2 papers
cs.OS2026
Clove: Object-Level CXL Memory Management in Managed Runtimes
Sam Son, Zhihong Luo, Wen Zhang +2
Object-level management of tiered memory has been studied to address the inefficiencies in page-based systems. However, object-level management for CXL-tiered memory remains undere…
cs.NI2026
Rethinking Network Topologies for Cost-Effective Mixture-of-Experts LLM Serving
Junsun Choi, Sam Son, Sunjin Choi +5
Mixture-of-experts (MoE) architectures have turned LLM serving into a cluster-scale workload in which communication consumes a considerable portion of LLM serving runtime. This has…