diff --git a/CHANGELOG.md b/CHANGELOG.md
index 1bda2f1..a1f7599 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -4,11 +4,18 @@ All notable changes to this project will be documented in this file.
 
 ## [Unreleased]
 
+## [0.3.2] - 2024-08-20
+
 ### Changed
 
 - Don't use the `aws-lc-rs` crate (introduced in [#45]), as it broke the Tilt build ([#46]).
 
+### Fixed
+
+- Fix division by zero when all clusters of a cluster group are not ready to accept queries ([#47]).
+
 [#46]: https://github.com/stackabletech/trino-lb/pull/46
+[#47]: https://github.com/stackabletech/trino-lb/pull/47
 
 ## [0.3.1] - 2024-08-16
 
diff --git a/README.md b/README.md
index b3c73f3..82d01f7 100644
--- a/README.md
+++ b/README.md
@@ -24,7 +24,7 @@ Make sure you clone this repo and run the following command from the root direct
 In case you don't have any Trino cluster at hand you can start trino-lb without any Trino cluster as follows:
 
 ```bash
-docker run -p 8080:8080 -v ./example-configs/simple-no-trino.yaml:/etc/trino-lb-config.yaml --rm oci.stackable.tech/stackable/trino-lb:0.1.0
+docker run -p 8080:8080 -v ./example-configs/simple-no-trino.yaml:/etc/trino-lb-config.yaml --rm oci.stackable.tech/stackable/trino-lb:0.3.1
 ```
 
 This starts trino-lb listening on http://127.0.0.1:8080.
@@ -44,12 +44,12 @@ As you can see by `QUEUED_IN_TRINO_LB`, the query is queued in trino-lb indefini
 
 Let's assume your Trino cluster is accessible at `https://127.0.0.1:8443` using the username `admin` and password `admin`.
 
-First check the config file `example-configs/simple-single-trino.yaml` and swap out the hostname and credentials corresponding to your Trino cluster.
+First check the config file `example-configs/docker-simple-single-trino.yaml` and swap out the hostname and credentials corresponding to your Trino cluster.
 Afterwards start trino-lb using the following command.
 We are using self-signed certificates for testing purpose here.
 
 ```bash
-docker run -p 443:8443 -v ./example-configs/simple-single-trino.yaml:/etc/trino-lb-config.yaml -v ./example-configs/self-signed-certs/:/self-signed-certs/ --rm oci.stackable.tech/stackable/trino-lb:0.1.0
+docker run -p 443:8443 -v ./example-configs/docker-simple-single-trino.yaml:/etc/trino-lb-config.yaml -v ./example-configs/self-signed-certs/:/self-signed-certs/ --rm oci.stackable.tech/stackable/trino-lb:0.3.1
 ```
 
 > [!NOTE]
@@ -58,7 +58,7 @@ docker run -p 443:8443 -v ./example-configs/simple-single-trino.yaml:/etc/trino-
 We can send queries to trino-lb and it will forward them to the configured Trino cluster.
 
 ```bash
-java -jar ~/Downloads/trino-cli-435-executable.jar --server https://127.0.0.1:443 --insecure --user admin --password
+java -jar ~/Downloads/trino-cli-*-executable.jar --server https://127.0.0.1:443 --insecure --user admin --password
 Password:
 trino> select 42;
  _col0
diff --git a/example-configs/docker-simple-single-trino.yaml b/example-configs/docker-simple-single-trino.yaml
new file mode 100644
index 0000000..6dbb782
--- /dev/null
+++ b/example-configs/docker-simple-single-trino.yaml
@@ -0,0 +1,27 @@
+trinoLb:
+  externalAddress: https://127.0.0.1:443 # exposed docker port is 443
+  # When you enable authentication trino-clients enforce https encryption
+  tls:
+    enabled: true
+    certPemFile: /self-signed-certs/cert.pem
+    keyPemFile: /self-signed-certs/key.pem
+  # Use in-memory persistence which will loose all queued running queries on restart
+  persistence:
+    inMemory: {}
+trinoClusterGroups:
+  default:
+    # Once a cluster has more running queries than this no further queries will be send to it
+    # They will be queued in trino-lb instead
+    maxRunningQueries: 1
+    trinoClusters:
+      - name: trino-default-1
+        endpoint: https://5.250.181.98:8443 # FIXME
+        credentials:
+          username: admin
+          password: adminadmin # FIXME
+# Your Trino probably does not have a globally trusted certificate
+trinoClusterGroupsIgnoreCert: true
+
+# Route all queries to the "default" cluster group
+routers: []
+routingFallback: default
diff --git a/trino-lb/src/scaling/mod.rs b/trino-lb/src/scaling/mod.rs
index a1982b8..89b587e 100644
--- a/trino-lb/src/scaling/mod.rs
+++ b/trino-lb/src/scaling/mod.rs
@@ -317,7 +317,7 @@ impl Scaler {
                     target_states.insert(to_start.name.to_owned(), ClusterState::Starting);
                 }
             }
-        } else {
+        } else if queued == 0 {
             // Determine excess clusters, this only makes sense when we don't upscale
             let cluster_query_counters = try_join_all(
                 clusters
@@ -335,7 +335,18 @@ impl Scaler {
                 .map(|(c, _)| c.max_running_queries)
                 .sum();
             let current_running_queries: u64 = cluster_query_counters.iter().sum();
-            let utilization_percent = 100 * current_running_queries / max_running_queries;
+
+            let utilization_percent = match (max_running_queries, current_running_queries) {
+                // No cluster is ready to accept queries and no queries running
+                (0, 0) => 0,
+                // No cluster is ready to accept queries but there are some queries still running
+                // This means the clusters are even more utilized than they normally should have (although they e.g. can
+                // have some queries running during draining)
+                // So we set the utilization to 100%
+                (0, _) => 100,
+                // We can calculate the percentage normally, it's safe to divide by max_running_queries
+                (_, _) => 100 * current_running_queries / max_running_queries,
+            };
 
             debug!(
                 current_running_queries,