diff --git a/backend/coreAdmin/settings.py b/backend/coreAdmin/settings.py
index 3f181cdb..0d8b1f66 100644
--- a/backend/coreAdmin/settings.py
+++ b/backend/coreAdmin/settings.py
@@ -340,6 +340,16 @@
 # Skybot da Franca: SKYBOT_SERVER="http://vo.imcce.fr/webservices/skybot/"
 SKYBOT_SERVER = "http://vo.imcce.fr/webservices/skybot/"
 
+# Memcached
+CACHE_HOST = os.environ.get("CACHE_HOST", "memcached")
+CACHE_PORT = os.environ.get("CACHE_PORT", 11211)
+CACHES = {
+    "default": {
+        "BACKEND": "django.core.cache.backends.memcached.PyMemcacheCache",
+        "LOCATION": f"{CACHE_HOST}:{CACHE_PORT}",
+    }
+}
+
 # CELERY_BROKER_URL = os.getenv(
 #     "CELERY_BROKER_URL", "amqp://tno:adminadmin@rabbit:5672/tno_vhost"
 # )
diff --git a/backend/requirements.txt b/backend/requirements.txt
index f54e3a33..993b9c45 100644
--- a/backend/requirements.txt
+++ b/backend/requirements.txt
@@ -66,6 +66,7 @@ prometheus-client==0.16.0
 psycopg2-binary==2.9.5
 pycparser==2.21
 pyerfa==2.0.0.1
+pymemcache==4.0.0
 pykdtree==1.3.9
 pyparsing==3.0.9
 pyproj==3.6.1
diff --git a/backend/tno/views/occultation.py b/backend/tno/views/occultation.py
index 9720a25d..194e70fb 100644
--- a/backend/tno/views/occultation.py
+++ b/backend/tno/views/occultation.py
@@ -8,6 +8,7 @@
 import humanize
 from dateutil.relativedelta import relativedelta
 from django.conf import settings
+from django.core.cache import cache
 from django.db.models import F, FloatField, Q, Value
 from django.shortcuts import get_object_or_404
 from drf_spectacular.utils import extend_schema, inline_serializer
@@ -524,12 +525,27 @@ def get_occultation_paths(self, request, pk=None, hash_id=None):
     @action(detail=False, methods=["get"], permission_classes=(AllowAny,))
     def base_dynclass_with_prediction(self, request):
         """Returns all base_dynclass that have at least one prediction event."""
+        # needs to be unique
+        cache_key = "base_dynclass_with_prediction"
+        # time in seconds for cache to be valid
+        cache_time = 86400  # 24h
+        # returns None if no key-value pair
+        data = cache.get(cache_key)
+
+        if data is not None:
+            return Response(data)
+
         queryset = Occultation.objects.order_by("base_dynclass").distinct(
             "base_dynclass"
         )
 
         rows = [x.base_dynclass for x in queryset]
-        return Response(dict({"results": rows, "count": len(rows)}))
+        result = {"results": rows, "count": len(rows)}
+
+        # Store the data in the cache
+        cache.set(cache_key, result, cache_time)
+
+        return Response(result)
 
     @extend_schema(
         responses={
@@ -547,10 +563,25 @@ def base_dynclass_with_prediction(self, request):
     @action(detail=False, methods=["get"], permission_classes=(AllowAny,))
     def dynclass_with_prediction(self, request):
         """Returns all dynclass that have at least one prediction event."""
+        # needs to be unique
+        cache_key = "dynclass_with_prediction"
+        # time in seconds for cache to be valid
+        cache_time = 86400  # 24h
+        # returns None if no key-value pair
+        data = cache.get(cache_key)
+
+        if data is not None:
+            return Response(data)
+
         queryset = Occultation.objects.order_by("dynclass").distinct("dynclass")
 
         rows = [x.dynclass for x in queryset]
-        return Response(dict({"results": rows, "count": len(rows)}))
+        result = {"results": rows, "count": len(rows)}
+
+        # Store the data in the cache
+        cache.set(cache_key, result, cache_time)
+
+        return Response(result)
 
     @extend_schema(
         responses={
diff --git a/compose/local/docker-compose-template.yml b/compose/local/docker-compose-template.yml
index a05bb777..196b6348 100644
--- a/compose/local/docker-compose-template.yml
+++ b/compose/local/docker-compose-template.yml
@@ -145,6 +145,12 @@ services:
   mailhog:
     image: mailhog/mailhog:v1.0.0
 
+  memcached:
+    image: bitnami/memcached
+    environment:
+      - MEMCACHED_CACHE_SIZE=128
+      - MEMCACHED_THREADS=4
+      - MEMCACHED_MAX_ITEM_SIZE=8388608
 
   # https://medium.com/testing-with-cypress/running-cypress-tests-in-docker-containers-using-different-docker-images-2dee3450881e
   # cypress:
diff --git a/compose/production/docker-compose-template.yml b/compose/production/docker-compose-template.yml
index 110d8421..b8bb909d 100644
--- a/compose/production/docker-compose-template.yml
+++ b/compose/production/docker-compose-template.yml
@@ -93,3 +93,11 @@ services:
       - .env
     volumes:
       - rabbitmq-data:/var/lib/rabbitmq/
+  # Memory Cache: Memcached
+  # Documentation: https://hub.docker.com/r/bitnami/memcached
+  memcached:
+    image: bitnami/memcached
+    environment:
+      - MEMCACHED_CACHE_SIZE=128
+      - MEMCACHED_THREADS=4
+      - MEMCACHED_MAX_ITEM_SIZE=8388608
diff --git a/compose/testing/docker-compose-template.yml b/compose/testing/docker-compose-template.yml
index 95296f6d..f0e17061 100644
--- a/compose/testing/docker-compose-template.yml
+++ b/compose/testing/docker-compose-template.yml
@@ -95,3 +95,12 @@ services:
       RABBITMQ_DEFAULT_VHOST: ${RABBITMQ_DEFAULT_VHOST:-tno_vhost}
     volumes:
       - rabbitmq-data:/var/lib/rabbitmq/
+
+  # Memory Cache: Memcached
+  # Documentation: https://hub.docker.com/r/bitnami/memcached
+  memcached:
+    image: bitnami/memcached
+    environment:
+      - MEMCACHED_CACHE_SIZE=128
+      - MEMCACHED_THREADS=4
+      - MEMCACHED_MAX_ITEM_SIZE=8388608
diff --git a/frontend/src/contexts/PredictionContext.js b/frontend/src/contexts/PredictionContext.js
index c282d5d2..e305e211 100644
--- a/frontend/src/contexts/PredictionContext.js
+++ b/frontend/src/contexts/PredictionContext.js
@@ -16,8 +16,8 @@ export function PredictionEventsProvider({ children }) {
       filters: {
         dt_after_local: dayjs(),
         date_time_after: dayjs().utc().format(),
-        dt_before_local: null,
-        date_time_before: null,
+        dt_before_local: dayjs().add(1, 'month'),
+        date_time_before: dayjs().utc().add(1, 'month').format(),
         filterType: '',
         filterValue: undefined,
         maginitudeMax: 15,