diff --git a/docs/guides/proxysql/quickstart/mysqlgrp/examples/sample-proxysql-v1.yaml b/docs/guides/proxysql/quickstart/mysqlgrp/examples/sample-proxysql-v1.yaml
index 7d4e68f246..c3f58173c7 100644
--- a/docs/guides/proxysql/quickstart/mysqlgrp/examples/sample-proxysql-v1.yaml
+++ b/docs/guides/proxysql/quickstart/mysqlgrp/examples/sample-proxysql-v1.yaml
@@ -5,7 +5,26 @@ metadata:
namespace: demo
spec:
version: "2.3.2-debian"
- replicas: 1
+ replicas: 3
+ podTemplate:
+ spec:
+ containers:
+ - name: proxysql
+ resources:
+ limits:
+ cpu: 500m
+ memory: 128Mi
+ requests:
+ cpu: 250m
+ memory: 64Mi
+ securityContext:
+ runAsGroup: 999
+ runAsNonRoot: true
+ runAsUser: 999
+ seccompProfile:
+ type: RuntimeDefault
+ podPlacementPolicy:
+ name: default
syncUsers: true
backend:
name: mysql-server
diff --git a/docs/guides/singlestore/autoscaler/_index.md b/docs/guides/singlestore/autoscaler/_index.md
new file mode 100644
index 0000000000..61427a5832
--- /dev/null
+++ b/docs/guides/singlestore/autoscaler/_index.md
@@ -0,0 +1,10 @@
+---
+title: SingleStore
+menu:
+ docs_{{ .version }}:
+ identifier: sdb-auto-scaling
+ name: SingleStore
+ parent: guides-singlestore
+ weight: 10
+menu_name: docs_{{ .version }}
+---
diff --git a/docs/guides/singlestore/autoscaler/compute/_index.md b/docs/guides/singlestore/autoscaler/compute/_index.md
new file mode 100644
index 0000000000..13d55d0e5e
--- /dev/null
+++ b/docs/guides/singlestore/autoscaler/compute/_index.md
@@ -0,0 +1,10 @@
+---
+title: Compute Autoscaling
+menu:
+ docs_{{ .version }}:
+ identifier: sdb-compute-auto-scaling
+ name: Compute Autoscaling
+ parent: sdb-auto-scaling
+ weight: 46
+menu_name: docs_{{ .version }}
+---
diff --git a/docs/guides/singlestore/autoscaler/compute/overview.md b/docs/guides/singlestore/autoscaler/compute/overview.md
new file mode 100644
index 0000000000..d06351bc5c
--- /dev/null
+++ b/docs/guides/singlestore/autoscaler/compute/overview.md
@@ -0,0 +1,55 @@
+---
+title: SingleStore Compute Autoscaling Overview
+menu:
+ docs_{{ .version }}:
+ identifier: sdb-auto-scaling-overview
+ name: Overview
+ parent: sdb-compute-auto-scaling
+ weight: 10
+menu_name: docs_{{ .version }}
+section_menu_id: guides
+---
+
+> New to KubeDB? Please start [here](/docs/README.md).
+
+# SingleStore Compute Resource Autoscaling
+
+This guide will give an overview on how KubeDB Autoscaler operator autoscales the database compute resources i.e. cpu and memory using `singlestoreautoscaler` crd.
+
+## Before You Begin
+
+- You should be familiar with the following `KubeDB` concepts:
+ - [SingleStore](/docs/guides/singlestore/concepts/singlestore.md)
+ - [SingleStoreAutoscaler](/docs/guides/singlestore/concepts/autoscaler.md)
+ - [SingleStoreOpsRequest](/docs/guides/singlestore/concepts/opsrequest.md)
+
+## How Compute Autoscaling Works
+
+The following diagram shows how KubeDB Autoscaler operator autoscales the resources of `SingleStore` database components. Open the image in a new tab to see the enlarged version.
+
+
+
+The Auto Scaling process consists of the following steps:
+
+1. At first, a user creates a `SingleStore` Custom Resource Object (CRO).
+
+2. `KubeDB` Provisioner operator watches the `SingleStore` CRO.
+
+3. When the operator finds a `SingleStore` CRO, it creates required number of `PetSets` and related necessary stuff like secrets, services, etc.
+
+4. Then, in order to set up autoscaling of the various components (ie. Aggregator, Leaf, Standalone) of the `SingleStore` database the user creates a `SingleStoreAutoscaler` CRO with desired configuration.
+
+5. `KubeDB` Autoscaler operator watches the `SingleStoreAutoscaler` CRO.
+
+6. `KubeDB` Autoscaler operator generates recommendation using the modified version of kubernetes [official recommender](https://github.com/kubernetes/autoscaler/tree/master/vertical-pod-autoscaler/pkg/recommender) for different components of the database, as specified in the `SingleStoreAutoscaler` CRO.
+
+7. If the generated recommendation doesn't match the current resources of the database, then `KubeDB` Autoscaler operator creates a `SingleStoreOpsRequest` CRO to scale the database to match the recommendation generated.
+
+8. `KubeDB` Ops-manager operator watches the `SingleStoreOpsRequest` CRO.
+
+9. Then the `KubeDB` Ops-manager operator will scale the database component vertically as specified on the `SingleStoreOpsRequest` CRO.
+
+In the next docs, we are going to show a step by step guide on Autoscaling of various MongoDB database components using `SingleStoreAutoscaler` CRD.
\ No newline at end of file
diff --git a/docs/images/singlestore/compute-process.svg b/docs/images/singlestore/compute-process.svg
new file mode 100644
index 0000000000..a0f7d8300a
--- /dev/null
+++ b/docs/images/singlestore/compute-process.svg
@@ -0,0 +1,146 @@
+