Paper Citation Record · LEDGER

Cross-region Model Training with Communication-Computation Overlapping and Delay Compensation

As of 18 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 1 inbound Pith citation observation for arXiv:2504.17672.

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

pith.paper-citation-record.v1
2504.17672 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:39:02.104523Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-28T13:38:48.333498Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-02T00:06:23.692867Z

Reference resolution

28 of 28 outbound references displayed

verified exact0
verified fuzzy23
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 19667b00-3a8b-4adf-b226-ddd2b605da6c · outbound

This paper cites Large Language Models: A Survey.

Cross-region Model Training with Communication-Computation Overlapping and Delay Compensation Large Language Models: A Survey

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-16T10:39:01.971436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8420e8cb-162d-421e-a7bc-73ba3a81d05b · outbound

This paper cites Efficient Large Scale Language Modeling with Mixtures of Experts,.

Cross-region Model Training with Communication-Computation Overlapping and Delay Compensation Efficient Large Scale Language Modeling with Mixtures of Experts,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:39:02.530091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0330fe44-4761-4847-8de4-9ed94131d4ea · outbound

This paper cites Language Models Are Few-Shot Learners,.

Cross-region Model Training with Communication-Computation Overlapping and Delay Compensation Language Models Are Few-Shot Learners,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:39:02.516345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 69618d4e-c190-41d3-99ec-510cb844fec8 · outbound

This paper cites Megatron-LM: Training Multi-Billion Parameter Language Mod- els Using Model Parallelism,.

Cross-region Model Training with Communication-Computation Overlapping and Delay Compensation Megatron-LM: Training Multi-Billion Parameter Language Mod- els Using Model Parallelism,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:39:02.502430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1f64304b-4bc9-440c-ac23-e8c33f1e1a13 · outbound

This paper cites PaLM: Scaling Language Modeling with Pathways,.

Cross-region Model Training with Communication-Computation Overlapping and Delay Compensation PaLM: Scaling Language Modeling with Pathways,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:39:02.488543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation aacc2f9f-c33a-48d6-8a14-e3d2c4ed6a9a · outbound

This paper cites Multi-Datacenter Training: OpenAI’s Ambitious Plan to Beat Google’s Infrastructure,.

Cross-region Model Training with Communication-Computation Overlapping and Delay Compensation Multi-Datacenter Training: OpenAI’s Ambitious Plan to Beat Google’s Infrastructure,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:39:02.474253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 89248a13-a43f-4986-a865-5edf1add277d · outbound

This paper cites Communication-Efficient Learning of Deep Networks from Decentralized Data,.

Cross-region Model Training with Communication-Computation Overlapping and Delay Compensation Communication-Efficient Learning of Deep Networks from Decentralized Data,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T10:39:02.002291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e62a954-2698-4b70-bb8d-91e17512386f · outbound

This paper cites Cross-Silo Federated Learning across Divergent Domains with Iterative Parameter Alignment,.

Cross-region Model Training with Communication-Computation Overlapping and Delay Compensation Cross-Silo Federated Learning across Divergent Domains with Iterative Parameter Alignment,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:39:02.439539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 72b8190e-b8c8-413c-b4b5-97dd3be827e2 · outbound

This paper cites Communication-Efficient Large-Scale Distributed Deep Learning: A Comprehensive Survey,.

Cross-region Model Training with Communication-Computation Overlapping and Delay Compensation Communication-Efficient Large-Scale Distributed Deep Learning: A Comprehensive Survey,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:39:02.422878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9563ea96-01a8-4300-8bd0-df25863b544f · outbound

This paper cites Measuring the Effects of Data Parallelism on Neural Network Training,.

Cross-region Model Training with Communication-Computation Overlapping and Delay Compensation Measuring the Effects of Data Parallelism on Neural Network Training,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:39:02.402829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 903369d3-18e6-4fdc-8f2d-4e95c85ace36 · outbound

This paper cites Revisiting Distributed Synchronous SGD.

Cross-region Model Training with Communication-Computation Overlapping and Delay Compensation Revisiting Distributed Synchronous SGD

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T10:39:02.020746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71a652a7-53d8-4c60-b46b-7335b1675d41 · outbound

This paper cites DiLoCo: Distributed Low-Communication Training of Language Models.

Cross-region Model Training with Communication-Computation Overlapping and Delay Compensation DiLoCo: Distributed Low-Communication Training of Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T10:39:02.026235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6ae871b-6349-4cf8-a741-7f09fdd5ca8e · outbound

This paper cites OpenDiLoCo: An Open- Source Framework for Globally Distributed Low-Communication Train- ing,.

Cross-region Model Training with Communication-Computation Overlapping and Delay Compensation OpenDiLoCo: An Open- Source Framework for Globally Distributed Low-Communication Train- ing,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:39:02.388733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f4955831-5178-43fc-a08f-109a560390eb · outbound

This paper cites Streaming DiLoCo with overlapping communication: Towards a Distributed Free Lunch.

