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Hai Jin

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Open access Aug 2026

Nemo: Accelerating Memory-Disaggregated Key-Value Store with Near Memory Processing

Memory disaggregation provides key-value stores larger memory capacity at low cost. Emerging compute express link (CXL) enables efficient memory disaggregation. It, however, dramatically slows down the system performance as disaggregated memory accesses are considerably slower than local memory accesses. This paper pre...

Chencheng Ye, Yuanchao Xu, Xipeng Shen et al. · 0 citations
Open access Oct 2026

Arcus: Fast and Reliable Function State I/O for Serverless Computing With Log-Cache Co-Design

Serverless computing has emerged as a compelling cloud paradigm due to its simplified development model, automatic scalability, and fine-grained billing. While its stateless execution model enables high elasticity and resource efficiency, it poses noteworthy challenges for building complex stateful applications. To bri...

Yijie Liu, Zhuo Huang, Han-Xiang Huang et al. · 0 citations
Book Open access Aug 2026

Structure Is All You Need to Reuse: Accelerating GraphRAG via Meta-Structure-Aware KV Caching

MetaKV is proposed, the first structure-aware KV caching mechanism that explicitly decouples static structural logic from dynamic entity semantics in GraphRAG inference, enabling high-throughput, low-latency GraphRAG without sacrificing adherence to graph topology.

Rui-Kun Luo, C. Gu, Jing Yang et al. · 0 citations
Book Open access Aug 2026

Structure Is All You Need to Reuse: Accelerating GraphRAG via Meta-Structure-Aware KV Caching

MetaKV is proposed, the first structure-aware KV caching mechanism that explicitly decouples static structural logic from dynamic entity semantics in GraphRAG inference, enabling high-throughput, low-latency GraphRAG without sacrificing adherence to graph topology.

Ruikun Luo, C. Gu, Jing Yang et al. · 0 citations

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