diff --git a/iotdb-client/session/src/main/java/org/apache/iotdb/session/SessionConnection.java b/iotdb-client/session/src/main/java/org/apache/iotdb/session/SessionConnection.java
index c0dc516ba114..d6e4d8a72b2b 100644
--- a/iotdb-client/session/src/main/java/org/apache/iotdb/session/SessionConnection.java
+++ b/iotdb-client/session/src/main/java/org/apache/iotdb/session/SessionConnection.java
@@ -66,6 +66,10 @@
 import org.apache.iotdb.session.util.CheckedSupplier;
 import org.apache.iotdb.session.util.SessionUtils;
 
+import org.apache.iotdb.session.util.retry.Handler;
+import org.apache.iotdb.session.util.retry.RetriableTask;
+import org.apache.iotdb.session.util.retry.Retry;
+import org.apache.iotdb.session.util.retry.RetryDecision;
 import org.apache.thrift.TException;
 import org.apache.thrift.protocol.TBinaryProtocol;
 import org.apache.thrift.protocol.TCompactProtocol;
@@ -1479,6 +1483,40 @@ private <RETURN> RETURN doOperation(CheckedSupplier<RETURN, TException> supplier
     return ret;
   }
 
+  private <RETURN> RETURN doOperationWithUnifiedRetry(CheckedSupplier<RETURN, TException> supplier) throws IoTDBConnectionException, StatementExecutionException, Exception{
+    RetriableTask<RETURN> task = supplier::get;
+    Handler<RETURN> returnHandler = new Handler<RETURN>() {
+      Exception lastException = null;
+      @Override
+      public RetryDecision onExecutionResult(RETURN result) {
+        return Retry.NO_RETRY;
+      }
+
+      @Override
+      public RetryDecision onException(Exception exception) {
+        lastException = exception;
+        boolean tryReconnect = reconnect();
+        if (!tryReconnect) {
+          lastException = new IoTDBConnectionException(logForReconnectionFailure());
+        } else {
+          lastException = new IoTDBConnectionException(exception);
+        }
+        return Retry.NO_RETRY;
+      }
+
+      @Override
+      public RETURN onFinalResult(RETURN lastResult, Exception lastException) throws Exception {
+        if (lastResult != null) {
+          return lastResult;
+        } else {
+          throw lastException;
+        }
+      }
+    };
+
+    return Retry.execute(task, returnHandler);
+  }
+
   public TSConnectionInfoResp fetchAllConnections() throws IoTDBConnectionException {
     try {
       return client.fetchAllConnectionsInfo();
diff --git a/iotdb-client/session/src/main/java/org/apache/iotdb/session/util/retry/Handler.java b/iotdb-client/session/src/main/java/org/apache/iotdb/session/util/retry/Handler.java
new file mode 100644
index 000000000000..3aca32f8b4a0
--- /dev/null
+++ b/iotdb-client/session/src/main/java/org/apache/iotdb/session/util/retry/Handler.java
@@ -0,0 +1,7 @@
+package org.apache.iotdb.session.util.retry;
+
+public interface Handler<T> {
+  RetryDecision onExecutionResult(T result);
+  RetryDecision onException(Exception exception);
+  T onFinalResult(T lastResult, Exception lastException) throws Exception;
+}
diff --git a/iotdb-client/session/src/main/java/org/apache/iotdb/session/util/retry/RetriableTask.java b/iotdb-client/session/src/main/java/org/apache/iotdb/session/util/retry/RetriableTask.java
new file mode 100644
index 000000000000..804a3bb4ec71
--- /dev/null
+++ b/iotdb-client/session/src/main/java/org/apache/iotdb/session/util/retry/RetriableTask.java
@@ -0,0 +1,10 @@
+package org.apache.iotdb.session.util.retry;
+
+/**
+* This interface defines a retriable task
+* @param <T> return type of this task
+*/
+@FunctionalInterface
+public interface RetriableTask<T> {
+  T execute() throws Exception;
+}
\ No newline at end of file
diff --git a/iotdb-client/session/src/main/java/org/apache/iotdb/session/util/retry/Retry.java b/iotdb-client/session/src/main/java/org/apache/iotdb/session/util/retry/Retry.java
