Merge pull request #23 from ingonyama-zk/update-zkcontainer

update zkcontainer

docs/ZKContainers.md

@@ -0,0 +1,12 @@
+# ZKContainer
+
+We found that developing ZK provers with ICICLE gives developers the ability to scale ZK provers across many machines and many GPUs. To make this possible we developed the ZKContainer.
+
+## What is a ZKContainer?
+
+A ZKContainer is an standardized, optimized and secure docker container that we configured with ICICLE applications in mind. A developer using our ZKContainer can deploy an ICICLE application on a single machine or on a thousand GPU machines in a data center with minimal concerns regarding compatibility.
+
+ZKContainer has been used by Ingonyama clients to achieve scalability across large data centers.
+We suggest you read our [article](https://medium.com/@ingonyama/product-announcement-zk-containers-0e2a1f2d0a2b) regarding ZKContainer to understand the benefits of using them.
+
+![ZKContainer inside a ZK data center](../static/img/architecture-zkcontainer.png)

docs/icicle/introduction.md

@@ -48,7 +48,7 @@ This guide assumes that you have a Linux or Windows machine with a Nvidia GPU in
 - [NVIDIA Container Toolkit](https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/latest/index.html)
 
 
-If you don't wish to install these prerequisites you can follow this tutorial using a [ZK-Container](https://github.com/ingonyama-zk/icicle/blob/main/Dockerfile) (docker container). To learn more about using ZK-Containers [read this](../zk-containers.md).
+If you don't wish to install these prerequisites you can follow this tutorial using a [ZK-Container](https://github.com/ingonyama-zk/icicle/blob/main/Dockerfile) (docker container). To learn more about using ZK-Containers [read this](../ZKContainers.md).
 
 ### Setting up ICICLE and running tests
 

sidebars.js

@@ -44,7 +44,7 @@ module.exports = {
     {
       type: "doc",
       label: "ZK Containers",
-      id: "zk-containers",
+      id: "ZKContainers",
     },
     {
       type: "doc",