Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Detailed comparison of communication efficiency of split learning and federated learning
As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:1909.09145.
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 2026-08-07T15:00:43.770913Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-01T22:16:15.703859Z
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 eb1c0125-c6a0-48cc-a388-96c8f7f61014 · inbound
Navigating the Edge-Cloud Continuum: A State-of-Practice Survey cites this paper.
Navigating the Edge-Cloud Continuum: A State-of-Practice Survey Detailed comparison of communication efficiency of split learning and federated learning
Reference 164
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:00:43.770913Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 14eae9eb-b234-4be1-8b8c-f0bf79e4aa9a · inbound
Federated Split Learning with Improved Communication and Storage Efficiency cites this paper.
Federated Split Learning with Improved Communication and Storage Efficiency Detailed comparison of communication efficiency of split learning and federated learning
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:31:31.738488Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 61f42bfa-1cd0-48cc-820e-13deb8e2227c · inbound
ProtoGuard-SL: Prototype Consistency Based Backdoor Defense for Vertical Split Learning cites this paper.
ProtoGuard-SL: Prototype Consistency Based Backdoor Defense for Vertical Split Learning Detailed comparison of communication efficiency of split learning and federated learning
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-07-13T12:53:49.802978Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 72215337-6b08-4127-a149-b8bbec8e365a · inbound
QSplitFL: Capability Aware Deep Q-Learning for Optimal Split Point Selection in Split Federated Learning cites this paper.
QSplitFL: Capability Aware Deep Q-Learning for Optimal Split Point Selection in Split Federated Learning Detailed comparison of communication efficiency of split learning and federated learning
Reference 26
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T22:16:15.705337Z
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.
Observation cf91a009-e3e0-410a-ac2d-1003f0c4c504 · inbound
AutoEncoder-Compressed Parallel Split Learning for Pre-trained Model Fine-Tuning cites this paper.
AutoEncoder-Compressed Parallel Split Learning for Pre-trained Model Fine-Tuning Detailed comparison of communication efficiency of split learning and federated learning
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T16:41:39.017914Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.