Paper Citation Record · LEDGER

Decentralized Federated Learning: A Segmented Gossip Approach

As of 19 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 8 inbound Pith citation observations for arXiv:1908.07782.

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

pith.paper-citation-record.v1
1908.07782 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T12:02:21.419236Z

measured 26 of 26 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 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T18:31:21.766544Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-25T05:36:40.195587Z

Reference resolution

18 of 18 outbound references displayed

verified exact0
verified fuzzy16
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 87594b93-622d-4eb4-8be5-3239d5f26f87 · outbound

This paper cites Tensorﬂow: a system for large-scale machine learn- ing.

Decentralized Federated Learning: A Segmented Gossip Approach Tensorﬂow: a system for large-scale machine learn- ing

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:02:21.660627Z

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.

Observation 3ae39990-65ff-4e3e-bbb1-93d6f56d563e · outbound

This paper cites Towards Federated Learning at Scale: System Design.

Decentralized Federated Learning: A Segmented Gossip Approach Towards Federated Learning at Scale: System Design

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-14T12:02:21.361003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7dfc3ed9-c3eb-4d6c-b4f0-91f29b3064ec · outbound

This paper cites Gossip-based ad hoc routing.

Decentralized Federated Learning: A Segmented Gossip Approach Gossip-based ad hoc routing

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:02:21.595297Z

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.

Observation f97a1acb-23d0-4b00-889b-5dbffc193d48 · outbound

This paper cites Federated optimization: Dis- tributed optimization beyond the datacenter.arXiv: Learn- ing,.

Decentralized Federated Learning: A Segmented Gossip Approach Federated optimization: Dis- tributed optimization beyond the datacenter.arXiv: Learn- ing,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:02:21.571861Z

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.

Observation f4de84fc-82d4-4a34-85e1-5553e0e27d89 · outbound

This paper cites Scaling distributed machine learning with the parameter server.

Decentralized Federated Learning: A Segmented Gossip Approach Scaling distributed machine learning with the parameter server

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:02:21.558436Z

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.

Observation 7472a82f-0aad-4d24-82a8-33cc3326c827 · outbound

This paper cites Malt: distributed data-parallelism for ex- isting ml applications.

Decentralized Federated Learning: A Segmented Gossip Approach Malt: distributed data-parallelism for ex- isting ml applications

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:02:21.544526Z

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.

Observation eeb39a6d-af33-4656-afcf-1745aa034b90 · outbound

This paper cites Brendan McMahan, Eider Moore, Daniel Ramage, Seth Hampson, and Blaise Ag¨uera y Arcas.

Decentralized Federated Learning: A Segmented Gossip Approach Brendan McMahan, Eider Moore, Daniel Ramage, Seth Hampson, and Blaise Ag¨uera y Arcas

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:02:21.529249Z

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.

Observation 7f6914ef-9290-4dd3-82fd-381a589fcd36 · outbound

This paper cites Bandwidth optimal all-reduce algorithms for clusters of workstations.

Decentralized Federated Learning: A Segmented Gossip Approach Bandwidth optimal all-reduce algorithms for clusters of workstations

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:02:21.506225Z

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.

Observation 8cf9ce05-e68d-4c6f-ba05-2bed506aa953 · outbound

This paper cites Ako: Decentralised deep learning with partial gradient ex- change.

Decentralized Federated Learning: A Segmented Gossip Approach Ako: Decentralised deep learning with partial gradient ex- change

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:02:21.479920Z

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.

Observation 8c067450-800c-400a-a763-6e9beec2a56e · outbound

This paper cites Deep residual learning for image recog- nition.

Decentralized Federated Learning: A Segmented Gossip Approach Deep residual learning for image recog- nition

Reference 2002

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:02:21.583394Z

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.

Observation caa85504-08b7-4245-85e2-0ac0134950ec · outbound

This paper cites Global analytics in the face of bandwidth and regulatory constraints.

Decentralized Federated Learning: A Segmented Gossip Approach Global analytics in the face of bandwidth and regulatory constraints

Reference 2009

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:02:21.492925Z

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.

Observation 45f80ae4-c11e-4272-b8fa-0fd17b670de2 · outbound

This paper cites Gossip training for deep learn- ing.

Decentralized Federated Learning: A Segmented Gossip Approach Gossip training for deep learn- ing

Reference 2013

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:02:21.628408Z

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.

Observation f82d525d-d7f6-4fc3-baa0-f7b8c69d96cf · outbound

This paper cites A peer-to-peer recom- mender system for self-emerging user communities based on gossip overlays.

