Abstract: Distributed deep learning (DL) training constitutes a significant portion of workloads in modern data centers that are equipped with high computational capacities, such as GPU servers.

Alberta’s Auditor-General says the province’s reporting on how the health care system is performing is not credible and has worsened over time – an issue that needs to be corrected if Premier Danielle ...

Abstract: Distributed training of deep neural networks (DNNs) suffers from efficiency declines in dynamic heterogeneous environments, due to the resource wastage brought by the straggler problem in ...