Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Moshpit SGD: Communication-Efficient Decentralized Training on Heterogeneous Unreliable Devices
As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2103.03239.
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 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-09T23:17:19.834497Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-09T22:49:15.667690Z
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 4e210569-f4ef-4183-adf1-063772177323 · inbound
Streaming DiLoCo with overlapping communication: Towards a Distributed Free Lunch cites this paper.
Streaming DiLoCo with overlapping communication: Towards a Distributed Free Lunch Moshpit SGD: Communication-Efficient Decentralized Training on Heterogeneous Unreliable Devices
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T23:17:19.834497Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 083e1589-8d20-43be-8348-79c24623ae8b · inbound
Incentivised Orchestrated Training Architecture (IOTA): A Technical Primer for Release cites this paper.
Incentivised Orchestrated Training Architecture (IOTA): A Technical Primer for Release Moshpit SGD: Communication-Efficient Decentralized Training on Heterogeneous Unreliable Devices
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:57:12.475203Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 60a3830d-13ad-43d4-8814-fa1a5636ba14 · inbound
Decoupled DiLoCo for Resilient Distributed Pre-training cites this paper.
Decoupled DiLoCo for Resilient Distributed Pre-training Moshpit SGD: Communication-Efficient Decentralized Training on Heterogeneous Unreliable Devices
Reference 20
- Resolution
- verified exact
- arxiv_id, observed 2026-05-09T22:49:15.669033Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.