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Services and tools available for data migration scenarios

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This article provides a matrix of the Microsoft and third-party services and tools available to assist you with various database and data migration scenarios and specialty tasks.

The following tables identify the services and tools you can use to plan for data migration and complete its various phases successfully.

Note

In the following tables, items marked with an asterisk (*) represent third-party tools.

Business justification phase

Source Target Discover /
Inventory		 Target and SKU
recommendation		 TCO/ROI and
Business case
SQL Server Azure SQL DB MAP Toolkit
Azure Migrate
Cloudamize*		 Azure SQL Migration extension
DMA
Cloud Atlas*
Cloudamize*		 TCO Calculator
SQL Server Azure SQL MI MAP Toolkit
Azure Migrate
Cloudamize*		 Azure SQL Migration extension
DMA
Cloud Atlas*
Cloudamize*		 TCO Calculator
SQL Server Azure SQL VM MAP Toolkit
Azure Migrate
Cloudamize*		 Azure SQL Migration extension
DMA
Cloud Atlas*
Cloudamize*		 TCO Calculator
SQL Server Azure Synapse Analytics MAP Toolkit
Azure Migrate
Cloudamize*		 TCO Calculator
Amazon RDS for SQL Server Azure SQL DB, MI, VM Azure SQL Migration extension
DMA		 TCO Calculator
Oracle Azure SQL DB, MI, VM MAP Toolkit
Azure Migrate		 SSMA
MigVisor*
Oracle Azure Synapse Analytics MAP Toolkit
Azure Migrate		 SSMA
Oracle Azure DB for PostgreSQL -
Single server		 MAP Toolkit
Azure Migrate
MongoDB Azure Cosmos DB Cloudamize* Cloudamize*
Cassandra Azure Cosmos DB
MySQL Azure SQL DB, MI, VM Azure Migrate SSMA
Cloud Atlas*		 TCO Calculator
MySQL Azure DB for MySQL Azure Migrate TCO Calculator
Amazon RDS for MySQL Azure DB for MySQL TCO Calculator
PostgreSQL Azure DB for PostgreSQL -
Single server		 Azure Migrate TCO Calculator
Amazon RDS for PostgreSQL Azure DB for PostgreSQL -
Single server		 TCO Calculator
DB2 Azure SQL DB, MI, VM Azure Migrate SSMA
Access Azure SQL DB, MI, VM Azure Migrate SSMA
Sybase - SAP ASE Azure SQL DB, MI, VM Azure Migrate SSMA
Sybase - SAP IQ Azure SQL DB, MI, VM

Pre-migration phase

Source Target App Data Access
Layer Assessment		 Database
Assessment		 Performance
Assessment
SQL Server Azure SQL DB DAMT / DMA Azure SQL Migration extension
DMA
Cloud Atlas*
Cloudamize*		 DEA
Cloudamize*
SQL Server Azure SQL MI DAMT / DMA Azure SQL Migration extension
DMA
Cloud Atlas*
Cloudamize*		 DEA
Cloudamize*
SQL Server Azure SQL VM DAMT / DMA Azure SQL Migration extension
DMA
Cloud Atlas*
Cloudamize*		 DEA
Cloudamize*
SQL Server Azure Synapse Analytics DAMT
Amazon RDS for SQL Azure SQL DB, MI, VM DAMT / DMA Azure SQL Migration extension
DMA		 DEA
Oracle Azure SQL DB, MI, VM DAMT / SSMA SSMA
Oracle Azure Synapse Analytics DAMT / SSMA SSMA
Oracle Azure DB for PostgreSQL -
Single server		 Ora2Pg*
Oracle Azure DB for PostgreSQL -
Flexible server		 Ora2Pg*
MongoDB Azure Cosmos DB Cloudamize* Cloudamize*
Cassandra Azure Cosmos DB
MySQL Azure SQL DB, MI, VM DAMT / SSMA SSMA
Cloud Atlas*
MySQL Azure DB for MySQL
Amazon RDS for MySQL Azure DB for MySQL
PostgreSQL Azure DB for PostgreSQL -
Single server
PostgreSQL Azure DB for PostgreSQL -
Flexible server
Amazon RDS for PostgreSQL Azure DB for PostgreSQL -
Single server
DB2 Azure SQL DB, MI, VM DAMT / SSMA SSMA
Access Azure SQL DB, MI, VM SSMA
Sybase - SAP ASE Azure SQL DB, MI, VM DAMT / SSMA SSMA
Sybase - SAP IQ Azure SQL DB, MI, VM

