2 papers
cs.LG2019
In-Place Zero-Space Memory Protection for CNN
Hui Guan, Lin Ning, Zhen Lin +3
Convolutional Neural Networks (CNN) are being actively explored for safety-critical applications such as autonomous vehicles and aerospace, where it is essential to ensure the reli…
cs.DC2019
Exploring Memory Persistency Models for GPUs
Zhen Lin, Mohammad Alshboul, Yan Solihin +1
Given its high integration density, high speed, byte addressability, and low standby power, non-volatile or persistent memory is expected to supplement/replace DRAM as main memory.…