add architecture (#3192)

* add architecture

Signed-off-by: juliusvonkohout <45896133+juliusvonkohout@users.noreply.github.com>

* add architecture

Signed-off-by: juliusvonkohout <45896133+juliusvonkohout@users.noreply.github.com>

* add architecture

Signed-off-by: juliusvonkohout <45896133+juliusvonkohout@users.noreply.github.com>

---------

Signed-off-by: juliusvonkohout <45896133+juliusvonkohout@users.noreply.github.com>

Author: juliusvonkohout

README.md

@@ -25,7 +25,7 @@ You can also install the master branch of [`kubeflow/manifests`](https://github.
 - [Release Process](#release-process)
 - [Security](#security)
 - [Pre-commit Hooks](#pre-commit-hooks)
-- [Resource Usage by components](#resource-usage-by-components)
+- [Architecture](#architecture)
 - [Frequently Asked Questions](#frequently-asked-questions)
 
 <!-- tocstop -->
@@ -704,6 +704,11 @@ The hooks will run automatically on `git commit`. You can also run them manually
 pre-commit run
 ```
 
+## Architecture
+
+![Kubeflow Architecture](architecture.svg)
+
+
 ## Frequently Asked Questions
 
 - **Q:** What versions of Istio, Knative, Cert-Manager, Argo, ... are compatible with Kubeflow?