7 citations · 9 across the 8 of their papers we have counts for
4 papers · 1 filter
PIM-FW: Hardware-Software Co-Design of All-pairs Shortest Paths in DRAM
Tsung-Han Lu, Zheyu Li, Minxuan Zhou +1
All-pairs shortest paths (APSP) is a fundamental algorithm used for routing, logistics, and network analysis, but the cubic time complexity and heavy data movement of the canonical…
RAPID-Graph: Recursive All-Pairs Shortest Paths Using Processing-in-Memory for Dynamic Programming on Graphs
Yanru Chen, Zheyu Li, Keming Fan +5
All-pairs shortest paths (APSP) remains a major bottleneck for large-scale graph analytics, as data movement with cubic complexity overwhelms the bandwidth of conventional memory h…
Stratum: System-Hardware Co-Design with Tiered Monolithic 3D-Stackable DRAM for Efficient MoE Serving
Yue Pan, Zihan Xia, Po-Kai Hsu +8
As Large Language Models (LLMs) continue to evolve, Mixture of Experts (MoE) architecture has emerged as a prevailing design for achieving state-of-the-art performance across a wid…
Efficient Privacy-Preserving Recommendation on Sparse Data using Fully Homomorphic Encryption
Moontaha Nishat Chowdhury, André Bauer, Minxuan Zhou
In today's data-driven world, recommendation systems personalize user experiences across industries but rely on sensitive data, raising privacy concerns. Fully homomorphic encrypti…