2 papers
cs.OS2026
Scaling Unmodified Multithreaded Applications with Elastic CXL-based Distributed Shared Memory
Guowei Liu, Kang Chen, Laiping Zhao +7
While CXL presents a promising hardware substrate for Distributed Shared Memory (DSM), seamlessly scaling multithreaded applications across multiple nodes remains a formidable chal…
cs.DC2026
Revealing the Challenges of Attention-FFN Disaggregation for Modern MoE Models and Hardware Systems
Guowei Liu, Hongming Li, Yaning Guo +5
Deploying large-scale MoE models presents challenges in memory capacity and bandwidth for expert activation. While Attention-FFN Disaggregation (AFD) has emerged as a potential arc…