diff --git a/java/fory-core/src/main/java/org/apache/fory/config/Config.java b/java/fory-core/src/main/java/org/apache/fory/config/Config.java
index be1eec2157..e80be242e8 100644
--- a/java/fory-core/src/main/java/org/apache/fory/config/Config.java
+++ b/java/fory-core/src/main/java/org/apache/fory/config/Config.java
@@ -63,6 +63,8 @@ public class Config implements Serializable {
   private final boolean deserializeNonexistentEnumValueAsNull;
   private final boolean serializeEnumByName;
   private final int bufferSizeLimitBytes;
+  private final ExceptionLogMode exceptionLogMode;
+  private final int logSampleStep;
 
   public Config(ForyBuilder builder) {
     name = builder.name;
@@ -99,6 +101,16 @@ public Config(ForyBuilder builder) {
     deserializeNonexistentEnumValueAsNull = builder.deserializeNonexistentEnumValueAsNull;
     serializeEnumByName = builder.serializeEnumByName;
     bufferSizeLimitBytes = builder.bufferSizeLimitBytes;
+    exceptionLogMode = builder.exceptionLogMode;
+    logSampleStep = builder.logSampleStep;
+  }
+
+  public ExceptionLogMode getExceptionLogMode() {
+    return exceptionLogMode;
+  }
+
+  public int getLogSampleStep() {
+    return logSampleStep;
   }
 
   /** Returns the name for Fory serialization. */
diff --git a/java/fory-core/src/main/java/org/apache/fory/config/ExceptionLogMode.java b/java/fory-core/src/main/java/org/apache/fory/config/ExceptionLogMode.java
new file mode 100644
index 0000000000..d6809ac0e5
--- /dev/null
+++ b/java/fory-core/src/main/java/org/apache/fory/config/ExceptionLogMode.java
@@ -0,0 +1,26 @@
+package org.apache.fory.config;
+
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+public enum ExceptionLogMode {
+  ALL_PRINT,
+  SAMPLE_PRINT,
+  NONE_PRINT
+}
diff --git a/java/fory-core/src/main/java/org/apache/fory/config/ForyBuilder.java b/java/fory-core/src/main/java/org/apache/fory/config/ForyBuilder.java
index cd3955a1ce..d7c79213e1 100644
--- a/java/fory-core/src/main/java/org/apache/fory/config/ForyBuilder.java
+++ b/java/fory-core/src/main/java/org/apache/fory/config/ForyBuilder.java
@@ -86,6 +86,8 @@ public final class ForyBuilder {
   boolean serializeEnumByName = false;
   int bufferSizeLimitBytes = 128 * 1024;
   MetaCompressor metaCompressor = new DeflaterMetaCompressor();
+  ExceptionLogMode exceptionLogMode = ExceptionLogMode.ALL_PRINT;
+  int logSampleStep;
 
   public ForyBuilder() {}
 
@@ -145,6 +147,18 @@ public ForyBuilder serializeEnumByName(boolean serializeEnumByName) {
     return this;
   }
 
+  /** exception log level choose the log level, print the error message. */
+  public ForyBuilder withExceptionLogMode(ExceptionLogMode exceptionLogMode) {
+    this.exceptionLogMode = exceptionLogMode;
+    return this;
+  }
+
+  public ForyBuilder withExceptionLogMode(ExceptionLogMode exceptionLogMode, int logSampleStep) {
+    this.exceptionLogMode = exceptionLogMode;
+    this.logSampleStep = logSampleStep;
+    return this;
+  }
+
   /**
    * Whether ignore reference tracking of all time types registered in {@link TimeSerializers} when
    * ref tracking is enabled.
diff --git a/java/fory-core/src/main/java/org/apache/fory/util/ExceptionUtils.java b/java/fory-core/src/main/java/org/apache/fory/util/ExceptionUtils.java
index dd63992345..5926ccacc1 100644
--- a/java/fory-core/src/main/java/org/apache/fory/util/ExceptionUtils.java
+++ b/java/fory-core/src/main/java/org/apache/fory/util/ExceptionUtils.java
@@ -20,6 +20,7 @@
 package org.apache.fory.util;
 
 import java.lang.reflect.Field;
+import java.util.ArrayList;
 import java.util.Arrays;
 import java.util.List;
 import org.apache.fory.Fory;
@@ -57,15 +58,35 @@ public static StackOverflowError trySetStackOverflowErrorMessage(
 
   public static RuntimeException handleReadFailed(Fory fory, Throwable t) {
     if (fory.getRefResolver() instanceof MapRefResolver) {
-      ObjectArray readObjects = ((MapRefResolver) fory.getRefResolver()).getReadObjects();
-      // carry with read objects for better trouble shooting.
-      List<Object> objects = Arrays.asList(readObjects.objects).subList(0, readObjects.size);
-      throw new DeserializationException(objects, t);
+      List<Object> exceptionObjects = getExceptionObjects(fory);
+      throw new DeserializationException(exceptionObjects, t);
     } else {
       Platform.throwException(t);
       throw new IllegalStateException("unreachable");
     }
   }
 
+  public static List<Object> getExceptionObjects(Fory fory) {
+    ObjectArray readObjects = ((MapRefResolver) fory.getRefResolver()).getReadObjects();
+    // carry with read objects for better trouble shooting.
+    List<Object> objects = Arrays.asList(readObjects.objects).subList(0, readObjects.size);
+    switch (fory.getConfig().getExceptionLogMode()) {
+      case NONE_PRINT:
+        return new ArrayList<>();
+      case SAMPLE_PRINT:
+        return systematicSample(objects, Math.max(1, fory.getConfig().getLogSampleStep()));
+      default:
+        return objects;
+    }
+  }
+
+  public static <T> List<T> systematicSample(List<T> list, int step) {
+    List<T> result = new ArrayList<>();
+    for (int i = 0; i < list.size(); i += step) {
+      result.add(list.get(i));
+    }
+    return result;
+  }
+
   public static void ignore(Object... args) {}
 }