Accelerating Recommender Systems using GPUs

André Valente Rodrigues, Alípio Jorge, Inês Dutra

We describe GPU implementations of the matrix recommender algorithms CCD++ and ALS. We compare the processing time and predictive ability of the GPU implementations with existing m…