Pith. sign in

Paper Citation Record · LEDGER

DFedSat: Communication-Efficient and Robust Decentralized Federated Learning for LEO Satellite Constellations

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2407.05850.

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

pith.paper-citation-record.v1
2407.05850 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T13:56:46.477606Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T19:13:01.792150Z

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 76f861a7-b9e5-45a0-a67a-fac17b59f32a · inbound

Brain-Inspired Decentralized Satellite Learning in Space Computing Power Networks cites this paper.

Brain-Inspired Decentralized Satellite Learning in Space Computing Power Networks DFedSat: Communication-Efficient and Robust Decentralized Federated Learning for LEO Satellite Constellations

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-10T13:56:46.477606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:56:46.477606Z digest=sha256:998632c5c584d15f113d2aa2f36ca660f6a04f66d0bb7e2ab18773c509ccbcee

Observation d6d36221-9d05-4d51-95a7-d393c32a6402 · inbound

FedRings: A Scalable and Topology-Aware Federated Learning Framework for LEO Satellite Constellations cites this paper.

FedRings: A Scalable and Topology-Aware Federated Learning Framework for LEO Satellite Constellations DFedSat: Communication-Efficient and Robust Decentralized Federated Learning for LEO Satellite Constellations

Reference 20

Resolution
verified exact
local_arxiv, observed 2026-08-05T19:13:01.850422Z

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.

source=pdf_text observed=2026-08-05T19:13:00.843681Z digest=sha256:27efb023fcda65161ff444673db79b22b039caede359008e2a20b7a5a9e9df3e