3 papers
cs.AR2025
CaMDN: Enhancing Cache Efficiency for Multi-tenant DNNs on Integrated NPUs
Tianhao Cai, Liang Wang, Limin Xiao +4
With the rapid development of DNN applications, multi-tenant execution, where multiple DNNs are co-located on a single SoC, is becoming a prevailing trend. Although many methods ar…
cs.AI2023
Securing IoT Communication using Physical Sensor Data -- Graph Layer Security with Federated Multi-Agent Deep Reinforcement Learning
Liang Wang, Zhuangkun Wei, Weisi Guo
Internet-of-Things (IoT) devices are often used to transmit physical sensor data over digital wireless channels. Traditional Physical Layer Security (PLS)-based cryptography approa…
cs.AR2023
ATA-Cache: Contention Mitigation for GPU Shared L1 Cache with Aggregated Tag Array
Xiangrong Xu, Liang Wang, Limin Xiao +4
GPU shared L1 cache is a promising architecture while still suffering from high resource contentions. We present a GPU shared L1 cache architecture with an aggregated tag array tha…