Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Efficient and Robust Parallel DNN Training through Model Parallelism on Multi-GPU Platform
As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:1809.02839.
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 2026-08-16T04:33:18.119891Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-02T16:57:09.414715Z
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 a9f70b44-adca-4f76-9177-b3c6defd25a8 · inbound
Priority-Aware Model-Distributed Inference at Edge Networks cites this paper.
Priority-Aware Model-Distributed Inference at Edge Networks Efficient and Robust Parallel DNN Training through Model Parallelism on Multi-GPU Platform
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T14:12:32.692315Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3fd4e7a3-dcb0-40dc-9765-de4d9b5941d9 · inbound
Nesterov Method for Asynchronous Pipeline Parallel Optimization cites this paper.
Nesterov Method for Asynchronous Pipeline Parallel Optimization Efficient and Robust Parallel DNN Training through Model Parallelism on Multi-GPU Platform
Reference 2015
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T04:33:18.119891Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d24732bd-f917-4735-aaf3-297cf917e126 · inbound
EfficientLLM: Efficiency in Large Language Models cites this paper.
EfficientLLM: Efficiency in Large Language Models Efficient and Robust Parallel DNN Training through Model Parallelism on Multi-GPU Platform
Reference 242
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:13:38.331260Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 14bde1c9-433b-453a-8ca4-c658c49ce72e · inbound
Efficient Training on Multiple Consumer GPUs with RoundPipe cites this paper.
Efficient Training on Multiple Consumer GPUs with RoundPipe Efficient and Robust Parallel DNN Training through Model Parallelism on Multi-GPU Platform
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T09:31:26.836229Z
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 a5f17598-e62b-4a0f-bb74-5696981623ed · inbound
Breaking the Bubble: Asynchronous Pipeline Parallel Training with Bounded Weight Inconsistency cites this paper.
Breaking the Bubble: Asynchronous Pipeline Parallel Training with Bounded Weight Inconsistency Efficient and Robust Parallel DNN Training through Model Parallelism on Multi-GPU Platform
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T16:57:09.416353Z
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.