3 papers
cs.DC2026
Dual-pronged deep learning preprocessing on heterogeneous platforms with CPU, Accelerator and CSD
Jia Wei, Xingjun Zhang, Witold Pedrycz +2
For image-related deep learning tasks, the first step often involves reading data from external storage and performing preprocessing on the CPU. As accelerator speed increases and…
cs.OS2025
Taiji: A DPU Memory Elasticity Solution for In-production Cloud Environments
Hao Zheng, Longxiang Wang, Yun Xu +22
The growth of cloud computing drives data centers toward higher density and efficiency. Data processing units (DPUs) enhance server network and storage performance but face challen…
cs.OS2025
Vmem: A Lightweight Hot-Upgradable Memory Management for In-production Cloud Environment
Hao Zheng, Qiang Wang, Longxiang Wang +16
Traditional memory management suffers from metadata overhead, architectural complexity, and stability degradation, problems intensified in cloud environments. Existing software/har…