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Update data-collection.md
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articles/azure-monitor/essentials/data-collection.md

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ms.date: 11/01/2023
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# Data collection in Azure Monitor
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# Data collection in Azure Monitor
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Azure Monitor has a [common data platform](../data-platform.md) that consolidates data from a variety of sources. Currently, different sources of data for Azure Monitor use different methods to deliver their data, and each typically require different types of configuration. Get a description of the most common data sources at [Sources of monitoring data for Azure Monitor](../data-sources.md).
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Azure Monitor is implementing a new [ETL](/azure/architecture/data-guide/relational-data/etl)-like data collection pipeline that improves on legacy data collection methods. This process uses a common data ingestion pipeline for all data sources and provides a standard method of configuration that's more manageable and scalable than current methods. Specific advantages of the new data collection include the following:
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The following sections describe the data collection scenarios that are currently supported using DCR and the new data ingestion pipeline.
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### Azure Monitor agent
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>[!IMPORTANT]
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>The Log Analytics agent is on a **deprecation path** and won't be supported after **August 31, 2024**. Any new data centers brought online after January 1 2024 will not support the Log Analytics agent. If you use the Log Analytics agent to ingest data to Azure Monitor, [migrate to the new Azure Monitor agent](../agents/azure-monitor-agent-migration.md) prior to that date.
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The diagram below shows data collection for the [Azure Monitor agent](../agents/azure-monitor-agent-overview.md) running on a virtual machine. In this scenario, the DCR specifies events and performance data to collect from the agent machine, a transformation to filter and modify the data after its collected, and a Log Analytics workspace to send the transformed data. To implement this scenario, you create an association between the DCR and the agent. One agent can be associated with multiple DCRs, and one DCR can be associated with multiple agents.
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:::image type="content" source="media/data-collection-transformations/transformation-azure-monitor-agent.png" lightbox="media/data-collection-transformations/transformation-azure-monitor-agent.png" alt-text="Diagram showing data collection for Azure Monitor agent." border="false":::

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