How TileDB scales federated queries with BeginNGS

Federated queries are playing a pivotal role in the BeginNGS initiative, which aims to screen newborns globally for rare genetic disorders by enabling rapid diagnosis through efficient data sharing while respecting data sovereignty and patient privacy. These queries facilitate real-time querying across distributed datasets without transferring sensitive patient information, thus overcoming data sovereignty challenges and maintaining privacy. TileDB's federated query technology supports this mission by allowing institutions to compare genetic information securely, using pre-defined user-defined functions (UDFs) to execute real-time genomic queries across multiple institutions, which significantly reduces costs and processing times. The initiative highlights the importance of federated systems in revolutionizing the diagnosis and treatment of rare diseases in newborns, providing real-world examples of improved efficiency and cost-effectiveness. The upcoming TileDB Carrara platform aims to further simplify data management for researchers by offering secure workspaces and integrated user interfaces, enhancing user-friendliness without compromising on performance.