fe/fe-core/src/main/java/org/apache/doris/plugin/audit/StreamLoadAuditEvent.java
index 8733a59656c228..4a20901673a452 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/plugin/audit/StreamLoadAuditEvent.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/plugin/audit/StreamLoadAuditEvent.java
@@ -17,6 +17,8 @@
 
 package org.apache.doris.plugin.audit;
 
+import org.apache.doris.plugin.AuditEvent;
+
 public class StreamLoadAuditEvent extends AuditEvent {
 
     @AuditField(value = "Label")
diff --git a/fe/fe-core/src/main/java/org/apache/doris/qe/AuditEventProcessor.java b/fe/fe-core/src/main/java/org/apache/doris/qe/AuditEventProcessor.java
index 12e174ab5d0f18..5cb826dc86c990 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/qe/AuditEventProcessor.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/qe/AuditEventProcessor.java
@@ -18,11 +18,11 @@
 package org.apache.doris.qe;
 
 import org.apache.doris.common.Config;
+import org.apache.doris.plugin.AuditEvent;
 import org.apache.doris.plugin.AuditPlugin;
 import org.apache.doris.plugin.Plugin;
 import org.apache.doris.plugin.PluginInfo.PluginType;
 import org.apache.doris.plugin.PluginMgr;
-import org.apache.doris.plugin.audit.AuditEvent;
 
 import com.google.common.base.Strings;
 import com.google.common.collect.Queues;
diff --git a/fe/fe-core/src/main/java/org/apache/doris/qe/AuditLogHelper.java b/fe/fe-core/src/main/java/org/apache/doris/qe/AuditLogHelper.java
index 5fb1dffa78a959..c4b6d20688c87e 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/qe/AuditLogHelper.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/qe/AuditLogHelper.java
@@ -39,8 +39,8 @@
 import org.apache.doris.nereids.trees.plans.logical.LogicalInlineTable;
 import org.apache.doris.nereids.trees.plans.logical.LogicalPlan;
 import org.apache.doris.nereids.trees.plans.logical.LogicalUnion;
-import org.apache.doris.plugin.audit.AuditEvent.AuditEventBuilder;
-import org.apache.doris.plugin.audit.AuditEvent.EventType;
+import org.apache.doris.plugin.AuditEvent.AuditEventBuilder;
+import org.apache.doris.plugin.AuditEvent.EventType;
 import org.apache.doris.qe.QueryState.MysqlStateType;
 import org.apache.doris.service.FrontendOptions;
 
diff --git a/fe/fe-core/src/main/java/org/apache/doris/qe/ConnectContext.java b/fe/fe-core/src/main/java/org/apache/doris/qe/ConnectContext.java
index abbb3386eb1e44..4100ed63c28873 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/qe/ConnectContext.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/qe/ConnectContext.java
@@ -58,7 +58,7 @@
 import org.apache.doris.nereids.trees.expressions.literal.Literal;
 import org.apache.doris.plsql.Exec;
 import org.apache.doris.plsql.executor.PlSqlOperation;
-import org.apache.doris.plugin.audit.AuditEvent.AuditEventBuilder;
+import org.apache.doris.plugin.AuditEvent.AuditEventBuilder;
 import org.apache.doris.resource.Tag;
 import org.apache.doris.service.arrowflight.results.FlightSqlChannel;
 import org.apache.doris.statistics.ColumnStatistic;
diff --git a/fe/fe-core/src/main/java/org/apache/doris/resource/workloadschedpolicy/WorkloadRuntimeStatusMgr.java b/fe/fe-core/src/main/java/org/apache/doris/resource/workloadschedpolicy/WorkloadRuntimeStatusMgr.java
index b2de010b9e418f..695bf983dc6b2f 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/resource/workloadschedpolicy/WorkloadRuntimeStatusMgr.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/resource/workloadschedpolicy/WorkloadRuntimeStatusMgr.java
@@ -21,7 +21,7 @@
 import org.apache.doris.common.Config;
 import org.apache.doris.common.Pair;
 import org.apache.doris.common.util.MasterDaemon;
-import org.apache.doris.plugin.audit.AuditEvent;
+import org.apache.doris.plugin.AuditEvent;
 import org.apache.doris.thrift.TQueryStatistics;
 import org.apache.doris.thrift.TReportWorkloadRuntimeStatusParams;
 