new file mode 100644
index 000000000000..92d709ee653f
--- /dev/null
+++ b/iotdb-client/session/src/main/java/org/apache/iotdb/session/util/retry/Retry.java
@@ -0,0 +1,43 @@
+package org.apache.iotdb.session.util.retry;
+
+import org.apache.tsfile.utils.TimeDuration;
+
+public class Retry {
+  final static public RetryDecision NO_RETRY = new RetryDecision() {
+    @Override
+    public boolean shouldRetry() {
+      return false;
+    }
+
+    @Override
+    public long getSleepTimeIfRetry() {
+      return 0;
+    }
+  };
+  public static <T> T execute(RetriableTask<T> task, Handler<T> handler) throws Exception {
+    T result = null;
+    RetryDecision decision;
+    Exception lastException;
+
+    while (true){
+      try {
+        result = task.execute();
+        decision = handler.onExecutionResult(result);
+        lastException = null;
+      } catch (Exception e) {
+        decision = handler.onException(e);
+        lastException = e;
+      }
+
+      if (!decision.shouldRetry()) {
+        return handler.onFinalResult(result, lastException);
+      }
+      try {
+        Thread.sleep(decision.getSleepTimeIfRetry());
+      } catch (InterruptedException interruptedException) {
+        Thread.currentThread().interrupt();
+        // TODO (william) what shall we do here?
+      }
+    }
+  }
+}
diff --git a/iotdb-client/session/src/main/java/org/apache/iotdb/session/util/retry/RetryDecision.java b/iotdb-client/session/src/main/java/org/apache/iotdb/session/util/retry/RetryDecision.java
new file mode 100644
index 000000000000..50ebd2e6b56b
--- /dev/null
+++ b/iotdb-client/session/src/main/java/org/apache/iotdb/session/util/retry/RetryDecision.java
@@ -0,0 +1,9 @@
+package org.apache.iotdb.session.util.retry;
+
+public interface RetryDecision {
+    boolean shouldRetry();
+
+    long getSleepTimeIfRetry();
+
+
+}
diff --git a/iotdb-client/session/src/main/java/org/apache/iotdb/session/util/retry/TaskResult.java b/iotdb-client/session/src/main/java/org/apache/iotdb/session/util/retry/TaskResult.java
new file mode 100644
index 000000000000..a033a8881674
--- /dev/null
+++ b/iotdb-client/session/src/main/java/org/apache/iotdb/session/util/retry/TaskResult.java
@@ -0,0 +1,32 @@
+package org.apache.iotdb.session.util.retry;
+
+import java.util.Optional;
+
+public class TaskResult <T, E extends Throwable> {
+  private final T result;
+  private final E exception;
+
+  private TaskResult(T result, E exception) {
+    this.result = result;
+    this.exception = exception;
+  }
+  static <T> TaskResult<T, Throwable> from(T result)  {
+    return new TaskResult<>(result, null);
+  }
+
+  static <E extends Throwable> TaskResult<Object, E> fromException(E exception) {
+    return new TaskResult<>(null, exception);
+  }
+
+  public boolean isPresent() {
+    return Optional.ofNullable(result).isPresent();
+  }
+
+  public Optional<T> getResult() {
+    return Optional.ofNullable(result);
+  }
+
+  public Optional<E> getException() {
+    return Optional.ofNullable(exception);
+  }
+}
diff --git a/iotdb-core/node-commons/src/main/java/org/apache/iotdb/commons/utils/retry/Handler.java b/iotdb-core/node-commons/src/main/java/org/apache/iotdb/commons/utils/retry/Handler.java
new file mode 100644
index 000000000000..6e0798a1a211
--- /dev/null
+++ b/iotdb-core/node-commons/src/main/java/org/apache/iotdb/commons/utils/retry/Handler.java
@@ -0,0 +1,9 @@
+package org.apache.iotdb.commons.utils.retry;
+
+import java.util.Optional;
+
+public interface Handler<T> {
+  RetryDecision onExecutionResult(T result);
+  RetryDecision onException(Exception exception);
