diff --git a/python/paddle/fluid/distributed/node.py b/python/paddle/fluid/distributed/node.py
index a15f94f4d17fca8f53340a31b9dab1951b72ac1c..5a1e9362c2fbcbbe85fc4eb360ec98e5951d9975 100644
--- a/python/paddle/fluid/distributed/node.py
+++ b/python/paddle/fluid/distributed/node.py
@@ -12,6 +12,8 @@
 # See the License for the specific language governing permissions and
 
 import ps_pb2 as pslib
+# NOTE: reduce removed in fuctools in python3
+from functools import reduce
 
 
 class Server(object):
diff --git a/python/paddle/fluid/incubate/fleet/base/fleet_base.py b/python/paddle/fluid/incubate/fleet/base/fleet_base.py
index 77a202317912f2ca1f72eb394b322b39062c8fbd..105180030ace8281dffa9860e82f0e515fd28a3b 100644
--- a/python/paddle/fluid/incubate/fleet/base/fleet_base.py
+++ b/python/paddle/fluid/incubate/fleet/base/fleet_base.py
@@ -181,7 +181,7 @@ class Fleet(object):
         trainers = self.worker_num()
 
         remainder = len(files) % trainers
-        blocksize = len(files) / trainers
+        blocksize = len(files) // trainers
 
         blocks = [blocksize] * trainers
         for i in range(remainder):
diff --git a/python/paddle/fluid/incubate/fleet/utils/fleet_util.py b/python/paddle/fluid/incubate/fleet/utils/fleet_util.py
index 979334ed2eaa4c0ceccec288be4987b54c72fe7e..d02be8af4b144f3797aadaeb2a763b24090e6178 100644
--- a/python/paddle/fluid/incubate/fleet/utils/fleet_util.py
+++ b/python/paddle/fluid/incubate/fleet/utils/fleet_util.py
@@ -244,7 +244,7 @@ class FleetUtil(object):
         new_pos = 0.0
         new_neg = 0.0
         total_ins_num = 0
-        for i in xrange(num_bucket):
+        for i in range(num_bucket):
             index = num_bucket - 1 - i
             new_pos = pos + global_pos[0][index]
             total_ins_num += global_pos[0][index]
@@ -1240,8 +1240,8 @@ class FleetUtil(object):
         hours = os.popen("echo -n " + hours).read().split(" ")
         split_interval = int(split_interval)
         split_per_pass = int(split_per_pass)
-        splits_per_day = 24 * 60 / split_interval
-        pass_per_day = splits_per_day / split_per_pass
+        splits_per_day = 24 * 60 // split_interval
+        pass_per_day = splits_per_day // split_per_pass
         left_train_hour = int(hours[0])
         right_train_hour = int(hours[-1])
 
@@ -1425,7 +1425,7 @@ class FleetUtil(object):
         relative_ctr_error = 0.0
         k_max_span = 0.01
         k_relative_error_bound = 0.05
-        for i in xrange(num_bucket):
+        for i in range(num_bucket):
             click = global_pos[0][i]
             show = global_pos[0][i] + global_neg[0][i]
             ctr = float(i) / num_bucket
diff --git a/python/paddle/fluid/incubate/fleet/utils/http_server.py b/python/paddle/fluid/incubate/fleet/utils/http_server.py
index 50933ce5d1bd35ac4596740f33c0a58c46a4f478..b4ee29a065a7c0a801ec2a408578c592f16c3d52 100644
--- a/python/paddle/fluid/incubate/fleet/utils/http_server.py
+++ b/python/paddle/fluid/incubate/fleet/utils/http_server.py
@@ -14,8 +14,9 @@
 """Http Server."""
 
 import logging
-import BaseHTTPServer
-import SimpleHTTPServer
+# NOTE: HTTPServer has a different name in python2 and python3
+from http.server import HTTPServer
+import http.server as SimpleHTTPServer
 import time
 import threading
 import socket
@@ -123,7 +124,7 @@ class KVHandler(SimpleHTTPServer.SimpleHTTPRequestHandler):
         self.end_headers()
 
 
-class KVHTTPServer(BaseHTTPServer.HTTPServer, object):
+class KVHTTPServer(HTTPServer, object):
     """
     it is a http server storing kv pairs.
     """