56 citations · 57 across the 3 of their papers we have counts for
3 papers
cs.DC2025
Efficient MoE Serving in the Memory-Bound Regime: Balance Activated Experts, Not Tokens
Yanpeng Yu, Haiyue Ma, Krish Agarwal +10
Expert Parallelism (EP) permits Mixture of Experts (MoE) models to scale beyond a single GPU. To address load imbalance across GPUs in EP, existing approaches aim to balance the nu…
cs.DC2023★ 1 cited
GCS: Generalized Cache Coherence For Efficient Synchronization
Yanpeng Yu, Seung-seob Lee, Anurag Khandelwal +1
We explore the design of scalable synchronization primitives for disaggregated shared memory. Porting existing synchronization primitives to disaggregated shared memory results in…
cs.DC2021★ 56 cited
MIND: In-Network Memory Management for Disaggregated Data Centers
Seung-seob Lee, Yanpeng Yu, Yupeng Tang +3
Memory-compute disaggregation promises transparent elasticity, high utilization and balanced usage for resources in data centers by physically separating memory and compute into ne…