R. Munugala

RT-HiSS: Ray Tracing Accelerated High Dimensional Vector Similarity Searches

Recent GPU generations include special-purpose ray tracing (RT) cores for graphics applications. While RT cores are primarily used for rendering, recent works show they can be leveraged for general-purpose tasks, including similarity searches. However, existing approaches do not support datasets exceeding three dimensi...