The invention provides a vacant position intelligent recommendation method based on GPU (
graphics processing unit) acceleration. The vacant position intelligent recommendation method is applied in a recommendation engine on a recruitment website. With the adoption of the vacant position intelligent recommendation method, registration information and visit information of an applicant are expressed into
matrix form suitable for being processed by the GPU; and with the adoption of strong
processing ability of the GPU and a computing mode of remedying shortage of the GPU property by
high bandwidth, thousands of GPU threads are subjected to
concurrent computing. With the adoption of the vacant position intelligent recommendation method, the level of similarity between two applicants is calculated based on an
Euclidean distance formula, then the appropriate level of all vacant positions corresponding to the applicant is predicated intelligently according to the attribute information of the applicant, and finally the most suitable vacant position is recommended to the applicant. The expensive traditional
computer cluster technology is not used when
mass data are processed but a GPU technique with high
cost performance is used, so that the ultimate aims of high performance, low
energy consumption and low cost are realized.