diff --git a/apps/counter/api/views.py b/apps/counter/api/views.py
index ce5242f..029a246 100644
--- a/apps/counter/api/views.py
+++ b/apps/counter/api/views.py
@@ -1,6 +1,7 @@
 import pytz
 from datetime import datetime, time
 from django.db.models import Sum, Max
+from django.core.cache import cache
 from rest_framework.generics import (
     ListAPIView,
     RetrieveAPIView,
@@ -41,11 +42,7 @@ class DeviceLogStatisticAPIView(APIView):
     permission_classes = [IsAuthenticated]
 
     def get(self, request, *args, **kwargs):
-        tz = pytz.timezone("UTC")
-        today = datetime.now(tz).date()
-        midnight = tz.localize(datetime.combine(today, time(0, 0)), is_dst=None)
-
-        # calc total count
+        # calc total count, no cache
         total_count_queryset = [DeviceCount.objects.get(device_id=x['device_id'], data_time=x['max_time'])
                                 for x in DeviceCount.objects.values('device_id').annotate(max_time=Max('data_time'))]
         if total_count_queryset:
@@ -53,15 +50,23 @@ class DeviceLogStatisticAPIView(APIView):
         else:
             total_count = 0
 
-        # calc daily count
-        one_day_ago_queryset = [DeviceCount.objects.get(device_id=x['device_id'], data_time=x['max_time'])
-                                for x in DeviceCount.objects.filter(
-                                        data_time__lt=midnight).values('device_id').annotate(max_time=Max('data_time'))]
-        if one_day_ago_queryset:
-            one_day_ago_count = sum(map(lambda x: int(x.count), one_day_ago_queryset))
-            daily_count = total_count - one_day_ago_count
+        # calc daily count, put it in redis as cache.
+        if cache.has_key('daily_count'):
+            daily_count = cache.get('daily_count')
+            pass
         else:
-            daily_count = 0
+            tz = pytz.timezone("UTC")
+            today = datetime.now(tz).date()
+            midnight = tz.localize(datetime.combine(today, time(0, 0)), is_dst=None)
+            one_day_ago_queryset = [DeviceCount.objects.get(device_id=x['device_id'], data_time=x['max_time'])
+                                    for x in DeviceCount.objects.filter(
+                                        data_time__lt=midnight).values('device_id').annotate(max_time=Max('data_time'))]
+            if one_day_ago_queryset:
+                one_day_ago_count = sum(map(lambda x: int(x.count), one_day_ago_queryset))
+                daily_count = total_count - one_day_ago_count
+            else:
+                daily_count = 0
+            cache.set('daily_count', daily_count, 60 * 60)
         data = {'total_count': total_count, 'daily_count': daily_count}
         return Response(data)
 
diff --git a/mosqkiller/settings.py b/mosqkiller/settings.py
index 1f4485f..a35a5c4 100644
--- a/mosqkiller/settings.py
+++ b/mosqkiller/settings.py
@@ -185,4 +185,15 @@ JWT_AUTH = {
 # Custom auth backend
 # AUTHENTICATION_BACKENDS = (
 #     'accounts.api.views.CustomBackend',
-# )
\ No newline at end of file
+# )
+
+# CACHES
+CACHES = {
+    "default": {
+        "BACKEND": "django_redis.cache.RedisCache",
+        "LOCATION": "redis://:IySpkVL39NeOgyC@47.106.73.20:6389/1",
+        "OPTIONS": {
+            "CLIENT_CLASS": "django_redis.client.DefaultClient",
+        }
+    }
+}
\ No newline at end of file
diff --git a/requirements.txt b/requirements.txt
index 1862ad4..5ec1ab9 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,14 +1,43 @@
-Django==2.0.7
+aliyun-log-python-sdk==0.6.30.4
+aliyun-python-sdk-core-v3==2.8.9
+aliyun-python-sdk-rds==2.1.3
+certifi==2018.4.16
+chardet==3.0.4
+Django==2.0.5
 django-appconf==1.0.2
-django-cors-headers==2.4.0
+django-cors-headers==2.3.0
+django-crispy-forms==1.7.2
 django-filter==1.1.0
 django-imagekit==4.0.2
+django-markdown-deux==1.0.5
+django-pagedown==1.0.4
+django-redis==4.9.0
 djangorestframework==3.8.2
 djangorestframework-jwt==1.11.0
-gunicorn==19.9.0
-mysqlclient==1.3.13
+enum34==1.1.6
+et-xmlfile==1.0.1
+idna==2.7
+jdcal==1.4
+lml==0.0.1
+Markdown==2.6.11
+markdown2==2.3.5
+mysqlclient==1.3.12
+openpyxl==2.5.4
 pilkit==2.0
-Pillow==5.2.0
+Pillow==5.1.0
+protobuf==3.6.0
+pyexcel==0.5.8
+pyexcel-io==0.5.7
+pyexcel-xls==0.5.7
+pyexcel-xlsx==0.5.6
+Pygments==2.2.0
 PyJWT==1.6.4
-pytz==2018.5
+python-dateutil==2.7.3
+pytz==2018.4
+redis==2.10.6
+requests==2.19.1
 six==1.11.0
+texttable==1.4.0
+urllib3==1.23
+xlrd==1.1.0
+xlwt==1.3.0