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‎azure-sql/database/saas-tenancy-app-design-patterns.md‎

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#### Automation
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The management operations can be scripted and offered through a [devops](https://docs.microsoft.com/azure/devops/user-guide/what-is-azure-devops) model. The operations can even be automated and exposed in the application.
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The management operations can be scripted and offered through a [devops](/azure/devops/user-guide/what-is-azure-devops) model. The operations can even be automated and exposed in the application.
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For example, you could automate the recovery of a single tenant to an earlier point in time. The recovery only needs to restore the one single-tenant database that stores the tenant. This restore has no impact on other tenants, which confirms that management operations are at the finely granular level of each individual tenant.
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[image-mt-app-db-per-tenant-pool-153p]: media/saas-tenancy-app-design-patterns/saas-multi-tenant-app-database-per-tenant-pool-15.png "Design of multi-tenant app with database-per-tenant, using elastic pool."
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[image-mt-app-sharded-mt-db-174s]: media/saas-tenancy-app-design-patterns/saas-multi-tenant-app-sharded-multi-tenant-databases-17.png "Design of multi-tenant app with sharded multi-tenant databases."
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[image-mt-app-sharded-mt-db-174s]: media/saas-tenancy-app-design-patterns/saas-multi-tenant-app-sharded-multi-tenant-databases-17.png "Design of multi-tenant app with sharded multi-tenant databases."

‎azure-sql/database/security-baseline.md‎

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‎azure-sql/index.yml‎

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- text: High availability & disaster recovery
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url: virtual-machines/windows/business-continuity-high-availability-disaster-recovery-hadr-overview.md
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- text: Performance guidelines
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url: virtual-machines/windows/performance-guidelines-best-practices.md
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url: ./virtual-machines/windows/performance-guidelines-best-practices-checklist.md
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# Card
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- title: Migrate from SQL Server

‎azure-sql/managed-instance/machine-learning-services-differences.md‎

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# Key differences between Machine Learning Services in Azure SQL Managed Instance and SQL Server
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This article describes the few, key differences in functionality between [Machine Learning Services in Azure SQL Managed Instance](machine-learning-services-overview.md) and [SQL Server Machine Learning Services](https://docs.microsoft.com/sql/advanced-analytics/what-is-sql-server-machine-learning).
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This article describes the few, key differences in functionality between [Machine Learning Services in Azure SQL Managed Instance](machine-learning-services-overview.md) and [SQL Server Machine Learning Services](/sql/advanced-analytics/what-is-sql-server-machine-learning).
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## Language support
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For more information about managing Python and R packages, see:
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- [Get Python package information](https://docs.microsoft.com/sql/machine-learning/package-management/python-package-information?context=/azure/azure-sql/managed-instance/context/ml-context&view=azuresqldb-mi-current&preserve-view=true)
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- [Get R package information](https://docs.microsoft.com/sql/machine-learning/package-management/r-package-information?context=/azure/azure-sql/managed-instance/context/ml-context&view=azuresqldb-mi-current&preserve-view=true)
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- [Get Python package information](/sql/machine-learning/package-management/python-package-information?context=%2fazure%2fazure-sql%2fmanaged-instance%2fcontext%2fml-context&preserve-view=true&view=azuresqldb-mi-current)
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- [Get R package information](/sql/machine-learning/package-management/r-package-information?context=%2fazure%2fazure-sql%2fmanaged-instance%2fcontext%2fml-context&preserve-view=true&view=azuresqldb-mi-current)
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## Resource governance
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RECONFIGURE WITH OVERRIDE;
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```
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The total resources available to SQL Managed Instance depend on which service tier you choose. For more information, see [Azure SQL Database purchasing models](/azure/sql-database/sql-database-service-tiers).
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The total resources available to SQL Managed Instance depend on which service tier you choose. For more information, see [Azure SQL Database purchasing models](../database/purchasing-models.md).
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### Insufficient memory error
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- See the overview, [Machine Learning Services in Azure SQL Managed Instance](machine-learning-services-overview.md).
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- To learn how to use Python in Machine Learning Services, see [Run Python scripts](/sql/machine-learning/tutorials/quickstart-python-create-script?context=/azure/azure-sql/managed-instance/context/ml-context&view=azuresqldb-mi-current&preserve-view=true).
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- To learn how to use R in Machine Learning Services, see [Run R scripts](/sql/machine-learning/tutorials/quickstart-r-create-script?context=/azure/azure-sql/managed-instance/context/ml-context&view=azuresqldb-mi-current&preserve-view=true).
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- To learn how to use R in Machine Learning Services, see [Run R scripts](/sql/machine-learning/tutorials/quickstart-r-create-script?context=/azure/azure-sql/managed-instance/context/ml-context&view=azuresqldb-mi-current&preserve-view=true).

