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Siyuan Sun

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Jul 2026

KernelScript: Cross-Boundary Typed DSL for eBPF Applications

KernelScript is presented, a DSL that types maps, program handles, and execution domains in one source, then compiles to standard C through the original toolchain, and rejects cross-boundary bugs at compile time that standard C/libbpf still builds and loads.

Cong Wang, Siyuan Sun, Yu-Sheng Zheng · 0 citations
Open access Aug 2026

A generic nonparametric value-at-risk estimator for high dimensions

We present in this article a non-parametric value-at-risk (VaR+CVaR) algorithm that remains accurate for an arbitrarily large number of underlying positions. The algorithm solves the two inherent problems of VaR estimation. First, past history is not directly applicable to the future, but all predictions of the future...

Siyuan Sun · 0 citations

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