Decentralized Federated Learning: A Segmented Gossip Approach A peer-to-peer recom- mender system for self-emerging user communities based on gossip overlays

Reference 2014

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:02:21.638922Z

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.

Observation b186d5bf-3ec9-4af9-a0ad-ad8f1889b506 · outbound

This paper cites Federated Learning: Strategies for Improving Communication Efficiency.

Decentralized Federated Learning: A Segmented Gossip Approach Federated Learning: Strategies for Improving Communication Efficiency

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-14T12:02:21.390543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1350ef14-e81c-4769-a5e3-f2894c12d0f4 · outbound

This paper cites A reliable effec- tive terascale linear learning system.

Decentralized Federated Learning: A Segmented Gossip Approach A reliable effec- tive terascale linear learning system

Reference 2016

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:02:21.649838Z

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.

Observation a8edba08-11cd-43e8-81a4-7bdd8a5ec8e5 · outbound

This paper cites Sparknet: Training deep networks in spark.

Decentralized Federated Learning: A Segmented Gossip Approach Sparknet: Training deep networks in spark

Reference 2017

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:02:21.518128Z

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.

Observation b33e2e1c-e76d-44a9-bbca-b24b560197a2 · outbound

This paper cites Bert: Pre-training of deep bidirectional transformers for language understand- ing.

Decentralized Federated Learning: A Segmented Gossip Approach Bert: Pre-training of deep bidirectional transformers for language understand- ing

Reference 2018

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:02:21.606727Z

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.

Observation 35f2d1f2-2228-4b7f-9e98-e422eb5611b6 · outbound

This paper cites Gossipgrad: Scalable deep learning using gossip com- munication based asynchronous gradient descent.

Decentralized Federated Learning: A Segmented Gossip Approach Gossipgrad: Scalable deep learning using gossip com- munication based asynchronous gradient descent

Reference 2019

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:02:21.617802Z

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.

Pith citing papers

Observation 9ede4356-ea50-4b53-ab66-13037709a757 · inbound

Protocol Learning, Decentralized Frontier Risk and the No-Off Problem cites this paper.

Protocol Learning, Decentralized Frontier Risk and the No-Off Problem Decentralized Federated Learning: A Segmented Gossip Approach

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T18:31:21.766544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50959e0b-2599-4d53-a224-a33a9e4f153e · inbound

Distributed Learning and Inference Systems: A Networking Perspective cites this paper.

Distributed Learning and Inference Systems: A Networking Perspective Decentralized Federated Learning: A Segmented Gossip Approach

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T21:16:15.686647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c7b5847-2ef5-4dc1-b02b-59751658d22c · inbound

Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning cites this paper.

Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning Decentralized Federated Learning: A Segmented Gossip Approach

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T04:31:41.989086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3b6c8ba-0609-47e9-80f6-4c66f771695d · inbound

DFCA: Decentralized Federated Clustering Algorithm cites this paper.

DFCA: Decentralized Federated Clustering Algorithm Decentralized Federated Learning: A Segmented Gossip Approach

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T09:30:12.025001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29bfe5f8-85fc-4a5e-a094-aa299c01736a · inbound

FIRMA: FIbonacci Ring Model Aggregation for Privacy-preserving Federated Learning cites this paper.

FIRMA: FIbonacci Ring Model Aggregation for Privacy-preserving Federated Learning Decentralized Federated Learning: A Segmented Gossip Approach

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-25T05:36:40.197803Z

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.

Observation 3b61cb45-8c98-412d-adf1-b457a9595dd3 · inbound

Decentralised Federated Learning over Temporal Networks: The Role of Heterogeneities cites this paper.

Decentralised Federated Learning over Temporal Networks: The Role of Heterogeneities Decentralized Federated Learning: A Segmented Gossip Approach

Reference 39

Resolution: unresolved; no resolver link, observed 2026-07-12T04:22:38.525338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b816dfc8-3459-4c3c-a6fa-827b054757a9 · inbound

Reputation-driven Cooperation in Lattice-based Decentralized Federated Learning through Evolutionary Game Theory cites this paper.

Reputation-driven Cooperation in Lattice-based Decentralized Federated Learning through Evolutionary Game Theory Decentralized Federated Learning: A Segmented Gossip Approach

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T00:30:52.821227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b4c8f29-31e1-48c3-a43a-788e6370b41c · inbound

Stream Learning: Partition-Fair Gossip Learning Without Tokens cites this paper.

Stream Learning: Partition-Fair Gossip Learning Without Tokens Decentralized Federated Learning: A Segmented Gossip Approach

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T17:56:15.188894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.