2 papers
cs.OS2026
RTP-LLM: High-Performance Alibaba LLM Inference Engine
Boyu Tan, Jiarui Guo, Zongwei Lv +26
Large Language Models (LLMs) have revolutionized AI applications, but deploying them at scale presents significant challenges. We present RTP-LLM, a high-performance inference engi…
cs.AR2026
Adaptive Multi-Objective Tiered Storage Configuration for KV Cache in LLM Service
Xianzhe Zheng, Zhengheng Wang, Ruiyan Ma +17
The memory-for-computation paradigm of KV caching is essential for accelerating large language model (LLM) inference service, but limited GPU high-bandwidth memory (HBM) capacity m…