Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Trade-offs of Local SGD at Scale: An Empirical Study
As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2110.08133.
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 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T10:46:06.583881Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T17:50:43.117651Z
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 2525ef75-a894-4941-8cea-9381966464f1 · inbound
HALoS: Hierarchical Asynchronous Local SGD over Slow Networks for Geo-Distributed Large Language Model Training cites this paper.
HALoS: Hierarchical Asynchronous Local SGD over Slow Networks for Geo-Distributed Large Language Model Training Trade-offs of Local SGD at Scale: An Empirical Study
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:46:06.583881Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd604448-d23b-4e34-a966-a2ad89c2f040 · inbound
Overcoming the Communication-Performance Tradeoff in LLM Pretraining cites this paper.
Overcoming the Communication-Performance Tradeoff in LLM Pretraining Trade-offs of Local SGD at Scale: An Empirical Study
Reference 18
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T17:50:43.123584Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.