cs.NI · 2026-07-28 · No. 67

Networking and Internet Architecture, 2026-07-28.

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

    Denial of Deadline: Network-Driven Accuracy Collapse in Distributed Inference Pipelines

    Jhonatan Tavori, Gur-Eyal Sela, Ion Stoica, Gil Zussman

    cs.NI · cs.AI · cs.CR · cs.DC

    Inference systems increasingly combine a fast path that returns predictions within the application's latency deadline together with a higher-accuracy slow path that runs higher-compute methods on stronger, remote hardware, so its results can be returned on time and combined with the fast path predictions. Across several application domains, we abstract this inference architecture as a fast path, a slow path, and a coordination layer with two...

    arxiv.org/abs/2607.24692 · PDF

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