2 papers
cs.CR2026
Privatar: Scalable Privacy-preserving Multi-user VR via Secure Offloading
Jianming Tong, Hanshen Xiao, Krishna Kumar Nair +5
Multi-user virtual reality enables immersive interaction. However, rendering avatars for numerous participants on each headset incurs prohibitive computational overhead, limiting s…
cs.AR2024
PIFS-Rec: Process-In-Fabric-Switch for Large-Scale Recommendation System Inferences
Pingyi Huo, Anusha Devulapally, Hasan Al Maruf +6
Deep Learning Recommendation Models (DLRMs) have become increasingly popular and prevalent in today's datacenters, consuming most of the AI inference cycles. The performance of DLR…