Build a Large-Scale Data Migration Solution — System Design Interview Practice
Design a large-scale data migration solution that transfers on-premises databases and petabytes of files to the cloud with minimal downtime and data validation. Work through the requirements, architecture trade-offs, and an interactive design review.
Requirements and concepts to consider
- Migrate on-premises databases to cloudRequirement
- Transfer petabytes of file dataRequirement
- Minimize downtime during migrationRequirement
- Validate data integrityRequirement
- Track migration progressRequirement
- Handle heterogeneous databasesRequirement
- Replicate data continuouslyRequirement
- Optimize network bandwidth usageRequirement
- awsConcept to explore
- data migrationConcept to explore
- dmsConcept to explore
- snowballConcept to explore
- datasyncConcept to explore