Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Maximizing Parallelism in Distributed Training for Huge Neural Networks
As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2105.14450.
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 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T15:18:09.169550Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T17:55:12.935227Z
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 64bc5af2-2650-482d-8c20-a9a99785f031 · inbound
DeepCEE: Efficient Cross-Region Model Distributed Training System under Heterogeneous GPUs and Networks cites this paper.
DeepCEE: Efficient Cross-Region Model Distributed Training System under Heterogeneous GPUs and Networks Maximizing Parallelism in Distributed Training for Huge Neural Networks
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:18:09.169550Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 16c73e13-a6d2-4f21-b730-3382a05f53b1 · inbound
TPLA: Tensor Parallel Latent Attention for Efficient Disaggregated Prefill and Decode Inference cites this paper.
TPLA: Tensor Parallel Latent Attention for Efficient Disaggregated Prefill and Decode Inference Maximizing Parallelism in Distributed Training for Huge Neural Networks
Reference 48
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T17:55:13.001003Z
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.