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Data Migration: Complexities, Challenges and Solutions
Data Migration: Complexities, Challenges and Solutions

October 17, 2024

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Data migration is the intricate process of transferring data from one system to another. Given the changes in database applications and storage modes over the years, especially in legacy systems, this task can be quite challenging. This is why a well-developed data migration strategy is essential for successful project delivery.

Let's dive into some of the major hurdles you might face in data migration planning and how to overcome them.

Key Challenges in Data Migration Planning

1. Complex Workflows: Data migration often involves intricate workflows, job and data flows. Managing these complexities requires careful planning and coordination.

2. Data Redundancy: Over the years, data can become redundant, especially if proper quality checks have not been enforced. This redundancy can complicate the migration process.

3. Multiple Processing Points: Data processing can occur in various places, such as ETL processes, stored procedures, views, and scripts. Keeping track of all these processing points can be daunting.

4. Limited Documentation: Often, there is insufficient documentation about the current systems. This lack of information can lead to unknown job dependencies and table associations, making the migration process messy and unpredictable.

5. Incomplete Data Lineage: Understanding the complete lineage of data, including its source and transformations, is critical. Incomplete inventories of artifacts and their respective ETLs can lead to gaps in the migration strategy.

CSM Tech

These challenges highlight the potential gaps that can arise when relying solely on manual methodologies, even with the help of cloud experts and engineers. Such gaps can result in exceeding budget and timelines in data migration projects.

Our Solution: CSM Tech’s Data Migration Services

At CSM Tech, we address these challenges head-on with our data warehouse assessments. We help build a comprehensive understanding of your current data warehouse platform. Our team provides detailed insights into access and query patterns, user behavior, data lineage, change management, and more. These insights streamline the data migration process significantly.

Our team of experts deliver a recommended data migration plan that estimates costs and resources accurately while aligning with your business requirements. This approach ensures a seamless transition along with eliminating business risks.

In conclusion, data migration is indeed a complex process, but at CSM Tech, we simplify cloud migration, significantly reducing associated risks and ensuring a successful transition.

Let's make your data migration journey seamless and efficient.

 

The article was first published on CSM Blog Named: Data Migration: Complexities, Challenges and Solutions


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