Paper Citation Record · LEDGER

Nesterov Method for Asynchronous Pipeline Parallel Optimization

As of 21 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 2 inbound Pith citation observations for arXiv:2505.01099.

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

pith.paper-citation-record.v1
2505.01099 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T04:33:18.162390Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T06:41:55.732230Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T16:57:09.417491Z

Reference resolution

15 of 15 outbound references displayed

verified exact0
verified fuzzy5
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6cd016a3-a827-4f24-a7d4-777fb5dd6827 · outbound

This paper cites Now, to enable telescoping sum, we want, 𝜆𝑡¯h𝑡 + w𝑡 +𝜆𝑡d𝑡− w* = w𝑡+1 +𝜆𝑡+1d𝑡+1− w* = w𝑡 + d𝑡 + ¯h𝑡 +𝜆𝑡+1𝛾𝑡+1(d𝑡 + ¯h𝑡)− w*.

Nesterov Method for Asynchronous Pipeline Parallel Optimization Now, to enable telescoping sum, we want, 𝜆𝑡¯h𝑡 + w𝑡 +𝜆𝑡d𝑡− w* = w𝑡+1 +𝜆𝑡+1d𝑡+1− w* = w𝑡 + d𝑡 + ¯h𝑡 +𝜆𝑡+1𝛾𝑡+1(d𝑡 + ¯h𝑡)− w*

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:33:18.296958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c32af626-ada4-4561-a99e-1d4f354de55b · outbound

This paper cites Asynchronous SGD Beats Minibatch SGD Under Arbitrary Delays.

Nesterov Method for Asynchronous Pipeline Parallel Optimization Asynchronous SGD Beats Minibatch SGD Under Arbitrary Delays

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T04:33:18.142975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa5e9492-7b52-40ed-93f2-39caaf8dcfc8 · outbound

This paper cites Asynchrony begets momentum, with an application to deep learning.

Nesterov Method for Asynchronous Pipeline Parallel Optimization Asynchrony begets momentum, with an application to deep learning

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:33:18.322816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation daa8b81a-0093-4bd6-abf6-461c1f430af7 · outbound

This paper cites Max Ryabinin, Alexander Borzunov, Michael Diskin, Anton Gusev, Denis Mazur, Vsevolod Plokhot- nyuk, Alexey Bukhtiyarov, Pavel Samygin, Anton Sinitsin, and Artem Chumachenko.

Nesterov Method for Asynchronous Pipeline Parallel Optimization Max Ryabinin, Alexander Borzunov, Michael Diskin, Anton Gusev, Denis Mazur, Vsevolod Plokhot- nyuk, Alexey Bukhtiyarov, Pavel Samygin, Anton Sinitsin, and Artem Chumachenko

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:33:18.310876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 08522034-655a-4ead-b40b-9968d9265051 · outbound

This paper cites Language models are few-shot learners.

Nesterov Method for Asynchronous Pipeline Parallel Optimization Language models are few-shot learners

Reference 2004

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:33:18.334134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 62d113df-7b33-4911-9c7c-ff5937abacce · outbound

This paper cites Advances in asynchronous parallel and distributed optimization.

Nesterov Method for Asynchronous Pipeline Parallel Optimization Advances in asynchronous parallel and distributed optimization

Reference 2011

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:33:18.345703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7443af50-4f89-4810-b2d0-f17a11956b9b · outbound

This paper cites DeepSeek-V3 Technical Report.

Nesterov Method for Asynchronous Pipeline Parallel Optimization DeepSeek-V3 Technical Report

Reference 2014

Resolution: unresolved; no resolver link, observed 2026-08-16T04:33:18.139427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fd4e7a3-dcb0-40dc-9765-de4d9b5941d9 · outbound

This paper cites Efficient and Robust Parallel DNN Training through Model Parallelism on Multi-GPU Platform.

Nesterov Method for Asynchronous Pipeline Parallel Optimization Efficient and Robust Parallel DNN Training through Model Parallelism on Multi-GPU Platform

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-16T04:33:18.119891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eca3eaee-feb5-451b-aa17-7ee4f2267dcc · outbound

This paper cites The Llama 3 Herd of Models.

Nesterov Method for Asynchronous Pipeline Parallel Optimization The Llama 3 Herd of Models

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-16T04:33:18.123712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6263b47d-7a6d-4a0d-9dc7-801cdcd5a309 · outbound

This paper cites XPipe: Efficient Pipeline Model Parallelism for Multi-GPU DNN Training.

Nesterov Method for Asynchronous Pipeline Parallel Optimization XPipe: Efficient Pipeline Model Parallelism for Multi-GPU DNN Training

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-16T04:33:18.127596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3486c1a-1f31-42ec-90fa-93f15d60b108 · outbound

This paper cites Gap Aware Mitigation of Gradient Staleness.

Nesterov Method for Asynchronous Pipeline Parallel Optimization Gap Aware Mitigation of Gradient Staleness

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-16T04:33:18.112310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11340616-e711-4c5d-bb51-69ec3357c693 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Nesterov Method for Asynchronous Pipeline Parallel Optimization Adam: A Method for Stochastic Optimization

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-16T04:33:18.135471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9cea2d2c-3dbc-4ac9-8593-e7bb9983b6cf · outbound

This paper cites The Error-Feedback Framework: Better Rates for SGD with Delayed Gradients and Compressed Communication.

Nesterov Method for Asynchronous Pipeline Parallel Optimization The Error-Feedback Framework: Better Rates for SGD with Delayed Gradients and Compressed Communication

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-16T04:33:18.158765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b087d70e-8c01-4fd7-a878-8507f1a172dd · outbound

This paper cites Taming Momentum in a Distributed Asynchronous Environment.

Nesterov Method for Asynchronous Pipeline Parallel Optimization Taming Momentum in a Distributed Asynchronous Environment

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-16T04:33:18.131529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e5cb269-4d7e-4837-b501-baddecfc3d6b · outbound

This paper cites Zero Bubble Pipeline Parallelism.

Nesterov Method for Asynchronous Pipeline Parallel Optimization Zero Bubble Pipeline Parallelism

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-16T04:33:18.151163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 136c4d28-48f5-4862-841a-0f2d7451a81e · inbound

Breaking the Bubble: Asynchronous Pipeline Parallel Training with Bounded Weight Inconsistency cites this paper.

Breaking the Bubble: Asynchronous Pipeline Parallel Training with Bounded Weight Inconsistency Nesterov Method for Asynchronous Pipeline Parallel Optimization

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-07-02T16:57:09.419832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation bfc4c18a-7763-4ebc-a7dd-0c21d091d0db · inbound

One-Step Gradient Delay is Not a Barrier for Large-Scale Asynchronous Pipeline Parallel LLM Pretraining cites this paper.

One-Step Gradient Delay is Not a Barrier for Large-Scale Asynchronous Pipeline Parallel LLM Pretraining Nesterov Method for Asynchronous Pipeline Parallel Optimization

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-06-30T06:44:18.907265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.