Paper Citation Record · LEDGER

Degree of Staleness-Aware Data Updating in Federated Learning

As of 20 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2508.16931.

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

pith.paper-citation-record.v1
2508.16931 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T17:10:25.085545Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

32 of 32 outbound references displayed

verified exact0
verified fuzzy11
unresolved21
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bc7cc74f-20ae-4e8b-bd87-3a24dbeccef6 · outbound

This paper cites Federated Learning Based on Dynamic Regularization.

Degree of Staleness-Aware Data Updating in Federated Learning Federated Learning Based on Dynamic Regularization

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T17:10:25.013084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00036df7-1dc0-4fce-8ae5-93784c3701c8 · outbound

This paper cites Al-Huthaifi, T.

Degree of Staleness-Aware Data Updating in Federated Learning Al-Huthaifi, T

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:10:25.301569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 126be921-df59-4402-9219-806f54bc0e8c · outbound

This paper cites Badar, S.

Degree of Staleness-Aware Data Updating in Federated Learning Badar, S

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:10:25.295548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation bf797b08-e7ed-44cc-816a-b50768a5f3a0 · outbound

This paper cites an unresolved cited work.

Degree of Staleness-Aware Data Updating in Federated Learning Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-05T17:10:25.289768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 8e3a7898-a4e7-4044-8182-b2e930a58d27 · outbound

This paper cites an unresolved cited work.

Degree of Staleness-Aware Data Updating in Federated Learning Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-05T17:10:25.283370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 405478da-342d-43c1-b4df-12ff6bc14474 · outbound

This paper cites an unresolved cited work.

Degree of Staleness-Aware Data Updating in Federated Learning Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-05T17:10:25.277566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e0e16170-eae7-41ad-98d2-03e17ae5d7f6 · outbound

This paper cites an unresolved cited work.

Degree of Staleness-Aware Data Updating in Federated Learning Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-05T17:10:25.271249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation eb619dc7-a18a-4661-b739-ffb9c8bb7724 · outbound

This paper cites Huang, Q.

Degree of Staleness-Aware Data Updating in Federated Learning Huang, Q

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:10:25.265423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 808b40e2-8c4d-4502-bccb-f869a9755bf0 · outbound

This paper cites an unresolved cited work.

Degree of Staleness-Aware Data Updating in Federated Learning Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-05T17:10:25.259648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 603e7196-4cb3-49f7-9144-12e0cde7ce4d · outbound

This paper cites an unresolved cited work.

Degree of Staleness-Aware Data Updating in Federated Learning Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-05T17:10:25.253802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 120778ae-7703-4fda-9ed1-f577db52676f · outbound

This paper cites an unresolved cited work.

Degree of Staleness-Aware Data Updating in Federated Learning Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-05T17:10:25.247591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation fb5db690-b85a-4b16-ad2d-50051d12bb6f · outbound

This paper cites On the Convergence of FedAvg on Non-IID Data.

Degree of Staleness-Aware Data Updating in Federated Learning On the Convergence of FedAvg on Non-IID Data

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T17:10:25.040749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fbb9795-83f7-40be-9111-8d0aa6f33d93 · outbound

This paper cites an unresolved cited work.

Degree of Staleness-Aware Data Updating in Federated Learning Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-05T17:10:25.241606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c011cb50-2c25-4b0e-84c9-a225dd836c4c · outbound

This paper cites McMahan, E.

Degree of Staleness-Aware Data Updating in Federated Learning McMahan, E

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:10:25.235128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 01ad3a7f-bcd0-43c0-9af3-42383b082d5d · outbound

This paper cites an unresolved cited work.

Degree of Staleness-Aware Data Updating in Federated Learning Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-05T17:10:25.229367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4e07fa51-eb8b-4ce7-9ac2-56c6f78a66e0 · outbound

This paper cites Pfitzner, N.

Degree of Staleness-Aware Data Updating in Federated Learning Pfitzner, N

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:10:25.223078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b89656ed-300c-45aa-8a18-a2976e98b8b1 · outbound

This paper cites an unresolved cited work.

Degree of Staleness-Aware Data Updating in Federated Learning Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-05T17:10:25.217144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 66f3d6d4-1444-4b61-867e-3e7a89d3f828 · outbound

This paper cites Shiri, J.

Degree of Staleness-Aware Data Updating in Federated Learning Shiri, J

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:10:25.211205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2468a988-f163-4ef8-b252-f9cccff87318 · outbound

This paper cites Srinivas, A.

Degree of Staleness-Aware Data Updating in Federated Learning Srinivas, A

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:10:25.205385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 44bde11c-f550-426e-bbe0-7c519dc27a07 · outbound

This paper cites an unresolved cited work.

Degree of Staleness-Aware Data Updating in Federated Learning Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-05T17:10:25.199612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7015a2cc-38b4-40f1-8ea4-e522be57af4a · outbound

This paper cites Tripathi and E.

Degree of Staleness-Aware Data Updating in Federated Learning Tripathi and E

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:10:25.192908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f6dd387d-85ab-47dd-9ee4-3725dd51b0b7 · outbound

This paper cites Wang and L.

Degree of Staleness-Aware Data Updating in Federated Learning Wang and L

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:10:25.186692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e5e3e721-6ab9-4f3c-b895-0482f330a1e1 · outbound

This paper cites Wang and L.

Degree of Staleness-Aware Data Updating in Federated Learning Wang and L

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:10:25.180627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 557e11b5-8981-4af6-9f1a-b423835292bb · outbound

This paper cites an unresolved cited work.

Degree of Staleness-Aware Data Updating in Federated Learning Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-05T17:10:25.174389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6215c668-60de-4b08-972d-b58bcab3f0a3 · outbound

This paper cites an unresolved cited work.

Degree of Staleness-Aware Data Updating in Federated Learning Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-05T17:10:25.167920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 42a4781f-ef3f-4294-ab09-c661e3c9a00c · outbound

This paper cites an unresolved cited work.

Degree of Staleness-Aware Data Updating in Federated Learning Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-05T17:10:25.161105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7c53dc51-20c2-4562-9bf1-98faae977b55 · outbound

This paper cites an unresolved cited work.

Degree of Staleness-Aware Data Updating in Federated Learning Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-05T17:10:25.154023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6cc32a44-4291-4478-b677-81641113b2b3 · outbound

This paper cites Parallel Restarted SGD with Faster Convergence and Less Communication: Demystifying Why Model Averaging Works for Deep Learning.

Degree of Staleness-Aware Data Updating in Federated Learning Parallel Restarted SGD with Faster Convergence and Less Communication: Demystifying Why Model Averaging Works for Deep Learning

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-05T17:10:25.076154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5f31571-d42b-45c8-8997-db24efbd44a9 · outbound

This paper cites an unresolved cited work.

Degree of Staleness-Aware Data Updating in Federated Learning Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-05T17:10:25.147151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4183fa9c-db5e-49ed-92ad-16441146969c · outbound

This paper cites an unresolved cited work.

Degree of Staleness-Aware Data Updating in Federated Learning Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-05T17:10:25.140117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 78570066-3381-44f6-90bc-0799508f525e · outbound

This paper cites Zhang, Q.

Degree of Staleness-Aware Data Updating in Federated Learning Zhang, Q

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:10:25.133417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b368475b-dc2d-4023-9cef-00a485b0f0c9 · outbound

This paper cites an unresolved cited work.

Degree of Staleness-Aware Data Updating in Federated Learning Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-05T17:10:25.126349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

No inbound Pith citation observations are available.