Data Visualization

GPU-Accelerated Relational Queries: Moving the Database to the Browser

Server round-trips add 50 to 300 ms per dashboard interaction. Our Adaptive WebGPU Data Query Engine compiles structured queries into execution plans where each operator is routed to one of three execution tiers (CPU main thread, Web Worker thread pool, or WebGPU compute pipeline) based on a 6-factor dispatch scoring function.