diff --git a/fe/fe-core/src/test/java/org/apache/doris/alter/InternalSchemaAlterTest.java b/fe/fe-core/src/test/java/org/apache/doris/alter/InternalSchemaAlterTest.java
index cf9d31b1ccaf3c..122014f0e8b2c2 100644
--- a/fe/fe-core/src/test/java/org/apache/doris/alter/InternalSchemaAlterTest.java
+++ b/fe/fe-core/src/test/java/org/apache/doris/alter/InternalSchemaAlterTest.java
@@ -28,7 +28,7 @@
 import org.apache.doris.common.AnalysisException;
 import org.apache.doris.common.Config;
 import org.apache.doris.common.FeConstants;
-import org.apache.doris.plugin.audit.AuditLoaderPlugin;
+import org.apache.doris.plugin.audit.AuditLoader;
 import org.apache.doris.statistics.StatisticConstants;
 import org.apache.doris.utframe.TestWithFeService;
 
@@ -54,11 +54,12 @@ protected void runBeforeAll() throws Exception {
     public void testModifyTblReplicaCount() throws AnalysisException {
         Database db = Env.getCurrentEnv().getCatalogMgr()
                 .getInternalCatalog().getDbNullable(FeConstants.INTERNAL_DB_NAME);
+
         InternalSchemaInitializer.modifyTblReplicaCount(db, StatisticConstants.TABLE_STATISTIC_TBL_NAME);
-        InternalSchemaInitializer.modifyTblReplicaCount(db, AuditLoaderPlugin.AUDIT_LOG_TABLE);
+        InternalSchemaInitializer.modifyTblReplicaCount(db, AuditLoader.AUDIT_LOG_TABLE);
 
         checkReplicationNum(db, StatisticConstants.TABLE_STATISTIC_TBL_NAME);
-        checkReplicationNum(db, AuditLoaderPlugin.AUDIT_LOG_TABLE);
+        checkReplicationNum(db, AuditLoader.AUDIT_LOG_TABLE);
     }
 
     private void checkReplicationNum(Database db, String tblName) throws AnalysisException {
@@ -77,7 +78,7 @@ public void testCheckAuditLogTable() throws AnalysisException {
         Database db = Env.getCurrentEnv().getCatalogMgr()
                 .getInternalCatalog().getDbNullable(FeConstants.INTERNAL_DB_NAME);
         Assertions.assertNotNull(db);
-        OlapTable table = db.getOlapTableOrAnalysisException(AuditLoaderPlugin.AUDIT_LOG_TABLE);
+        OlapTable table = db.getOlapTableOrAnalysisException(AuditLoader.AUDIT_LOG_TABLE);
         Assertions.assertNotNull(table);
         for (ColumnDef def : InternalSchema.AUDIT_SCHEMA) {
             Assertions.assertNotNull(table.getColumn(def.getName()));
diff --git a/fe/fe-core/src/test/java/org/apache/doris/qe/AuditEventProcessorTest.java b/fe/fe-core/src/test/java/org/apache/doris/qe/AuditEventProcessorTest.java
index 6c9f54080a049e..f80b485609c5b9 100644
--- a/fe/fe-core/src/test/java/org/apache/doris/qe/AuditEventProcessorTest.java
+++ b/fe/fe-core/src/test/java/org/apache/doris/qe/AuditEventProcessorTest.java
@@ -19,9 +19,9 @@
 
 import org.apache.doris.catalog.Env;
 import org.apache.doris.common.util.DigitalVersion;
+import org.apache.doris.plugin.AuditEvent;
+import org.apache.doris.plugin.AuditEvent.EventType;
 import org.apache.doris.plugin.PluginInfo;
-import org.apache.doris.plugin.audit.AuditEvent;
-import org.apache.doris.plugin.audit.AuditEvent.EventType;
 import org.apache.doris.plugin.audit.AuditLogBuilder;
 import org.apache.doris.utframe.UtFrameUtils;