Paper Citation Record · LEDGER

CO2: Efficient Distributed Training with Full Communication-Computation Overlap

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2401.16265.

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

pith.paper-citation-record.v1
2401.16265 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 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 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T11:52:40.216892Z

measured 1 of 1 external citation measurements

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 5fad4a0a-d5b0-4dd0-bea0-65a68086b0c7 · inbound

Distributed Sign Momentum with Local Steps for Training Transformers cites this paper.

Distributed Sign Momentum with Local Steps for Training Transformers CO2: Efficient Distributed Training with Full Communication-Computation Overlap

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-12T11:52:40.216892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31aa8907-4d1c-4a96-b12e-5d7b43ccf895 · inbound

MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question Complexity cites this paper.

MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question Complexity CO2: Efficient Distributed Training with Full Communication-Computation Overlap

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-12T04:22:12.730369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de45423c-5efe-4f31-b71a-7814e05c91d8 · inbound

Adapting to Non-Stationary Environments: Multi-Armed Bandit Enhanced Retrieval-Augmented Generation on Knowledge Graphs cites this paper.

Adapting to Non-Stationary Environments: Multi-Armed Bandit Enhanced Retrieval-Augmented Generation on Knowledge Graphs CO2: Efficient Distributed Training with Full Communication-Computation Overlap

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-11T18:44:08.967933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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 2026-08-22T06:32:14.747728+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 2026-08-22T06:32:14.747728+00:00.