2 papers
cs.DC2026
Graph-Structured Deep Learning Framework for Multi-task Contention Identification with High-dimensional Metrics
Xiao Yang, Yinan Ni, Yuqi Tang +3
This study addresses the challenge of accurately identifying multi-task contention types in high-dimensional system environments and proposes a unified contention classification fr…
cs.DC2025
Predictive-LoRA: A Proactive and Fragmentation-Aware Serverless Inference System for LLMs
Yinan Ni, Xiao Yang, Yuqi Tang +3
The serverless computing paradigm offers compelling advantages for deploying Large Language Model (LLM) inference services, including elastic scaling and pay-per-use billing. Howev…