26 citations · 43 across the 3 of their papers we have counts for
3 papers · 1 filter
An Intelligent Framework for Oversubscription Management in CPU-GPU Unified Memory
Xinjian Long, Xiangyang Gong, Huiyang Zhou
This paper proposes a novel intelligent framework for oversubscription management in CPU-GPU UVM. We analyze the current rule-based methods of GPU memory oversubscription with unif…
Deep Learning based Data Prefetching in CPU-GPU Unified Virtual Memory
Xinjian Long, Xiangyang Gong, Huiyang Zhou
Unified Virtual Memory (UVM) relieves the developers from the onus of maintaining complex data structures and explicit data migration by enabling on-demand data movement between CP…
MGSim + MGMark: A Framework for Multi-GPU System Research
Yifan Sun, Trinayan Baruah, Saiful A. Mojumder +10
The rapidly growing popularity and scale of data-parallel workloads demand a corresponding increase in raw computational power of GPUs (Graphics Processing Units). As single-GPU sy…