1 citations · 1 across the 14 of their papers we have counts for
4 papers · 1 filter
CacheBridge: Efficient Cross-Model KV Cache Transfer
Xingyu Qu, Siyuan Lu, Zhiyu Chen +2
Sharing context between LLMs in a multi-model system requires the receiving model to prefill the shared prefix because KV caches are model-specific. Recent closed-form cross-model…
GRBench: A Comprehensive Benchmark Evaluation for Graph-relational Data Management
Zepeng Liu, Xinxin Huang, Xuanming Liu +2
Modern data-intensive applications increasingly require database systems to manage structured records and graph data. This demand gives rise to graph-relational data management, sp…
HAServe: Horizon-Aware Scheduling and Memory Co-Design for Efficient LLM Serving
Xingyu Qu, Tianhao Lin, Yiqi Li +2
Online large language model (LLM) services process requests that share context but differ in prefix structure and arrival timing. Finite capacity couples request admission and key-…
Graph-centric Cross-model Data Integration and Analytics in a Unified Multi-model Database
Zepeng Liu, Sheng Wang, Shixun Huang +6
Graph-centric cross-model data integration and analytics (GCDIA) refer to tasks that leverage the graph model as a central paradigm to integrate relevant information across heterog…