2 papers
cs.NI2026
Symphony: Taming Step Misalignments in the Network for Ring-based Collective Operations
Yuze Jin, Xin Zhe Khooi, Ruyi Yao +1
Ring-based collective operations are widely used in distributed AI training due to their efficient bandwidth utilization. While ring communication excels at pipelining, its perform…
cs.NE2026
SpikySpace: A Spiking State Space Model for Energy-Efficient Time Series Forecasting
Kaiwen Tang, Jiaqi Zheng, Yuze Jin +4
Time-series forecasting in domains like traffic management and industrial monitoring often requires real-time, energy-efficient processing on edge devices with limited resources. S…