Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Breadth-First Pipeline Parallelism
As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2211.05953.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-11T12:21:38.844910Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-20T07:38:09.471378Z
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 d633020d-f208-47aa-bfcf-919c4a64c8ca · inbound
Scaling Deep Learning Training with MPMD Pipeline Parallelism cites this paper.
Scaling Deep Learning Training with MPMD Pipeline Parallelism Breadth-First Pipeline Parallelism
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T12:21:38.844910Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d170b03-6d8f-44f1-a4d7-cb9a05d9d62d · inbound
Efficient Training on Multiple Consumer GPUs with RoundPipe cites this paper.
Efficient Training on Multiple Consumer GPUs with RoundPipe Breadth-First Pipeline Parallelism
Reference 25
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T09:31:26.802530Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 72e50f47-4519-45cb-94ae-9a739dee8d52 · inbound
A Readiness-Driven Runtime for Pipeline-Parallel Training under Runtime Variability cites this paper.
A Readiness-Driven Runtime for Pipeline-Parallel Training under Runtime Variability Breadth-First Pipeline Parallelism
Reference 25
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T07:38:09.474460Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.