Paper Citation Record · LEDGER

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training

As of 8 August 2026, this Paper Citation Record lists 76 of 76 outbound references and 1 inbound Pith citation observation for arXiv:2509.03018.

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

pith.paper-citation-record.v1
2509.03018 v1

Coverage vector

measured 76 of 76 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T11:18:08.581545Z

measured 77 of 77 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-22T21:12:22.201810Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T21:15:09.623357Z

Reference resolution

76 of 76 outbound references displayed

verified exact1
verified fuzzy7
unresolved68
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4d0849a2-7291-48b6-b195-7f8b3acc9b13 · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:09.406704Z

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 7b620288-9874-44b8-be05-11e294658927 · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T11:18:03.680043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdb978ac-3b46-4161-a8f3-bd8f1539e946 · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T11:18:03.737951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69c41774-19cf-4aac-914c-849215107988 · outbound

This paper cites In 22nd USENIX Symposium on Networked Systems Design and Implementation (NSDI 25).

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training In 22nd USENIX Symposium on Networked Systems Design and Implementation (NSDI 25)

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:18:09.392546Z

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 51e1bfee-468e-4cb3-8f47-75dfd3192aba · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T11:18:03.844290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 626c7473-224d-4bb6-a62c-6a8fc449f479 · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:09.383054Z

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 c6d6dcc3-2123-4ff3-8e07-d4eacacfc7a4 · outbound

This paper cites The Llama 3 Herd of Models.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training The Llama 3 Herd of Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T11:18:03.954258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b85ed11a-bebf-404e-8caa-04ff03557258 · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T11:18:04.033136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7c39d3b-79fe-442b-89fc-8164e147bf14 · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:09.345933Z

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 98b4ebd3-ba69-4e06-acb9-92168b6351b3 · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:09.356117Z

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 eeae2d02-0052-4465-85b8-2d6d2e496b3f · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:09.325037Z

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 c37463a3-122c-47e3-ade9-ff5b6ab15caa · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:09.335070Z

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 1021584b-0b36-46a5-a2ce-ceab78d1f8ee · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:09.305837Z

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 45cf73f4-2735-4c92-8fe3-e8cdf8007749 · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:09.316180Z

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 651342b6-6478-4b85-ba78-a9e0635e2398 · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:09.285121Z

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 1824ee61-64c6-4791-9bf7-71002a6287c3 · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:09.294998Z

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 4e81c580-d447-4197-bbfd-60eb8114a9fd · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:09.266419Z

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 e8552976-6ac0-4829-b9a8-4a79a6320d02 · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:09.276786Z

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 0e4362f6-548b-4aeb-917d-29cb84712afd · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T11:18:04.835937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9477e009-f3c6-4da5-aa69-4622d28be3d9 · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:09.255705Z

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 c496c588-3288-4da0-8072-3bda6296563b · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:09.230218Z

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 967a43e7-7539-4d18-b909-2acee01645f9 · outbound

This paper cites Malleus: Straggler-Resilient Hybrid Parallel Training of Large-scale Models via Malleable Data and Model Parallelization.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Malleus: Straggler-Resilient Hybrid Parallel Training of Large-scale Models via Malleable Data and Model Parallelization

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-05T11:18:08.676691Z

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 ccb3be05-62f1-4a8e-bcf7-c57f45da38d8 · outbound

This paper cites Revisiting Reliability in Large-Scale Machine Learning Research Clusters.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Revisiting Reliability in Large-Scale Machine Learning Research Clusters

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T11:18:04.994990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52d723ca-0f28-41a0-af66-85ba27720e6d · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:09.201430Z

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 52d30fbe-e266-4e15-8d34-be63af6d39a8 · outbound

This paper cites In 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI 24).

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training In 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI 24)

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:18:09.219894Z

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 592b74e3-c98f-4ca1-9e7b-a11ea3e6b394 · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:09.182206Z

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 64b6e878-88ce-46a6-aaff-27c34ccd32ad · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:09.209956Z

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 76d6d9d4-d1e0-4ed9-9a01-3d7056f2e12a · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:09.164825Z

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 0e2347b3-2ccc-4117-b051-fce245139dd6 · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:09.192605Z

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 511029a1-05e6-4454-bb95-9cc0459983b1 · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:09.147022Z

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 aaf1eec1-ef83-4f8c-ac57-e0930e1845c8 · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:09.173970Z

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 84f4c1c7-dc5e-417a-a422-2efb9f488f84 · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:09.128504Z

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 c589ab60-657d-451d-82d8-2b2a1c1ab945 · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:09.157171Z

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 06bac741-d008-431f-9549-f37f04924907 · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:09.109978Z

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 c30dfc1b-6efa-4102-8cc1-4e78fa4f34a3 · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:09.136632Z

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 df25cbff-43b1-4f04-9c69-5f66d75941f8 · outbound

This paper cites Deep Learning Training in Facebook Data Centers: Design of Scale-up and Scale-out Systems.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Deep Learning Training in Facebook Data Centers: Design of Scale-up and Scale-out Systems

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-05T11:18:05.977709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c543f95d-a9e1-4dfb-b4f1-cc3c6f8ff1d0 · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:09.119520Z

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 e7752330-4434-406f-9b1a-01026748f982 · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:09.079976Z

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 b0c4c991-3fc1-4d41-9c79-eb45c85d6b29 · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:09.099439Z

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 9c542d90-9495-403d-9640-4480f9e3dd6c · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:09.061541Z

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 8715f107-f004-4254-a038-aba8258d86d2 · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:09.090412Z

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 765ae0c0-b50e-43ce-8c6e-43b1026fb99c · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:09.042657Z

