Abstract Recent development in Graphics Processing Units (GPUs) has enabled inexpensive
high performance computing for general-purpose applications. Compute
Unified Device Architecture (CUDA) programming model provides the programmers
adequate C language like APIs to better exploit the parallel power of the GPU. Data
mining is widely used and has significant applications in various domains.