2 papers
cs.MA2026
Pancake: Hierarchical Memory System for Multi-Agent LLM Serving
Zhengding Hu, Zaifeng Pan, Prabhleen Kaur +6
In this work, we identify and address the core challenges of agentic memory management in LLM serving, where large-scale storage, frequent updates, and multiple coexisting agents j…
cs.DB2025
HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving
Zhengding Hu, Vibha Murthy, Zaifeng Pan +4
This paper addresses emerging system-level challenges in heterogeneous retrieval-augmented generation (RAG) serving, where complex multi-stage workflows and diverse request pattern…