‎azure-sql/migration-guides/database/access-to-sql-database-guide.md‎

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In this guide, you learn [how to migrate](https://azure.microsoft.com/migration/migration-journey) your Microsoft Access database to an Azure SQL database by using [SQL Server Migration](https://azure.microsoft.com/en-us/migration/sql-server/) Assistant for Access (SSMA for Access).
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For other migration guides, see [Azure Database Migration Guide](https://docs.microsoft.com/data-migration).
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For other migration guides, see [Azure Database Migration Guide](/data-migration).
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## Prerequisites
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- To assess the application access layer, see [Data Access Migration Toolkit (preview)](https://marketplace.visualstudio.com/items?itemName=ms-databasemigration.data-access-migration-toolkit).
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- For information about how to perform Data Access Layer A/B testing, see [Overview of Database Experimentation Assistant](/sql/dea/database-experimentation-assistant-overview).
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- For information about how to perform Data Access Layer A/B testing, see [Overview of Database Experimentation Assistant](/sql/dea/database-experimentation-assistant-overview).

‎azure-sql/migration-guides/database/db2-to-sql-database-guide.md‎

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In this guide, you learn [how to migrate](https://azure.microsoft.com/migration/migration-journey) your IBM Db2 databases to Azure SQL Database, by using [SQL Server Migration](https://azure.microsoft.com/en-us/migration/sql-server/) Assistant for Db2.
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For other migration guides, see [Azure Database Migration Guides](https://docs.microsoft.com/data-migration).
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For other migration guides, see [Azure Database Migration Guides](/data-migration).
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## Prerequisites
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- [Cloud Migration Resources](https://azure.microsoft.com/migration/resources)
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- To assess the application access layer, see [Data Access Migration Toolkit](https://marketplace.visualstudio.com/items?itemName=ms-databasemigration.data-access-migration-toolkit).
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- For details on how to perform data access layer A/B testing, see [Database Experimentation Assistant](/sql/dea/database-experimentation-assistant-overview).
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- For details on how to perform data access layer A/B testing, see [Database Experimentation Assistant](/sql/dea/database-experimentation-assistant-overview).

‎azure-sql/migration-guides/database/mysql-to-sql-database-guide.md‎

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In this guide, you learn [how to migrate](https://azure.microsoft.com/migration/migration-journey) your MySQL database to an Azure SQL database by using [SQL Server Migration](https://azure.microsoft.com/en-us/migration/sql-server/) Assistant for MySQL (SSMA for MySQL).
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For other migration guides, see [Azure Database Migration Guide](https://docs.microsoft.com/data-migration).
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For other migration guides, see [Azure Database Migration Guide](/data-migration).
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## Prerequisites
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- For migration videos, see [Overview of the migration journey and recommended migration and assessment tools and services](https://azure.microsoft.com/resources/videos/overview-of-migration-and-recommended-tools-services/).
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- For more [cloud migration resources](https://azure.microsoft.com/migration/resources/), see [cloud migration solutions](https://azure.microsoft.com/migration).
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- For more [cloud migration resources](https://azure.microsoft.com/migration/resources/), see [cloud migration solutions](https://azure.microsoft.com/migration).

‎azure-sql/migration-guides/database/oracle-to-sql-database-guide.md‎

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In this guide, you learn [how to migrate](https://azure.microsoft.com/migration/migration-journey) your Oracle schemas to Azure SQL Database by using [SQL Server Migration](https://azure.microsoft.com/en-us/migration/sql-server/) Assistant for Oracle (SSMA for Oracle).
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For other migration guides, see [Azure Database Migration Guides](/data-migration).
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- For video content, see:
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- [Overview of the migration journey and the tools and services recommended for performing assessment and migration](https://azure.microsoft.com/resources/videos/overview-of-migration-and-recommended-tools-services/)

‎azure-sql/migration-guides/database/sap-ase-to-sql-database.md‎

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In this guide, you learn [how to migrate](https://azure.microsoft.com/migration/migration-journey) your SAP Adapter Server Enterprise (ASE) databases to an Azure SQL database by using [SQL Server Migration](https://azure.microsoft.com/en-us/migration/sql-server/) Assistant for SAP Adapter Server Enterprise.
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For other migration guides, see [Azure Database Migration Guide](/data-migration).
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- To assess the application access layer, see [Data Access Migration Toolkit (preview)](https://marketplace.visualstudio.com/items?itemName=ms-databasemigration.data-access-migration-toolkit).
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- For details on how to perform Data Access Layer A/B testing see [Database Experimentation Assistant](/sql/dea/database-experimentation-assistant-overview).
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- For details on how to perform Data Access Layer A/B testing see [Database Experimentation Assistant](/sql/dea/database-experimentation-assistant-overview).

‎azure-sql/migration-guides/database/sql-server-to-sql-database-guide.md‎

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For more migration information, see the [migration overview](sql-server-to-sql-database-overview.md). For other migration guides, see [Database Migration](/data-migration).
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:::image type="content" source="media/sql-server-to-database-overview/migration-process-flow-small.png" alt-text="Migration process flow":::
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- For details on how to perform Data Access Layer A/B testing see [Database Experimentation Assistant](/sql/dea/database-experimentation-assistant-overview).
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- For details on how to perform Data Access Layer A/B testing see [Database Experimentation Assistant](/sql/dea/database-experimentation-assistant-overview).

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