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articles/digital-twins/reference-service-limits.md

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description: Chart showing the limits of the Azure Digital Twins service.
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author: baanders
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ms.author: baanders # Microsoft employees only
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ms.date: 09/02/2021
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ms.date: 02/08/2022
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ms.topic: article
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ms.service: digital-twins
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* **Use thresholds and notifications to warn about approaching limits.** Some of the service limits for Azure Digital Twins have corresponding [metrics](troubleshoot-metrics.md) that can be used to track usage in these areas. To configure thresholds and set up an alert on any metric when a threshold is approached, see the instructions in [Troubleshooting: Alerts](troubleshoot-alerts.md). To set up notifications for other limits where metrics aren't provided, consider implementing this logic in your own application code.
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* **Deploy at scale across multiple instances.** Avoid having a single point of failure. Instead of one large graph for your entire deployment, consider sectioning out subsets of twins logically (like by region or tenant) across multiple instances.
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>[!NOTE]
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>Azure Digital Twins will automatically scale resources to meet the rate limits described in this article. You may experience throttling before these limits are reached due to internal scaling to adapt to the incoming load. Internal scaling can take anywhere from 5 to 30 minutes, during which time your application may encounter 429 errors.
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## Next steps
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Learn more about the current release of Azure Digital Twins in the service overview:

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