Machine learning applications, especially deep neural networks (DNNs) have seen ubiquitous use in computer vision, speech recognition, and robotics. However, the growing complexity of DNN models have ...

In the cloud computing environment, concurrent training of multiple machine learning models will cause serious competition for shared cluster resources and affect the execution efficiency. Aiming at ...