diff --git a/kubeflow/katib/README.md b/kubeflow/katib/README.md
index 6f405d32c3f..19c84d9202e 100644
--- a/kubeflow/katib/README.md
+++ b/kubeflow/katib/README.md
@@ -7,8 +7,8 @@
 **Table of Contents**  *generated with [DocToc](https://github.com/thlorenz/doctoc)*
 
 - [Quickstart](#quickstart)
-  - [TF-job operator](#tf-job-operator)
-  - [Pytorch-operator](#pytorch-operator)
+  - [TF operator](#tf-operator)
+  - [Pytorch operator](#pytorch-operator)
   - [Katib](#katib)
   - [Cleanups](#cleanups)
 
@@ -16,27 +16,28 @@
 
 ## Quickstart
 
-For running Katib you have to install tf-job operator and pytorch operator package.
+For running Katib, you have to install tf operator and pytorch operator package.
 
 In your Ksonnet app root, run the following
 
 ```
 export KF_ENV=default
+ks env set ${KF_ENV} --namespace=kubeflow
 ks registry add kubeflow github.com/kubeflow/kubeflow/tree/master/kubeflow
 ```
 
-### TF-job operator
+### TF operator
 
-For installing tf-job operator, run the following
+For installing tf operator, run the following
 
 ```
 ks pkg install kubeflow/tf-training
-ks pkg install kubeflow/core
+ks pkg install kubeflow/common
 ks generate tf-job-operator tf-job-operator
 ks apply ${KF_ENV} -c tf-job-operator
 ```
 
-### Pytorch-operator
+### Pytorch operator
 For installing pytorch operator, run the following
 
 ```
@@ -55,6 +56,33 @@ ks generate katib katib
 ks apply ${KF_ENV} -c katib
 ```
 
+If you want to use Katib not in GKE and you don't have StorageClass for dynamic volume provisioning at your cluster, you have to create persistent volume to bound your persistent volume claim. For additional information about persistent volume, visit Kubernetes [documentation](https://kubernetes.io/docs/concepts/storage/persistent-volumes/).
+
+This is yaml file for persistent volume
+
+```yaml
+apiVersion: v1
+kind: PersistentVolume
+metadata:
+  name: katib-mysql
+  labels:
+    type: local
+    app: katib
+spec:
+  capacity:
+    storage: 10Gi
+  accessModes:
+    - ReadWriteOnce
+  hostPath:
+    path: /data/katib
+```
+
+Create this pv after deploying Katib package
+
+```
+kubectl create -f https://raw.githubusercontent.com/kubeflow/katib/master/manifests/pv/pv.yaml
+```
+
 ### Cleanups
 
 Delete installed components
@@ -65,5 +93,11 @@ ks delete ${KF_ENV} -c pytorch-operator
 ks delete ${KF_ENV} -c tf-job-operator
 ```
 
+If you create pv for Katib, delete it
+
+```
+kubectl delete -f https://raw.githubusercontent.com/kubeflow/katib/master/manifests/pv/pv.yaml
+```
+
 Please refer to the official docs for
 [Hyperparameter Tuning at kubeflow.org](https://www.kubeflow.org/docs/guides/components/hyperparameter/).