AMP4EC: Adaptive Model Partitioning Framework for Efficient Deep Learning Inference in Edge Computing Environments. - Guilin Zhang; Wulan Guo; Ziqi Tan; Hailong Jiang (CoRR, 2025)

AAPA: An Archetype-Aware Predictive Autoscaler with Uncertainty Quantification for Serverless Workloads on Kubernetes. - Guilin Zhang; Srinivas Vippagunta; Raghavendra Nandagopal; Suchitra Raman; Jeff Xu; Marcus Pfeiffer; Shreeshankar Chatterjee; Ziqi Tan; Wulan Guo; Hailong Jiang (CoRR, 2025)

KIS-S: A GPU-Aware Kubernetes Inference Simulator with RL-Based Auto-Scaling. - Guilin Zhang; Wulan Guo; Ziqi Tan; Qiang Guan; Hailong Jiang (CoRR, 2025)