The terms overlap heavily in vendor marketing. Data virtualization is the broader concept, covering read and write abstraction across sources along with a unified schema layer. Federated search is primarily a read and query pattern focused on dispatching sub-queries and merging results. In practice, engines such as Trino and Dremio appear under both labels depending on the context.