Paper Citation Record · LEDGER

Server-Side Local Gradient Averaging and Learning Rate Acceleration for Scalable Split Learning

As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2112.05929.

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

pith.paper-citation-record.v1
2112.05929 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:46:32.494379Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T11:55:42.424790Z

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 b4a498e9-8335-4a7f-a98a-1677841edce3 · inbound

Federated Split Learning with Model Pruning and Gradient Quantization in Wireless Networks cites this paper.

Federated Split Learning with Model Pruning and Gradient Quantization in Wireless Networks Server-Side Local Gradient Averaging and Learning Rate Acceleration for Scalable Split Learning

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-11T19:45:32.363143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a089db75-9761-444a-aab6-32c0ac8c1999 · inbound

HSplitLoRA: A Heterogeneous Split Parameter-Efficient Fine-Tuning Framework for Large Language Models cites this paper.

HSplitLoRA: A Heterogeneous Split Parameter-Efficient Fine-Tuning Framework for Large Language Models Server-Side Local Gradient Averaging and Learning Rate Acceleration for Scalable Split Learning

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-16T00:46:32.494379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb37b700-7e46-4ce7-9177-5069f3bb0961 · inbound

P3SL: Personalized Privacy-Preserving Split Learning on Heterogeneous Edge Devices cites this paper.

P3SL: Personalized Privacy-Preserving Split Learning on Heterogeneous Edge Devices Server-Side Local Gradient Averaging and Learning Rate Acceleration for Scalable Split Learning

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T14:58:28.372116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4abfd08b-a7c8-4023-a706-1775e257a35e · inbound

GAPSL: A Gradient-Aligned Parallel Split Learning over Data-Heterogeneous Edge Computing Systems cites this paper.

GAPSL: A Gradient-Aligned Parallel Split Learning over Data-Heterogeneous Edge Computing Systems Server-Side Local Gradient Averaging and Learning Rate Acceleration for Scalable Split Learning

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-04T05:51:35.185665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e96f319-bf09-4bdb-8442-6b45afc04da9 · inbound

A Survey on Split Learning for LLM Fine-Tuning: Models, Systems, and Privacy Optimizations cites this paper.

A Survey on Split Learning for LLM Fine-Tuning: Models, Systems, and Privacy Optimizations Server-Side Local Gradient Averaging and Learning Rate Acceleration for Scalable Split Learning

Reference 108

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:26:13.943410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b8cea7d4-6d7e-4e81-8187-85b9b1d9283a · inbound

AC$^2$P$^2$SL: Adaptive Communication-Computation Pipeline Parallel Split Learning over Edge Networks cites this paper.

AC$^2$P$^2$SL: Adaptive Communication-Computation Pipeline Parallel Split Learning over Edge Networks Server-Side Local Gradient Averaging and Learning Rate Acceleration for Scalable Split Learning

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-07-01T11:55:42.427517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.