Add "Monitoring Project Progress" overview

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revital 2025-02-24 10:48:48 +02:00
parent 81bbf445df
commit 550ebfe6d5
2 changed files with 29 additions and 20 deletions

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title: Monitoring Project Progress
---
The ClearML Project Dashboard provides a centralized view of project progress, task statuses, resource usage, and key
performance metrics. It helps teams monitor project health at a glance, ensuring efficient execution and management of ML workflows.
ClearML provides a comprehensive set of monitoring tools to help effectively track and manage machine learning projects.
These tools offer both high-level overviews and detailed insights into task execution, resource
utilization, and project performance.
Why Use the Project Dashboard?
## Offerings
Comprehensive Project Insights
### Project Dashboard
The dashboard aggregates critical information, allowing users to:
:::info Pro Plan Offering
The Project Dashboard app is available under the ClearML Pro plan.
:::
Track task statuses and trends over time.
The [**Project Dashboard**](../webapp/applications/apps_dashboard.md) UI application provides a centralized
view of project progress, task statuses, resource usage, and key performance metrics. It offers:
* Comprehensive insights:
* Track task statuses and trends over time.
* Monitor GPU utilization and worker activity.
* Analyze performance metrics.
* Proactive alerts - By integrating with Slack, the Dashboard can notify teams of task failures
and completions.
Monitor GPU utilization and worker activity.
For more information, see [Project Dashboard](../webapp/applications/apps_dashboard.md).
Analyze key performance metrics for a project or workspace.
![Project Dashboard](../img/apps_dashboard.png#light-mode-only)
![Project Dashboard](../img/apps_dashboard_dark.png#dark-mode-only)
Proactive Monitoring and Alerts
### Project Overview
By integrating with Slack, the Project Dashboard can notify teams of task failures and completions, reducing response times and improving operational efficiency.
A project's **OVERVIEW** tab in the UI presents a general picture of a project:
* Metric Snapshot A graphical representation of selected metric values across project tasks, offering a quick assessment of progress.
* Task Status Tracking When a single metric variant is selected for the snapshot, task status is color-coded (e.g.,
Completed, Aborted, Published, Failed) for better visibility.
Configurable Monitoring
Use the Metric Snapshot to track project progress and identify trends in task performance.
Users can customize the dashboard to monitor:
For more information, see [Project Overview](../webapp/webapp_project_overview.md).
A specific project, including its subprojects.
The entire workspace for a holistic view.
A chosen metric, tracking its highest or lowest values over time.
![Project Overview](../img/webapp_project_overview.png#light-mode-only)
![Project Overview](../img/webapp_project_overview_dark.png#dark-mode-only)

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@ -99,9 +99,7 @@ module.exports = {
{type: 'ref', id: 'webapp/applications/apps_task_scheduler'},
{type: 'ref', id: 'webapp/applications/apps_trigger_manager'},
]},
{"Monitoring Project Progress": [
{type: 'ref', id: 'webapp/applications/apps_dashboard'},
]},
'getting_started/project_progress',
],
integrationsSidebar: [
{