IBM Lift is a tool provided to migrate on-premise databases to IBM Cloud.
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Redgate Flyway
Score 7.2 out of 10
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Flyway, by Redgate, automates database deployments across teams and technologies. It is a database devops solution that is used to accelerate software delivery and ensure quality code.
IBM Lift is the most effective tool for migrating mass data from different on-premises applications into the cloud with high speed. I would recommend it since it offers two data migration options; Disk transfer service and cloud mass data migration, which all work perfectly well.
Database Migrations on Java-based solutions. It has one of the best integrations with it as a database migration tool, you can do it with the community edition (no pricing involved) and it works flawlessly with Maven and Gradle. It's not an expensive tool in order to use the next level of features and is worth the money. I would recommend reaching that edition level as the object mapping feature gets really handy. I would not recommend it for any Microsoft-based solution (.Net) as is not compatible at all based on my experience, this is a tool only worth it with Java applications.
Even though it can be hectic to migrate data into the cloud with IBM Lift, the support team is free and highly knowledgeable. Also, IBM Lift is well documented in detail explaining all methods to migrate data easily.
Before Implementing IBM Lift at SquareTrade, we were using AWS Database Migration Service, which was not only expensive but didn’t offer automatic rapid recovery from common issues during data migration.
The problem with a cloud-based tool for migration services is the cloud dependency. You are restricted to use the tool along the Cloud provider. Flyway gives you the freedom to use it in any scenario as long as you are working with a compatible database engine. Even if you are working on-premise and you don't have plans to move to a cloud architecture. Or even for sandbox development scenarios where you are a developer playing around with some project ideas. And you don't have to pay anything as long as you need advanced features, and not less importantly, you are using an open-source tool.