Migration phase

Source Target Schema Data
(Offline)		 Data
(Online)
SQL Server Azure SQL DB SQL Database Projects extension
DMA
Cloudamize*		 Azure SQL Migration extension
DMA
Cloudamize*		 Cloudamize*
Qlik*
Striim*
SQL Server Azure SQL MI Azure SQL Migration extension
Cloudamize*		 Azure SQL Migration extension
Cloudamize*		 Azure SQL Migration extension
Cloudamize*
Qlik*
Striim*
SQL Server Azure SQL VM Azure SQL Migration extension
DMA
Cloudamize*		 Azure SQL Migration extension
DMA
Cloudamize*		 Azure SQL Migration extension
Cloudamize*
Qlik*
Striim*
SQL Server Azure Synapse Analytics
Amazon RDS for SQL Server Azure SQL DB SQL Database Projects extension
DMA		 Azure SQL Migration extension
DMA		 Qlik*
Striim*
Amazon RDS for SQL Azure SQL MI Azure SQL Migration extension Azure SQL Migration extension Azure SQL Migration extension
Qlik*
Striim*
Amazon RDS for SQL Server Azure SQL VM Azure SQL Migration extension
DMA		 Azure SQL Migration extension
DMA		 Azure SQL Migration extension
Qlik*
Striim*
Oracle Azure SQL DB, MI, VM SSMA
SharePlex*
Ispirer*		 SSMA
SharePlex*
Ispirer*		 SharePlex*
Qlik*
Striim*
Oracle Azure Synapse Analytics SSMA
Ispirer*		 SSMA
Ispirer*		 SharePlex*
Qlik*
Striim*
Oracle Azure DB for PostgreSQL -
Single server		 Ora2Pg*
Ispirer*		 Ora2Pg*
Ispirer*
Striim*
Oracle Azure DB for PostgreSQL -
Flexible server		 Ora2Pg*
Ispirer*		 Ora2Pg*
Ispirer*
Striim*
MongoDB Azure Cosmos DB DMS
Cloudamize*
Imanis Data*		 DMS
Cloudamize*
Imanis Data*		 DMS
Cloudamize*
Imanis Data*
Striim*
Cassandra Azure Cosmos DB Imanis Data* Imanis Data* Imanis Data*
MySQL Azure SQL DB, MI, VM SSMA
Ispirer*		 SSMA
Ispirer*		 Qlik*
Striim*
MySQL Azure DB for MySQL MySQL dump* DMS MyDumper/MyLoader* with data-in replication
Qlik*
Striim*
Amazon RDS for MySQL Azure DB for MySQL MySQL dump* DMS MyDumper/MyLoader* with data-in replication
Qlik*
Striim*
PostgreSQL Azure DB for PostgreSQL -
Single server		 PG dump* PG dump* DMS
Qlik*
Striim*
Amazon RDS for PostgreSQL Azure DB for PostgreSQL -
Single server		 PG dump* PG dump* DMS
Qlik*
Striim*
DB2 Azure SQL DB, MI, VM SSMA
Ispirer*		 SSMA
Ispirer*		 Qlik*
Striim*
Access Azure SQL DB, MI, VM SSMA SSMA SSMA
Sybase - SAP ASE Azure SQL DB, MI, VM SSMA
Ispirer*		 SSMA
Ispirer*		 Qlik*
Striim*
Sybase - SAP IQ Azure SQL DB, MI, VM Ispirer* Ispirer*

Post-migration phase

Source Target Optimize
SQL Server Azure SQL DB Cloud Atlas*
Cloudamize*
SQL Server Azure SQL MI Cloud Atlas*
Cloudamize*
SQL Server Azure SQL VM Cloud Atlas*
Cloudamize*
SQL Server Azure Synapse Analytics
RDS SQL Azure SQL DB, MI, VM
Oracle Azure SQL DB, MI, VM
Oracle Azure Synapse Analytics
Oracle Azure DB for PostgreSQL -
Single server
MongoDB Azure Cosmos DB Cloudamize*
Cassandra Azure Cosmos DB
MySQL Azure SQL DB, MI, VM
MySQL Azure DB for MySQL
Amazon RDS for MySQL Azure DB for MySQL
PostgreSQL Azure DB for PostgreSQL -
Single server
PostgreSQL Azure DB for PostgreSQL -
Flexible server
Amazon RDS for PostgreSQL Azure DB for PostgreSQL -
Single server
DB2 Azure SQL DB, MI, VM
Access Azure SQL DB, MI, VM
Sybase - SAP ASE Azure SQL DB, MI, VM
Sybase - SAP IQ Azure SQL DB, MI, VM

Next steps

For an overview of the Azure Database Migration Service, see the article What is the Azure Database Migration Service.