Here is a summary of the provided text in one paragraph: Transitioning from traditional centralized systems to distributed architectures has become a critical strategic move for businesses as they increasingly demand scalability, resilience, and flexibility. Distributed architectures offer unparalleled advantages, including handling massive workloads, ensuring high availability, and supporting seamless global operations. However, making this transition requires thoughtful planning, robust strategies, and a deep understanding of how to adapt existing systems for a distributed model. The article explores four migration approaches: rehosting, replatforming, refactoring, and rewriting, each with its own benefits and challenges. Replatforming offers a balance between modernization efforts and a manageable migration scope, while refactoring optimizes systems to better utilize distributed features. Rewriting ensures full compatibility with distributed databases, designing systems for high performance, fault tolerance, and global distribution. Each approach has its own advantages and disadvantages, and selecting the right one depends on various factors such as system complexity, data volume, organizational priorities, and cost considerations. The article also discusses tools like automation suites, data migration tools, schema conversion tools, orchestration and deployment tools, monitoring and observability tools, and methodologies and frameworks that facilitate seamless migration to distributed architectures.