Technologies for monitoring network traffic include a computing device that monitors network traffic at a graphics processing unit (GPU) of the computing device. The computing device manages computing resources of the computing device based on results of the monitored network traffic. The computing resources may include one or more virtual machines to process network traffic that is to be monitored at the GPU of the computing device. Other embodiments are described and claimed.