Paper Citation Record · LEDGER

Demystifying the Communication Characteristics for Distributed Transformer Models

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2408.10197.

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

pith.paper-citation-record.v1
2408.10197 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:14:22.052155Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T02:13:56.324406Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 2f7cb0fb-29f3-41d6-b638-0edf2f867004 · inbound

Characterizing Communication Patterns in Distributed Large Language Model Inference cites this paper.

Characterizing Communication Patterns in Distributed Large Language Model Inference Demystifying the Communication Characteristics for Distributed Transformer Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T16:14:22.052155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9be71634-76f6-48fe-8a63-a4e668eb6872 · inbound

TACO: Efficient Communication Compression of Intermediate Tensors for Scalable Tensor-Parallel LLM Training cites this paper.

TACO: Efficient Communication Compression of Intermediate Tensors for Scalable Tensor-Parallel LLM Training Demystifying the Communication Characteristics for Distributed Transformer Models

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-11T23:06:20.914560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 29583599-2f31-45e9-b68e-312acf3bc974 · inbound

Diagnosing Overhead in Dispatch Operations: Cross-architecture Observatory cites this paper.

Diagnosing Overhead in Dispatch Operations: Cross-architecture Observatory Demystifying the Communication Characteristics for Distributed Transformer Models

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-21T02:13:56.328005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fbe5f501-03cf-450a-b60d-03694120e20f · inbound

Diagnosing Overhead in Dispatch Operations: Cross-architecture Observatory cites this paper.

Diagnosing Overhead in Dispatch Operations: Cross-architecture Observatory Demystifying the Communication Characteristics for Distributed Transformer Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T13:33:41.147041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.