1 citations · 1 across the 1 of their papers we have counts for
3 papers
cs.DC2025
DOPD: A Dynamic PD-Disaggregation Architecture for Maximizing Goodput in LLM Inference Serving
Junhan Liao, Minxian Xu, Wanyi Zheng +4
To meet strict Service-Level Objectives (SLOs),contemporary Large Language Models (LLMs) decouple the prefill and decoding stages and place them on separate GPUs to mitigate the di…
cs.DC2025★ 1 cited
Cloud Native System for LLM Inference Serving
Minxian Xu, Junhan Liao, Jingfeng Wu +3
Large Language Models (LLMs) are revolutionizing numerous industries, but their substantial computational demands create challenges for efficient deployment, particularly in cloud…
cs.DC2025
Auto-scaling Approaches for Microservice Applications: A Survey and Taxonomy
Minxian Xu, Junhan Liao, Linfeng Wen +4
Microservice applications are created as loosely coupled application components and they leverage cloud elasticity to reduce costs and increase development speed. However, microser…