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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Jiayan Dong

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Open access Sep 2026

PagePilot: Synergizing Heterogeneous Backend Devices with Reusability-Aware Page Offloading

This work implements PagePilot, a reuse-aware page offloading framework for heterogeneous swap systems that improves application throughput and reduces page-fault handling latency under memory pressure, while substantially increasing the fraction of refaults served by fast backends.

Xing-Ze Liu, Jiayan Dong, Xin-Yue Liu et al. · 0 citations
Open access 2026

Supporting Memory Safety with a Security-Enhanced Memory Controller

SerMC is proposed, a memory-controller-based tripwire mechanism that validates accesses when metadata arrives from Dynamic Random Access Memory and extends enforcement to DRAM-bound accesses issued by both processors and DMA-capable devices, and provides practical average-case overhead but still exposes a clear worst-c...

Gen Xu, Li Lv, Jiayan Dong · 0 citations

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