diff --git a/reana_workflow_controller/dask.py b/reana_workflow_controller/dask.py
index 3c74a837..48a24868 100644
--- a/reana_workflow_controller/dask.py
+++ b/reana_workflow_controller/dask.py
@@ -11,6 +11,8 @@
 
 from flask import current_app
 
+from kubernetes.client.exceptions import ApiException
+
 from reana_commons.config import (
     K8S_CERN_EOS_AVAILABLE,
     K8S_CERN_EOS_MOUNT_CONFIGURATION,
@@ -489,6 +491,11 @@ def _create_dask_cluster(self):
                 namespace="default",
                 body=self.cluster_body,
             )
+        except ApiException as e:
+            if e.status == 409:
+                logging.error("Conflict error: Dask cluster already exists.")
+            else:
+                raise
         except Exception:
             logging.exception(
                 "An error occurred while trying to create a Dask cluster."
@@ -505,6 +512,11 @@ def _create_dask_autoscaler(self):
                 namespace="default",
                 body=self.autoscaler_body,
             )
+        except ApiException as e:
+            if e.status == 409:
+                logging.error("Conflict error: Dask autoscaler already exists.")
+            else:
+                raise
         except Exception:
             logging.exception(
                 "An error occurred while trying to create a Dask autoscaler."
diff --git a/reana_workflow_controller/k8s.py b/reana_workflow_controller/k8s.py
index 5661f2c5..99a8abd2 100644
--- a/reana_workflow_controller/k8s.py
+++ b/reana_workflow_controller/k8s.py
@@ -6,6 +6,8 @@
 
 """REANA Workflow Controller Kubernetes utils."""
 
+import logging
+
 from kubernetes import client
 from kubernetes.client.rest import ApiException
 from reana_commons.config import (
@@ -418,7 +420,7 @@ def create_dask_dashboard_ingress(cluster_name, workflow_id):
 
     ingress = client.V1Ingress(
         api_version="networking.k8s.io/v1",
-        kind="Ingress",
+        kind="Ingrss",
         metadata=client.V1ObjectMeta(
             name=f"dask-dashboard-ingress-{cluster_name}",
             annotations={
@@ -451,14 +453,22 @@ def create_dask_dashboard_ingress(cluster_name, workflow_id):
     if REANA_INGRESS_CLASS_NAME:
         ingress.spec.ingress_class_name = REANA_INGRESS_CLASS_NAME
 
-    # Create middleware for ingress
-    current_k8s_custom_objects_api_client.create_namespaced_custom_object(
-        group="traefik.io",
-        version="v1alpha1",
-        namespace="default",
-        plural="middlewares",
-        body=middleware_spec,
-    )
+    try:
+        # Create middleware for ingress
+        current_k8s_custom_objects_api_client.create_namespaced_custom_object(
+            group="traefik.io",
+            version="v1alpha1",
+            namespace="default",
+            plural="middlewares",
+            body=middleware_spec,
+        )
+    except ApiException as e:
+        if e.status == 409:
+            logging.error(
+                "Conflict error: Dask dashboard ingress middleware already exists."
+            )
+        else:
+            raise
     # Create the ingress resource
     current_k8s_networking_api_client.create_namespaced_ingress(
         namespace="default", body=ingress
@@ -470,10 +480,16 @@ def delete_dask_dashboard_ingress(cluster_name, workflow_id):
     current_k8s_networking_api_client.delete_namespaced_ingress(
         name=cluster_name, namespace="default", body=client.V1DeleteOptions()
     )
-    current_k8s_custom_objects_api_client.delete_namespaced_custom_object(
-        group="traefik.io",
-        version="v1alpha1",
-        namespace="default",
-        plural="middlewares",
-        name=f"replacepath-{workflow_id}",
-    )
+    try:
+        current_k8s_custom_objects_api_client.delete_namespaced_custom_object(
+            group="traefik.io",
+            version="v1alpha1",
+            namespace="default",
+            plural="middlewares",
+            name=f"replacepath-{workflow_id}",
+        )
+    except ApiException as e:
+        if e.status == 409:
+            logging.error("Conflict error: Dask dashboard ingress already exists.")
+        else:
+            raise