Paper Citation Record · LEDGER

Broadcast Rate Limits in Wi-Fi: A Forgotten Bottleneck for Collaborative Edge LLM Inference

As of 7 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2608.02341.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2608.02341 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T09:01:18.036349Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

21 of 21 outbound references displayed

verified exact0
verified fuzzy0
unresolved21
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c77ae701-db11-4465-8c1f-b464d97e0d8e · outbound

This paper cites an unresolved cited work.

Broadcast Rate Limits in Wi-Fi: A Forgotten Bottleneck for Collaborative Edge LLM Inference Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T09:01:16.136802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 287eca14-eea3-411f-a5d8-9435d6f03cfe · outbound

This paper cites an unresolved cited work.

Broadcast Rate Limits in Wi-Fi: A Forgotten Bottleneck for Collaborative Edge LLM Inference Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T09:01:16.246536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db7e99d2-8270-41db-9950-c43be774daa0 · outbound

This paper cites an unresolved cited work.

Broadcast Rate Limits in Wi-Fi: A Forgotten Bottleneck for Collaborative Edge LLM Inference Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T09:01:16.329381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3d2d4c8-78aa-43bb-adf2-8fd727caa722 · outbound

This paper cites an unresolved cited work.

Broadcast Rate Limits in Wi-Fi: A Forgotten Bottleneck for Collaborative Edge LLM Inference Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T09:01:16.401403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 887f8d89-b424-499f-971d-65d74c7bdc58 · outbound

This paper cites an unresolved cited work.

Broadcast Rate Limits in Wi-Fi: A Forgotten Bottleneck for Collaborative Edge LLM Inference Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T09:01:16.595467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 072538b8-841a-405b-b705-c91cd7ef5b04 · outbound

This paper cites an unresolved cited work.

Broadcast Rate Limits in Wi-Fi: A Forgotten Bottleneck for Collaborative Edge LLM Inference Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T09:01:16.690835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e3c9595-893c-433c-86e3-332ea300d016 · outbound

This paper cites an unresolved cited work.

Broadcast Rate Limits in Wi-Fi: A Forgotten Bottleneck for Collaborative Edge LLM Inference Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T09:01:16.803005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 778f6169-e786-4b4a-afd2-887bcfc3461e · outbound

This paper cites Fast Inference of Mixture-of-Experts Language Models with Offloading.

Broadcast Rate Limits in Wi-Fi: A Forgotten Bottleneck for Collaborative Edge LLM Inference Fast Inference of Mixture-of-Experts Language Models with Offloading

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T09:01:16.896518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d677382a-4a2a-499e-9915-9090918c349f · outbound

This paper cites an unresolved cited work.

Broadcast Rate Limits in Wi-Fi: A Forgotten Bottleneck for Collaborative Edge LLM Inference Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T09:01:16.993726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ed7384d-78d9-4e43-ace0-15083b124d5a · outbound

This paper cites Mixtral of Experts.

Broadcast Rate Limits in Wi-Fi: A Forgotten Bottleneck for Collaborative Edge LLM Inference Mixtral of Experts

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T09:01:17.059382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a3c8033-3004-4dde-a4c4-5a00bf429ea6 · outbound

This paper cites an unresolved cited work.

Broadcast Rate Limits in Wi-Fi: A Forgotten Bottleneck for Collaborative Edge LLM Inference Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T09:01:17.154172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52a2a60b-39a6-4381-b9b4-558ab7399905 · outbound

This paper cites 2010.Principles of Broadband Switching and Networking.

Broadcast Rate Limits in Wi-Fi: A Forgotten Bottleneck for Collaborative Edge LLM Inference 2010.Principles of Broadband Switching and Networking

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T09:01:17.206042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5a880e3-40d3-4560-91df-7705855068d7 · outbound

This paper cites DeepSeek-V3 Technical Report.

Broadcast Rate Limits in Wi-Fi: A Forgotten Bottleneck for Collaborative Edge LLM Inference DeepSeek-V3 Technical Report

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T09:01:17.289275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ccc80b2-ce95-4c58-bca1-4a61b74a65ac · outbound

This paper cites an unresolved cited work.

Broadcast Rate Limits in Wi-Fi: A Forgotten Bottleneck for Collaborative Edge LLM Inference Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T09:01:17.377239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8223542c-6f82-4e33-9bb9-8447a5cc0071 · outbound

This paper cites an unresolved cited work.

Broadcast Rate Limits in Wi-Fi: A Forgotten Bottleneck for Collaborative Edge LLM Inference Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T09:01:17.454868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58883fd1-2040-4590-aa77-2c8bd9bd7774 · outbound

This paper cites HOBBIT: A Mixed Precision Expert Offloading System for Fast MoE Inference.

Broadcast Rate Limits in Wi-Fi: A Forgotten Bottleneck for Collaborative Edge LLM Inference HOBBIT: A Mixed Precision Expert Offloading System for Fast MoE Inference

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T09:01:17.573201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c8e2189-c2b7-47c1-8ed8-8e5725a1b4ea · outbound

This paper cites Next-Generation Wi-Fi Networks with Generative AI: Design and Insights.

Broadcast Rate Limits in Wi-Fi: A Forgotten Bottleneck for Collaborative Edge LLM Inference Next-Generation Wi-Fi Networks with Generative AI: Design and Insights

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T09:01:17.708553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f3931ad-9175-462d-9f49-b5cf1df61710 · outbound

This paper cites an unresolved cited work.

Broadcast Rate Limits in Wi-Fi: A Forgotten Bottleneck for Collaborative Edge LLM Inference Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T09:01:17.816199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8c27cd9-0346-4fc1-91c7-71321dcb53d2 · outbound

This paper cites Qwen3 Technical Report.

Broadcast Rate Limits in Wi-Fi: A Forgotten Bottleneck for Collaborative Edge LLM Inference Qwen3 Technical Report

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T09:01:17.932432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98c9eeaa-31d7-45e1-90d9-2384d96562ab · outbound

This paper cites an unresolved cited work.

Broadcast Rate Limits in Wi-Fi: A Forgotten Bottleneck for Collaborative Edge LLM Inference Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T09:01:18.036349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3dcb87ac-c8f1-4928-996c-b1c296c868d9 · outbound

This paper cites an unresolved cited work.

Broadcast Rate Limits in Wi-Fi: A Forgotten Bottleneck for Collaborative Edge LLM Inference Unresolved cited work

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-04T09:01:16.516383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.