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 8a442f66-80d8-472b-8a8c-19567b265a90 · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:09.070638Z

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 721ca9ea-a6c9-4c07-9488-2c6c492d69e3 · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:09.025376Z

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 337d4ec7-97ce-415b-8288-e8c24ba030e6 · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:09.053099Z

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 bdecd00a-6cf5-46ee-803b-9ffe30e3b0a5 · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:09.008767Z

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 1a70fb2b-e3d2-422e-aab5-ae0ef68ba3bc · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:09.034050Z

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 ec5ef549-1829-46dc-9e6d-01555a8f0b17 · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:08.990041Z

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 5163367d-5ffa-4460-a403-b94da042a604 · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:09.016792Z

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 d4368439-0855-40b9-86cb-f13387cb0125 · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:08.971191Z

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 1f9fefbc-0efe-474d-864a-9f1cad7e7d6f · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:08.999731Z

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 8b9b11c8-8cbe-43be-bb07-3eb2c68644b8 · outbound

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

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-05T11:18:07.601248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8533263a-9e83-4a31-a44d-f81d70b79c17 · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 54

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:08.980749Z

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 7ebde26c-f639-4595-bec5-41cf8ff961ba · outbound

This paper cites Using DeepSpeed and Megatron to Train Megatron-Turing NLG 530B, A Large-Scale Generative Language Model.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Using DeepSpeed and Megatron to Train Megatron-Turing NLG 530B, A Large-Scale Generative Language Model

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-05T11:18:08.081946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 123a33e6-db40-4924-be7b-83b2df557191 · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:08.963085Z

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 100e1d5b-895b-4ee2-b6fb-f926901f5f66 · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:08.927887Z

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 8eda9cae-3d95-474c-b535-4bad1d305802 · outbound

This paper cites ByteCheckpoint: A Unified Checkpointing System for Large Foundation Model Development.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training ByteCheckpoint: A Unified Checkpointing System for Large Foundation Model Development

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-05T11:18:08.427223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f32c56cc-0513-4d30-ab97-efbc50255f07 · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:08.946215Z

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 859539ea-0b94-4d45-8e77-064a0b651646 · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 60

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:08.908226Z

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 ed82b8ca-ef88-4335-ba5b-225ae5a76a0a · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 61

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:08.900082Z

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 a503df21-1da7-458e-a01b-36c623d3d75c · outbound

This paper cites Chakra: Advancing Performance Benchmarking and Co-design using Standardized Execution Traces.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Chakra: Advancing Performance Benchmarking and Co-design using Standardized Execution Traces

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-05T11:18:08.180894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f9ae70e-bc68-46f2-8087-1ad2e512adad · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 63

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:08.890157Z

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 e2380c7d-2471-4588-8ef6-343ebd43264b · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 64

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:08.881296Z

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 158d5844-c20d-4a5d-a295-227d4dfe37b8 · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 65

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:08.917511Z

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 09c92581-c825-46ed-bc9f-1794eea193b0 · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 66

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:08.861145Z

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 06a3eab0-e42f-4fa7-bb29-2626baa9a491 · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 67

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:08.852381Z

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 28c9762c-96d6-4cc9-a91e-73b672186d79 · outbound

This paper cites Cloud Atlas: Efficient Fault Localization for Cloud Systems using Language Models and Causal Insight.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Cloud Atlas: Efficient Fault Localization for Cloud Systems using Language Models and Causal Insight

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-05T11:18:08.557605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cc7efa1-388f-4400-a4b5-7d5d29c8381c · outbound

This paper cites PyTorch FSDP: Experiences on Scaling Fully Sharded Data Parallel.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training PyTorch FSDP: Experiences on Scaling Fully Sharded Data Parallel

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-05T11:18:08.578239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c5e8c52-cde9-4836-a1cc-f6a706f98572 · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 70

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:08.832510Z

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 488251a7-0f0b-4b15-9c88-0ecdbc328d41 · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 71

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:08.871193Z

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 f5cb1f90-860b-4a66-b60d-a934843ccf1e · outbound

This paper cites an unresolved cited work.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Unresolved cited work

Reference 74

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:18:08.841947Z

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 415b9dbc-6400-48e1-b248-860785d6aa8e · outbound

This paper cites In 4th USENIX Symposium on Networked Systems Design & Implementation (NSDI 07).

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training In 4th USENIX Symposium on Networked Systems Design & Implementation (NSDI 07)

Reference 2007

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:18:09.367335Z

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 365dc988-4c17-4dfd-b756-9c1554309df9 · outbound

This paper cites Technical report, Google, Inc (2010).

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training Technical report, Google, Inc (2010)

Reference 2010

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:18:08.936614Z

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 b8c61918-d421-4c61-88fb-b2ef784eba64 · outbound

This paper cites In SC20: International Conference for High Performance Computing, Networking, Storage and Analysis.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training In SC20: International Conference for High Performance Computing, Networking, Storage and Analysis

Reference 2020

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:18:08.954687Z

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 2711d803-962f-4499-9322-fef7b86aa82d · outbound

This paper cites In 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI 24).

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training In 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI 24)

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:18:09.238539Z

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 8fec8211-81b6-4869-96ac-737d264ec2c8 · outbound

This paper cites h/t_tps://pypi.org/project/py-spy/.

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training h/t_tps://pypi.org/project/py-spy/

Reference 2025

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:18:09.415074Z

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.

Pith citing papers

Observation a8c21dbb-a9aa-4e69-8638-551d7a79aad6 · inbound

MegaScale-Data: Scaling Dataloader for Multisource Large Foundation Model Training cites this paper.

MegaScale-Data: Scaling Dataloader for Multisource Large Foundation Model Training Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-22T21:15:09.626339Z

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.