diff --git a/client-adapter/launcher/src/main/java/com/alibaba/otter/canal/adapter/launcher/loader/AdapterProcessor.java b/client-adapter/launcher/src/main/java/com/alibaba/otter/canal/adapter/launcher/loader/AdapterProcessor.java
index 30a267da..05d2e035 100644
--- a/client-adapter/launcher/src/main/java/com/alibaba/otter/canal/adapter/launcher/loader/AdapterProcessor.java
+++ b/client-adapter/launcher/src/main/java/com/alibaba/otter/canal/adapter/launcher/loader/AdapterProcessor.java
@@ -224,7 +224,7 @@ public class AdapterProcessor {
                                     logger.error("finish turn off switch of destination:" + canalDestination);
                                 } else {
                                     canalMsgConsumer.ack();
-                                    logger.error(e.getMessage() + " Error sync but ACK!");
+                                    logger.error(e.getMessage() + " Error sync but ACK!", e);
                                 }
                             }
                             Thread.sleep(500);
diff --git a/client/src/main/java/com/alibaba/otter/canal/client/CanalMessageDeserializer.java b/client/src/main/java/com/alibaba/otter/canal/client/CanalMessageDeserializer.java
index 9d24a23b..94c26e95 100644
--- a/client/src/main/java/com/alibaba/otter/canal/client/CanalMessageDeserializer.java
+++ b/client/src/main/java/com/alibaba/otter/canal/client/CanalMessageDeserializer.java
@@ -51,7 +51,7 @@ public class CanalMessageDeserializer {
                 }
             }
         } catch (Exception e) {
-            throw new CanalClientException("deserializer failed", e);
+            throw new CanalClientException("deserializer failed by " + e.getMessage(), e);
         }
     }
 }
diff --git a/connector/core/src/main/java/com/alibaba/otter/canal/connector/core/util/CanalMessageSerializerUtil.java b/connector/core/src/main/java/com/alibaba/otter/canal/connector/core/util/CanalMessageSerializerUtil.java
index 5fac0e67..14317b52 100644
--- a/connector/core/src/main/java/com/alibaba/otter/canal/connector/core/util/CanalMessageSerializerUtil.java
+++ b/connector/core/src/main/java/com/alibaba/otter/canal/connector/core/util/CanalMessageSerializerUtil.java
@@ -79,7 +79,7 @@ public class CanalMessageSerializerUtil {
                 }
             }
         } catch (Exception e) {
-            throw new RuntimeException("Error when serializing message to byte[] ");
+            throw new RuntimeException("Error when serializing message to byte[] by " + e.getMessage() , e);
         }
         return null;
     }
@@ -125,7 +125,7 @@ public class CanalMessageSerializerUtil {
                 }
             }
         } catch (Exception e) {
-            throw new CanalClientException("deserializer failed", e);
+            throw new CanalClientException("deserializer failed by " + e.getMessage(), e);
         }
     }
 }