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Author

Chun Jason Xue

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Aug 2026

Achieving High-Performance Erasure Code Repair Through DPU Offloading

Erasure coding provides efficient fault tolerance for large-scale distributed storage systems. However, its data repair process is well-known to be resource-intensive. We find that conventional host-centric, TCP-based repair architectures suffer from severe resource contention. Even in high-bandwidth networks, such int...

Xiangyu Yao, Yina Lv, Tianyu Ren et al. · 0 citations
Conference Aug 2026

Edge-AdaptiveKG: Resource-Efficient Knowledge Graph Construction for RAG on Edge Devices

Integrating Knowledge Graphs (KGs) into Retrieval-Augmented Generation (RAG) can substantially improve LLM performance on complex question answering (QA) by reducing hallucinations and supplying structured context. However, building high-quality KGs over large corpora for edge scenarios is challenging: cloud-based proc...

Yuyu Du, Ju-Xin Niu, Chun Jason Xue et al. · 0 citations

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