Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T11:18:08.581545Z
Paper Citation Record · LEDGER
Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training
As of 18 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.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-22T21:12:22.201810Z
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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+00:00.