Enabling Big Data Initiatives with Data Migration Software
Data migration software can help you transfer and convert data between different types of servers, file formats, storage environments, and data architectures. Those who have looked into the question of what is data integration may know that data migration differs from integration in so far as data on the source system is often removed or decommissioned after the migration is completed. Common usage scenarios for data migration software include implementing major system upgrades, moving to a new analytics platform—for example, an Oracle to Hadoop data migration—transitioning to a cloud-based or hybrid architecture, consolidating data during mergers and acquisitions, and carrying out new business intelligence projects.
Perhaps the scenario for which data migration software is the most valuable is in undertaking larger scale initiatives. Instead of relying on time-consuming manual coding or complex ETL tools, your teams can leverage data migration software solutions that accelerate and simplify migration projects. Migrating large volumes and varieties of data from your existing data stores to Hadoop data lakes and other platforms purpose-built for big data analytics is challenging. By automating migration tasks, a database migration tool allows you to move data where and when you need it faster, easier, and with less risk and downtime.