cs.NI · 2026-05-30 · No. 12

Networking and Internet Architecture, 2026-05-30.

1 new papers in cs.NI. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    TraceCodec: A Compiler-Backed Neural Codec for Stateful Multi-Flow Network Traffic Traces

    Junhui Ding, Xinchen Zhang, Xiaohui Xie, Shinan Liu

    cs.NI · cs.LG

    Critical networking workflows require high-fidelity packet captures (PCAPs) for testing, security analysis, and protocol validation, not just statistical flow-level summaries. Recent packet generators have demonstrated protocol-constrained PCAP synthesis, but they universally decode directly to raw packet fields. That interface entangles learned behavioral choices with deterministic protocol consequences, which forces packet realization to...

    arxiv.org/abs/2605.29941 · PDF

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