Cross-region Model Training with Communication-Computation Overlapping and Delay Compensation Streaming DiLoCo with overlapping communication: Towards a Distributed Free Lunch

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T10:39:02.038914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 902ea739-b1e3-4387-b267-5c71d3a208b0 · outbound

This paper cites PipeDream: Generalized Pipeline Parallelism for DNN Training,.

Cross-region Model Training with Communication-Computation Overlapping and Delay Compensation PipeDream: Generalized Pipeline Parallelism for DNN Training,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:39:02.374917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 73b45ab4-dff9-488f-92ca-9f0ede352849 · outbound

This paper cites SAPipe: Staleness-Aware Pipeline for Data Parallel DNN Training,.

Cross-region Model Training with Communication-Computation Overlapping and Delay Compensation SAPipe: Staleness-Aware Pipeline for Data Parallel DNN Training,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:39:02.361877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d01c6aac-0324-4d5a-a593-4041c3cd3eaa · outbound

This paper cites Efficient Large-Scale Language Model Training on GPU Clusters Using Megatron-LM,.

Cross-region Model Training with Communication-Computation Overlapping and Delay Compensation Efficient Large-Scale Language Model Training on GPU Clusters Using Megatron-LM,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:39:02.349608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8dbdf998-ecb4-434f-b6a4-c969a26437aa · outbound

This paper cites Stragglers are not disaster: A hybrid federated learning algorithm with delayed gradients,.

Cross-region Model Training with Communication-Computation Overlapping and Delay Compensation Stragglers are not disaster: A hybrid federated learning algorithm with delayed gradients,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:39:02.335442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 80847d9a-59e6-4a3e-a9e1-23d504039373 · outbound

This paper cites Structured second-and higher-order derivatives through univariate taylor series,.

Cross-region Model Training with Communication-Computation Overlapping and Delay Compensation Structured second-and higher-order derivatives through univariate taylor series,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:39:02.321489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5c80019c-a8ff-4512-b3b5-850894328602 · outbound

This paper cites Asynchronous Stochastic Gradient Descent with Delay Compensation,.

Cross-region Model Training with Communication-Computation Overlapping and Delay Compensation Asynchronous Stochastic Gradient Descent with Delay Compensation,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:39:02.306331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7d71ef85-ffdd-4ff3-bacd-cfc9c1b2fb19 · outbound

This paper cites DC-S3GD: Delay-Compensated Stale-Synchronous SGD for Large-Scale Decentralized Neural Network Training,.

Cross-region Model Training with Communication-Computation Overlapping and Delay Compensation DC-S3GD: Delay-Compensated Stale-Synchronous SGD for Large-Scale Decentralized Neural Network Training,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:39:02.293117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2fed379c-98cc-4c5f-a1e6-35deb1a0398e · outbound

This paper cites Asynchronous Training Schemes in Distributed Learning with Time Delay,.

Cross-region Model Training with Communication-Computation Overlapping and Delay Compensation Asynchronous Training Schemes in Distributed Learning with Time Delay,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:39:02.278466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ad6db2ab-6eb0-4bc5-94a0-d042d1edb667 · outbound

This paper cites The elements of statistical learning. vol. 1 Springer series in statistics,.

Cross-region Model Training with Communication-Computation Overlapping and Delay Compensation The elements of statistical learning. vol. 1 Springer series in statistics,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:39:02.265338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d5a88871-8c28-499e-b099-6cbc540a6d5d · outbound

This paper cites Natural Gradient Works Efficiently in Learning,.

Cross-region Model Training with Communication-Computation Overlapping and Delay Compensation Natural Gradient Works Efficiently in Learning,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:39:02.251663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f56e310b-99cb-4f90-87af-5edf26dbe0eb · outbound

This paper cites Pytorch distributed: Experiences on accelerating data parallel training,.

Cross-region Model Training with Communication-Computation Overlapping and Delay Compensation Pytorch distributed: Experiences on accelerating data parallel training,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:39:02.239568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f9d47580-75a1-4cf8-8a71-09c0b06afe54 · outbound

This paper cites Llama: Open and efficient foundation language models,.

Cross-region Model Training with Communication-Computation Overlapping and Delay Compensation Llama: Open and efficient foundation language models,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:39:02.225593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 372aa781-d93a-434d-b9ce-fe31ffa56e5c · outbound

This paper cites Exploring the limits of transfer learning with a unified text-to-text transformer,.

Cross-region Model Training with Communication-Computation Overlapping and Delay Compensation Exploring the limits of transfer learning with a unified text-to-text transformer,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:39:02.210616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b6ac22cf-4272-44db-9b00-481f5a67f6db · outbound

This paper cites A study of bfloat16 for deep learning training,.

Cross-region Model Training with Communication-Computation Overlapping and Delay Compensation A study of bfloat16 for deep learning training,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:39:02.195213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

Observation 27b34fac-b38b-4157-82b8-fef10d185a17 · inbound

Echelon: Auditable Aggregate-Only Language-Model Adaptation Across Privacy Boundaries cites this paper.

Echelon: Auditable Aggregate-Only Language-Model Adaptation Across Privacy Boundaries Cross-region Model Training with Communication-Computation Overlapping and Delay Compensation

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-07-02T00:06:23.694803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.