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UID:dac_DAC 2026_sess315_RESEARCH2300@linklings.com
SUMMARY:HeRo: Adaptive Orchestration of Retrieval-Augmented Generation on 
 Heterogeneous Mobile SoC
DESCRIPTION:Maoliang Li, Jiayu Chen, and Zihao Zheng (Peking University); 
 Ziqian Li (Northwestern Polytechnical University); Xinhao Sun and Guojie L
 uo (Peking University); Chenchen Liu (Beihang University); and Xiang Chen 
 (Peking University)\n\nHeRo is a framework for efficiently running agentic
  RAG on resource-limited, heterogeneous mobile devices. It builds a perfor
 mance model that accounts for workload, accelerator features, and memory c
 ontention, then uses a lightweight, dependency-guided scheduler with shape
 -aware decomposition, criticality estimation, and concurrency control. Thi
 s approach adapts to dynamic workloads and significantly reduces latency, 
 achieving up to 10.94× speedup over prior methods.\n\nTopics: Quantum\n\nT
 rack: DES6. Quantum Computing, Systems\n\nSession Chairs: Hokeun Kim (Ariz
 ona State University); BaekGyu Kim (Daegu Gyeongbuk Institute of Science a
 nd Technology); Xiang Chen (Peking University); Sangyeob Kim (Yonsei Unive
 rsity); Robert M. Radway (University of Pennsylvania); Prashanth Mohan (Un
 iversity of Pittsburgh); Xiaoxuan Yang (University of Virginia, Stanford U
 niversity); Ramtin Zand (University of South Carolina); Hadi Kamali (Unive
 rsity of Central Florida); Jiafeng Xie (Villanova University); Prabuddha C
 hakraborty (University of Maine); Junichiro Kadomoto (University of Tokyo)
 ; and Yosuke Ueno (RIKEN)\n\n
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