Paper Citation Record · LEDGER

Demystifying Pipeline Parallelism: First Theory for PipeDream

As of 4 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2606.03498.

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

pith.paper-citation-record.v1
2606.03498 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-28T11:21:52.068934Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

25 of 25 outbound references displayed

verified exact0
verified fuzzy0
unresolved20
parse uncertain0
malformed identifier0
metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f3d314a4-997d-40f8-8cfe-d283b70f1b1f · outbound

This paper cites Proceedings of the 27th ACM symposium on operating systems principles , pages=.

Demystifying Pipeline Parallelism: First Theory for PipeDream Proceedings of the 27th ACM symposium on operating systems principles , pages=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-28T11:21:52.068934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34c9fad0-6b9a-4aa6-83e0-a0fdccece0ad · outbound

This paper cites Proceedings of the AAAI conference on artificial intelligence , volume=.

Demystifying Pipeline Parallelism: First Theory for PipeDream Proceedings of the AAAI conference on artificial intelligence , volume=

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-28T11:21:52.068934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02703f82-30f9-4e8d-ad1e-448b512a230f · outbound

This paper cites Advances in neural information processing systems , volume=.

Demystifying Pipeline Parallelism: First Theory for PipeDream Advances in neural information processing systems , volume=

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-28T11:21:52.068934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24db7f3c-7a50-4488-9886-9114013d0cdd · outbound

This paper cites Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour.

Demystifying Pipeline Parallelism: First Theory for PipeDream Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour

Reference 4

Resolution: metadata mismatch; local_arxiv, observed 2026-07-02T01:56:28.483080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 70439139-55d6-409c-bcba-adfceeaa58a5 · outbound

This paper cites Advances in neural information processing systems , volume=.

Demystifying Pipeline Parallelism: First Theory for PipeDream Advances in neural information processing systems , volume=

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-28T11:21:52.068934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4592ce23-ab1e-4f0e-95e9-021c87aa9e83 · outbound

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

Demystifying Pipeline Parallelism: First Theory for PipeDream Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism

Reference 6

Resolution: metadata mismatch; local_arxiv, observed 2026-07-02T01:56:28.492381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 72c11270-2e3c-4f1e-bb1e-c5a96b4dc627 · outbound

This paper cites Local SGD Converges Fast and Communicates Little.

Demystifying Pipeline Parallelism: First Theory for PipeDream Local SGD Converges Fast and Communicates Little

Reference 7

Resolution: metadata mismatch; local_arxiv, observed 2026-07-02T01:56:28.474776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 29a517a1-75f7-41a7-80ad-5faa13c28db8 · outbound

This paper cites Don't Use Large Mini-Batches, Use Local SGD.

Demystifying Pipeline Parallelism: First Theory for PipeDream Don't Use Large Mini-Batches, Use Local SGD

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T01:56:28.479115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation a886afba-f13b-47d7-a84b-b4dba42a5e84 · outbound

This paper cites SC20: international conference for high performance computing, networking, storage and analysis , pages=.

Demystifying Pipeline Parallelism: First Theory for PipeDream SC20: international conference for high performance computing, networking, storage and analysis , pages=

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-28T11:21:52.068934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a39b84c7-5d6a-4cec-a3ee-ec29b234fed5 · outbound

This paper cites , author=.

Demystifying Pipeline Parallelism: First Theory for PipeDream , author=

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-28T11:21:52.068934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad1b5575-e7ae-414e-af1b-7362f29a2402 · outbound

This paper cites 16th USENIX Symposium on Operating Systems Design and Implementation (OSDI 22) , pages=.

Demystifying Pipeline Parallelism: First Theory for PipeDream 16th USENIX Symposium on Operating Systems Design and Implementation (OSDI 22) , pages=

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-28T11:21:52.068934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ef6ffc8-8e92-4591-9c1a-977506cb0111 · outbound

This paper cites PipeDream: Fast and Efficient Pipeline Parallel DNN Training.

Demystifying Pipeline Parallelism: First Theory for PipeDream PipeDream: Fast and Efficient Pipeline Parallel DNN Training

Reference 12

Resolution: metadata mismatch; local_arxiv, observed 2026-07-02T01:56:28.486918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 82e6f78c-9f68-4c1c-9f27-c30532ab781d · outbound

This paper cites International Conference on Machine Learning , pages=.

Demystifying Pipeline Parallelism: First Theory for PipeDream International Conference on Machine Learning , pages=

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-28T11:21:52.068934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cb16f41-4ddf-40c4-902d-f18f8d9ac193 · outbound

This paper cites Proceedings of the 26th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming , pages=.

Demystifying Pipeline Parallelism: First Theory for PipeDream Proceedings of the 26th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming , pages=

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-28T11:21:52.068934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 888c4993-64c2-447a-9425-9455623fa5b9 · outbound

This paper cites Advances in neural information processing systems , volume=.

Demystifying Pipeline Parallelism: First Theory for PipeDream Advances in neural information processing systems , volume=

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-28T11:21:52.068934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65d726b3-397c-46fe-b316-80301ae386ce · outbound

This paper cites Advances in neural information processing systems , volume=.

Demystifying Pipeline Parallelism: First Theory for PipeDream Advances in neural information processing systems , volume=

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-28T11:21:52.068934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83b6d884-931c-4c36-a61b-8f1865aa162a · outbound

This paper cites SIAM Journal on Optimization , volume=.

Demystifying Pipeline Parallelism: First Theory for PipeDream SIAM Journal on Optimization , volume=

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-28T11:21:52.068934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2caa9bb3-2b78-47ad-b2fe-13a9eecd7633 · outbound

This paper cites International conference on machine learning , pages=.

Demystifying Pipeline Parallelism: First Theory for PipeDream International conference on machine learning , pages=

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-28T11:21:52.068934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0620a3b4-06ec-471a-9e74-74663ee5f664 · outbound

This paper cites SIAM Journal on Optimization , volume=.

Demystifying Pipeline Parallelism: First Theory for PipeDream SIAM Journal on Optimization , volume=

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-28T11:21:52.068934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1982521e-c105-412b-98d0-3b52d4b8400d · outbound

This paper cites Mathematical Programming , volume=.

Demystifying Pipeline Parallelism: First Theory for PipeDream Mathematical Programming , volume=

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-28T11:21:52.068934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd95a2f7-aab5-453a-9f45-39c9ad975751 · outbound

This paper cites SIAM Journal on Optimization , volume=.

Demystifying Pipeline Parallelism: First Theory for PipeDream SIAM Journal on Optimization , volume=

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-28T11:21:52.068934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f1047d0-aaaf-4f10-be35-6c323cb2a128 · outbound

This paper cites Advances in neural information processing systems , volume=.

Demystifying Pipeline Parallelism: First Theory for PipeDream Advances in neural information processing systems , volume=

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-28T11:21:52.068934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d9edb83-6409-48ad-9447-645f1ec2e417 · outbound

This paper cites 2025 , howpublished =.

Demystifying Pipeline Parallelism: First Theory for PipeDream 2025 , howpublished =

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-28T11:21:52.068934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fd8d748-cbd6-4744-8f85-4bf02ff66e45 · outbound

This paper cites 2022 , howpublished =.

Demystifying Pipeline Parallelism: First Theory for PipeDream 2022 , howpublished =

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-28T11:21:52.068934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 166ba706-d669-4224-84af-e02004cd3554 · outbound

This paper cites 2015 , howpublished =.

Demystifying Pipeline Parallelism: First Theory for PipeDream 2015 , howpublished =

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-28T11:21:52.068934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.