diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 02a81a21..57d5c654 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -40,7 +40,7 @@ jobs:
         ports:
           - 2181:2181
       kafka:
-        image: bitnami/kafka:2.8.1
+        image: bitnami/kafka:3.3
         env:
           KAFKA_BROKER_ID: "1"
           KAFKA_CFG_ZOOKEEPER_CONNECT: "zookeeper:2181"
diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 3a69541c..5712da4b 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -31,7 +31,7 @@ run tests:
   services:
     - name: bitnami/zookeeper:3.7
       alias: zookeeper
-    - name: bitnami/kafka:2.8.1
+    - name: bitnami/kafka:3.3
       alias: kafka
     - name: clickhouse/clickhouse-server:22.8
       alias: clickhouse
diff --git a/akvorado.yaml b/akvorado.yaml
index f7cccd50..e3697cec 100644
--- a/akvorado.yaml
+++ b/akvorado.yaml
@@ -5,7 +5,7 @@
 # orchestrator /dev/null --dump --check`.
 kafka:
   topic: flows
-  version: 2.8.1
+  version: 3.3.1
   brokers:
     - kafka:9092
   topic-configuration:
diff --git a/console/data/docs/99-changelog.md b/console/data/docs/99-changelog.md
index 84963af0..ad0291e6 100644
--- a/console/data/docs/99-changelog.md
+++ b/console/data/docs/99-changelog.md
@@ -19,6 +19,7 @@ after upgrading for it to pick the new schema.
 - ✨ *console*: add `SrcNetPrefix` and `DstNetPrefix` (as a dimension and a filter attribute)
 - 🌱 *console*: add `limit` and `graph-type` to `console.default-visualize-options` 
 - 🌱 *docker*: published `docker-compose.yml` file pins Akvorado image to the associated release
+- 🌱 *docker*: update Zookeeper and Kafka images (this upgrade is optional)
 
 ## 1.6.3 - 2022-11-26
 
diff --git a/docker-compose-dev.yml b/docker-compose-dev.yml
index 571d12fa..3727cb79 100644
--- a/docker-compose-dev.yml
+++ b/docker-compose-dev.yml
@@ -8,7 +8,7 @@ services:
       - ALLOW_ANONYMOUS_LOGIN=yes
 
   kafka:
-    image: bitnami/kafka:2.8.1
+    image: bitnami/kafka:3.3
     environment:
       - KAFKA_ZOOKEEPER_CONNECT=zookeeper:2181
       - KAFKA_BROKER_ID=1
diff --git a/docker-compose.yml b/docker-compose.yml
index 4227177c..94537c29 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -29,7 +29,7 @@ services:
     volumes:
       - akvorado-zookeeper:/bitnami/zookeeper
   kafka:
-    image: bitnami/kafka:2.8.1
+    image: bitnami/kafka:3.3
     environment:
       - KAFKA_ZOOKEEPER_CONNECT=zookeeper:2181
       - ALLOW_PLAINTEXT_LISTENER=yes