A Generative AI Assistant to Accelerate Cloud Migration
This addresses the challenge of cloud migration for users, particularly inexperienced ones, though it appears incremental as it applies existing generative AI methods to a specific domain.
The paper tackles the problem of accelerating cloud migration by developing a generative AI tool that outputs migration strategies and architecture diagrams based on user input, with a user study indicating it helps inexperienced users find appropriate migration profiles.
We present a tool that leverages generative AI to accelerate the migration of on-premises applications to the cloud. The Cloud Migration LLM accepts input from the user specifying the parameters of their migration, and outputs a migration strategy with an architecture diagram. A user study suggests that the migration LLM can assist inexperienced users in finding the right cloud migration profile, while avoiding complexities of a manual approach.