Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
BigMac: A Communication-Efficient Mixture-of-Experts Model Structure for Fast Training and Inference
As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2502.16927.
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 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-01T00:15:01.965859Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-11T18:51:07.564019Z
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 4669e25f-9778-46c1-ac27-d0dcf08bf10b · inbound
Federation of Experts: Communication Efficient Distributed Inference for Large Language Models cites this paper.
Federation of Experts: Communication Efficient Distributed Inference for Large Language Models BigMac: A Communication-Efficient Mixture-of-Experts Model Structure for Fast Training and Inference
Reference 14
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T18:51:07.568634Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f98a4b36-83ef-4924-aa47-5913d0c2e917 · inbound
Incast-Free MoE Rate-Based Scheduling cites this paper.
Incast-Free MoE Rate-Based Scheduling BigMac: A Communication-Efficient Mixture-of-Experts Model Structure for Fast Training and Inference
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T00:15:01.965859Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.