Paper Citation Record · LEDGER

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

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2410.13333.

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

pith.paper-citation-record.v1
2410.13333 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T06:04:35.453139Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T11:18:08.671149Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 082547a8-f895-45c3-9a47-7fe1f1ec5f78 · inbound

Adaptra: Straggler-Resilient Hybrid-Parallel Training with Pipeline Adaptation cites this paper.

Adaptra: Straggler-Resilient Hybrid-Parallel Training with Pipeline Adaptation Malleus: Straggler-Resilient Hybrid Parallel Training of Large-scale Models via Malleable Data and Model Parallelization

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-16T06:04:35.453139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e3d540f-cdd7-4f25-950c-7ca9b6de6820 · inbound

Understanding Stragglers in Large Model Training Using What-if Analysis cites this paper.

Understanding Stragglers in Large Model Training Using What-if Analysis Malleus: Straggler-Resilient Hybrid Parallel Training of Large-scale Models via Malleable Data and Model Parallelization

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T23:06:31.736064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 967a43e7-7539-4d18-b909-2acee01645f9 · inbound

Mycroft: Tracing Dependencies in Collective Communication Towards Reliable LLM Training cites this paper.

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 2026-08-19T06:32:44.657259+00:00.

Observation 23de6c5a-911e-4e22-9110-89a266246c62 · inbound

NIXT: A NCCL Inspector Exporter Tool for Observability of Collective Communication in Large Model Training cites this paper.

NIXT: A NCCL Inspector Exporter Tool for Observability of Collective Communication in Large Model Training Malleus: Straggler-Resilient Hybrid Parallel Training of Large-scale Models via Malleable Data and Model Parallelization

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T00:12:25.036677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.