Seamless Data Migration Between Oracle and Microsoft SQL Server Using Oracle GoldenGate (On-Premises and OCI)

In today’s multi-database enterprise environments, data migration between heterogeneous systems like Oracle and Microsoft SQL Server (MSSQL) is a common requirement. Whether for modernization, consolidation, or cloud adoption, achieving minimal downtime and real-time replication is crucial. Oracle GoldenGate stands out as a powerful, real-time data replication and migration tool supporting heterogeneous databases and architectures, including on-premises and Oracle Cloud Infrastructure (OCI).

This blog walks you through how to use Oracle GoldenGate to migrate data between Oracle Database and MSSQL, both on-premises and on OCI, with best practices, architecture overview, and implementation steps.

Why Use Oracle GoldenGate for Oracle to MSSQL Migration?

Oracle GoldenGate offers:

• Real-time, low-latency replication

• Minimal impact on source systems

• Support for heterogeneous databases

• Scalable, high-performance architecture

• Built-in fault tolerance and checkpointing

It enables businesses to keep applications online during the migration process, minimizing downtime and data loss.

Architecture Overview

Oracle GoldenGate's architecture for Oracle-to-MSSQL replication includes:

• Extract Process: Captures committed changes from Oracle redo/archived logs.

• Trail Files: Intermediate files storing changes in a platform-independent format.

• Data Pump (optional): Transmits trail files to remote GoldenGate instances.

• Replicat Process: Applies data changes to the target MSSQL database.

When deployed on OCI, GoldenGate can leverage Oracle GoldenGate Cloud Service, offering a fully managed platform with elastic scalability, built-in monitoring, and OCI-native integration.

Deployment Scenarios

1. On-Prem to On-Prem

2. On-Prem to OCI

3. OCI to On-Prem

4. OCI to OCI (Cloud-to-Cloud)

Each scenario follows similar principles but differs in network configuration and provisioning.

Step-by-Step Migration Process

1. Prerequisites

• Oracle Database (source) with archive logging enabled

• MSSQL Server (target) configured and reachable

• GoldenGate software installed on both ends

• Network connectivity between source and target

• Required ports open (default: 7809, etc.)

• User accounts with appropriate privileges

  
  

2. Configure Oracle Extract

ADD EXTRACT extora, TRANLOG, BEGIN NOW

ADD EXTTRAIL ./dirdat/oe, EXTRACT extora

TABLE HR.EMPLOYEES;

• Extracts changes from redo logs

• Creates trail files for data transfer

3. Configure MSSQL Replicat

ADD REPLICAT repmss, TARGETDB mssqldb, USERID sqluser, PASSWORD sqlpass MAP HR.EMPLOYEES, TARGET dbo.EMPLOYEES;

• Maps source Oracle tables to target MSSQL tables

• Ensures format conversion as needed

  
  

4. Initial Load

You can use Oracle Data Pump or GoldenGate Initial Load Utility for bulk data:

GGSCI> ADD EXTRACT initload, SOURCEISTABLE

Or use Oracle Data Pump export/import for one-time load before starting GoldenGate replication.

5. Configure Data Pump (Optional)

ADD EXTRACT pumpora, EXTTRAIL ./dirdat/pe ADD RMTTRAIL ./dirdat/pe, EXTRACT pumpora

• Improves performance and separation of duties

• Useful for WAN-based (on-prem to OCI) replication

  
  

GoldenGate on Oracle Cloud Infrastructure (OCI)

GoldenGate Cloud Service simplifies deployment:

• Fully managed, with high availability

• Integrated with OCI monitoring, logging, and IAM

• Supports heterogeneous replication

Steps include:

1. Provision GoldenGate deployment from OCI Console

2. Configure source/target connections (Oracle and MSSQL)

3. Define Extract, Replicat, and Mappings using UI or Admin CLI

   
   

Security & Best Practices

• Use SSL/TLS for network connections

• Follow least privilege principle for database users

• Regularly monitor lag and latency

• Implement error handling and retry logic

Challenges and Considerations

• Schema differences between Oracle and MSSQL

• Data type conversion (e.g., DATE vs. DATETIME)

• Constraint handling and replication order

• Character set compatibility

Thorough pre-migration assessment and testing help address these.

Conclusion

Oracle GoldenGate offers a robust, real-time, and low-downtime method to migrate data from Oracle to MSSQL — whether hosted on-premises or on Oracle Cloud Infrastructure. Its heterogeneous capabilities, performance, and automation options make it a go-to choice for complex enterprise migrations.

By leveraging GoldenGate effectively, organizations can ensure business continuity, data consistency, and a smooth transition to a modern, cloud-ready data architecture.