Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
CO2: Efficient Distributed Training with Full Communication-Computation Overlap
As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2401.16265.
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 2026-08-07T10:46:06.608870Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation 95238f27-483a-4835-9220-b84b38a96561 · 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 CO2: Efficient Distributed Training with Full Communication-Computation Overlap
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:46:06.608870Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a7b91f5d-c727-4a17-bdf5-113ebf3c646b · inbound
Cosine-Gated Adam-Decay: Drop-In Staleness-Aware Outer Optimization for Decoupled DiLoCo cites this paper.
Cosine-Gated Adam-Decay: Drop-In Staleness-Aware Outer Optimization for Decoupled DiLoCo CO2: Efficient Distributed Training with Full Communication-Computation Overlap
Reference 8
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T02:31:16.908924Z
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.
Observation 7c2b395b-8eef-418d-8565-47ea5e9ddafb · inbound
Modeling the Impact of Fiber Latency on Compute-Communication Overlap in Geo-Distributed Multi-Datacenter AI Training cites this paper.
Modeling the Impact of Fiber Latency on Compute-Communication Overlap in Geo-Distributed Multi-Datacenter AI Training CO2: Efficient Distributed Training with Full Communication-Computation Overlap
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T08:18:07.842897Z
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.