Embracing Heterogeneity in Modern GPUs

Xulong Tang
Graphics Processing Units is one of the most widely adopted parallel computing engines for modern applications. However, due to the “memory wall”, the scaling of GPUs is lagging behind the ever-growing complexity of application algorithms and ever-increasing data volume of inputs. Near-data computing (NDC) is a widely-acknowledged computing paradigm that alleviates the memory wall problem by offloading computation to data instead of conventional fetching data to computation. While the NDC GPU architectures have been proposed...
This data repository is not currently reporting usage information. For information on how your repository can submit usage information, please see our documentation.