+  T onFinalResult(T lastResult, Exception lastException) throws Exception;
+}
diff --git a/iotdb-core/node-commons/src/main/java/org/apache/iotdb/commons/utils/retry/RetriableTask.java b/iotdb-core/node-commons/src/main/java/org/apache/iotdb/commons/utils/retry/RetriableTask.java
new file mode 100644
index 000000000000..81702edc529e
--- /dev/null
+++ b/iotdb-core/node-commons/src/main/java/org/apache/iotdb/commons/utils/retry/RetriableTask.java
@@ -0,0 +1,10 @@
+package org.apache.iotdb.commons.utils.retry;
+
+/**
+* This interface defines a retriable task
+* @param <T> return type of this task
+*/
+@FunctionalInterface
+public interface RetriableTask<T> {
+  T execute() throws Exception;
+}
\ No newline at end of file
diff --git a/iotdb-core/node-commons/src/main/java/org/apache/iotdb/commons/utils/retry/Retry.java b/iotdb-core/node-commons/src/main/java/org/apache/iotdb/commons/utils/retry/Retry.java
new file mode 100644
index 000000000000..c58c3c2b45cb
--- /dev/null
+++ b/iotdb-core/node-commons/src/main/java/org/apache/iotdb/commons/utils/retry/Retry.java
@@ -0,0 +1,32 @@
+package org.apache.iotdb.commons.utils.retry;
+
+import java.util.Optional;
+
+public class Retry {
+  public static <T> T execute(RetriableTask<T> task, Handler<T> handler) throws Exception {
+    T result = null;
+    RetryDecision decision;
+    Exception lastException;
+
+    while (true){
+      try {
+        result = task.execute();
+        decision = handler.onExecutionResult(result);
+        lastException = null;
+      } catch (Exception e) {
+        decision = handler.onException(e);
+        lastException = e;
+      }
+
+      if (!decision.shouldRetry()) {
+        return handler.onFinalResult(result, lastException);
+      }
+      try {
+        Thread.sleep(decision.getSleepTimeIfRetry());
+      } catch (InterruptedException interruptedException) {
+        Thread.currentThread().interrupt();
+        // TODO (william) what shall we do here?
+      }
+    }
+  }
+}
diff --git a/iotdb-core/node-commons/src/main/java/org/apache/iotdb/commons/utils/retry/RetryDecision.java b/iotdb-core/node-commons/src/main/java/org/apache/iotdb/commons/utils/retry/RetryDecision.java
new file mode 100644
index 000000000000..57797f5c4c9c
--- /dev/null
+++ b/iotdb-core/node-commons/src/main/java/org/apache/iotdb/commons/utils/retry/RetryDecision.java
@@ -0,0 +1,7 @@
+package org.apache.iotdb.commons.utils.retry;
+
+public interface RetryDecision {
+    boolean shouldRetry();
+
+    long getSleepTimeIfRetry();
+}
diff --git a/iotdb-core/node-commons/src/main/java/org/apache/iotdb/commons/utils/retry/TaskResult.java b/iotdb-core/node-commons/src/main/java/org/apache/iotdb/commons/utils/retry/TaskResult.java
new file mode 100644
index 000000000000..818d7b56f18f
--- /dev/null
+++ b/iotdb-core/node-commons/src/main/java/org/apache/iotdb/commons/utils/retry/TaskResult.java
@@ -0,0 +1,32 @@
+package org.apache.iotdb.commons.utils.retry;
+
+import java.util.Optional;
+
+public class TaskResult <T, E extends Throwable> {
+  private final T result;
+  private final E exception;
+
+  private TaskResult(T result, E exception) {
+    this.result = result;
+    this.exception = exception;
+  }
+  static <T> TaskResult<T, Throwable> from(T result)  {
+    return new TaskResult<>(result, null);
+  }
+
+  static <E extends Throwable> TaskResult<Object, E> fromException(E exception) {
+    return new TaskResult<>(null, exception);
+  }
+
+  public boolean isPresent() {
+    return Optional.ofNullable(result).isPresent();
+  }
+
+  public Optional<T> getResult() {
+    return Optional.ofNullable(result);
+  }
+
+  public Optional<E> getException() {
+    return Optional.ofNullable(exception);
+  }
+}