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@ -18,7 +18,7 @@ Applications are installed on top of the ClearML Server and are provided by the
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- `upload_apps.py`
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- `upload_apps.py`
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- API credentials (`<ACCESS_KEY>` and `<SECRET_KEY>`) generated via
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- API credentials (`<ACCESS_KEY>` and `<SECRET_KEY>`) generated via
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the ClearML UI (**Settings > Workspace > API Credentials > Create new credentials**). Make sure these credentials
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the ClearML UI (**Settings > Workspace > API Credentials > Create new credentials**). Make sure these credentials
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belong to an admin user or a service user with admin privilegesFor more information, see [ClearML API Credentials](../../../webapp/settings/webapp_settings_profile.md#clearml-api-credentials).
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belong to an admin user or a service user with admin privileges. For more information, see [ClearML API Credentials](../../../webapp/settings/webapp_settings_profile.md#clearml-api-credentials).
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## Installation
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## Installation
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@ -248,14 +248,14 @@ The following monitoring is recommended:
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#### CPU
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#### CPU
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CPU usage varies depending on system usage. We recommend to monitor CPU usage and to alert when the usage is higher
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CPU usage varies depending on system usage. We recommend monitoring CPU usage and alerting when the usage is higher
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than normal. Recommended starting alerts would be 5-minute CPU load
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than normal. Recommended starting alerts would be 5-minute CPU load
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level of 5 and 10, and adjusting according to performance.
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level of 5 and 10, and adjusting according to performance.
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#### RAM
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#### RAM
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Available memory usage also varies depending on system usage. Due to spikes in usage when performing certain tasks, 6-8 GB
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Available memory usage also varies depending on system usage. Due to spikes in usage when performing certain tasks, 6-8 GB
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of available RAM is recommended as the standard baseline. Some use cases may require more. Thus, we recommend to have 8 GB
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of available RAM is recommended as the standard baseline. Some use cases may require more. Thus, we recommend having 8 GB
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of available memory on top of the regular system usage. Alert levels should alert if the available memory is below normal.
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of available memory on top of the regular system usage. Alert levels should alert if the available memory is below normal.
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##### Disk Usage
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##### Disk Usage
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@ -240,14 +240,14 @@ deletion beyond the company's required retention period.
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#### CPU
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#### CPU
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CPU usage varies depending on system usage. We recommend to monitor CPU usage and to alert when the usage is higher
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CPU usage varies depending on system usage. We recommend monitoring CPU usage and alerting when the usage is higher
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than normal. Recommended starting alerts would be 5-minute CPU load
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than normal. Recommended starting alerts would be 5-minute CPU load
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level of 5 and 10, and adjusting according to performance.
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level of 5 and 10, and adjusting according to performance.
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#### RAM
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#### RAM
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Available memory usage also varies depending on system usage. Due to spikes in usage when performing certain tasks, 6-8 GB
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Available memory usage also varies depending on system usage. Due to spikes in usage when performing certain tasks, 6-8 GB
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of available RAM is recommended as the standard baseline. Some use cases may require more. Thus, we recommend to have 8 GB
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of available RAM is recommended as the standard baseline. Some use cases may require more. Thus, we recommend having 8 GB
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of available memory on top of the regular system usage. Alert levels should alert if the available memory is below normal.
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of available memory on top of the regular system usage. Alert levels should alert if the available memory is below normal.
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#### Disk Usage
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#### Disk Usage
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