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docs/cloud_autoscaling/autoscaling_overview.md
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@@ -84,7 +84,7 @@ If your code is saved in a private repository, you can add your Git credentials
cloud instances will be able to retrieve the code from your repos.
#### Cloud Storage Access
If your tasks need to access data stored in cloud storage , you can provide your cloud storage credentials, so the
If your tasks need to access data stored in cloud storage, you can provide your cloud storage credentials, so the
executed tasks will have access to your storage service.
#### Additional Configuration
@@ -95,7 +95,7 @@ Go to a specific app’s documentation page to view all configuration options
* [GCP Autoscaler](../webapp/applications/apps_gcp_autoscaler.md)
## Kubernetes
ClearML offers an option to install `clearml-agent` through a Helm chart.
You can install `clearml-agent` through a Helm chart.
The Clearml Agent deployment is set to service a queue(s). When tasks are added to the queues, the agent pulls the task
and creates a pod to execute the task. Kubernetes handles resource management. Your task pod will remain pending until