Paper Citation Record · LEDGER

Caching Techniques for Reducing the Communication Cost of Federated Learning in IoT Environments

As of 9 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:2507.17772.

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

pith.paper-citation-record.v1
2507.17772 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:55:08.083856Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

23 of 23 outbound references displayed

verified exact0
verified fuzzy14
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9bf3f8cf-e48f-4414-bf18-9b2bd5605840 · outbound

This paper cites Communication-efficient learning of deep networks from decentralized data,.

Caching Techniques for Reducing the Communication Cost of Federated Learning in IoT Environments Communication-efficient learning of deep networks from decentralized data,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T15:55:07.971956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4743a989-df5b-485e-9e73-c1e65bf7a6a0 · outbound

This paper cites Machine learning-based cache replacement policies: A survey,.

Caching Techniques for Reducing the Communication Cost of Federated Learning in IoT Environments Machine learning-based cache replacement policies: A survey,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:55:08.532613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f3379908-5697-4dd0-b2f3-06c9c919e1af · outbound

This paper cites Learning multiple layers of features from tiny images,.

Caching Techniques for Reducing the Communication Cost of Federated Learning in IoT Environments Learning multiple layers of features from tiny images,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T15:55:07.989018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6870054-96e4-480e-98d4-870bec6528c9 · outbound

This paper cites Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training.

Caching Techniques for Reducing the Communication Cost of Federated Learning in IoT Environments Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T15:55:07.994037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a9151ae-4c46-480b-bf24-40072818a9f7 · outbound

This paper cites Terngrad: Ternary gradients to reduce communication in distributed deep learning,.

Caching Techniques for Reducing the Communication Cost of Federated Learning in IoT Environments Terngrad: Ternary gradients to reduce communication in distributed deep learning,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:55:08.504075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e5b0b88a-a80e-45bf-aab5-1519fe6b17a1 · outbound

This paper cites In-edge ai: Intelligentizing mobile edge computing, caching and communication by federated learning,.

Caching Techniques for Reducing the Communication Cost of Federated Learning in IoT Environments In-edge ai: Intelligentizing mobile edge computing, caching and communication by federated learning,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:55:08.488045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2ce8dbfe-5f50-4320-bb58-ae6203e584a5 · outbound

This paper cites Achieving optimal cache utility in con- strained wireless networks through federated learning,.

Caching Techniques for Reducing the Communication Cost of Federated Learning in IoT Environments Achieving optimal cache utility in con- strained wireless networks through federated learning,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:55:08.471576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8e2a88c9-a252-4c86-b66a-763c6a3045b6 · outbound

This paper cites Federated edge intelligence and edge caching mechanisms. information 2023, 14, 414,.

Caching Techniques for Reducing the Communication Cost of Federated Learning in IoT Environments Federated edge intelligence and edge caching mechanisms. information 2023, 14, 414,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:55:08.455658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ef22bd62-e914-4836-b402-e26cb591fbf8 · outbound

This paper cites Cache- enabled federated learning systems,.

Caching Techniques for Reducing the Communication Cost of Federated Learning in IoT Environments Cache- enabled federated learning systems,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:55:08.439326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 169baf3c-c33a-40c9-a42e-9a81b7db5246 · outbound

This paper cites Fedcache: A knowledge cache-driven federated learning architecture for personalized edge intelligence,.

Caching Techniques for Reducing the Communication Cost of Federated Learning in IoT Environments Fedcache: A knowledge cache-driven federated learning architecture for personalized edge intelligence,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:55:08.417734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f5a37219-e844-40da-88a2-f61d4b29ec66 · outbound

This paper cites Flower: A Friendly Federated Learning Research Framework.

Caching Techniques for Reducing the Communication Cost of Federated Learning in IoT Environments Flower: A Friendly Federated Learning Research Framework

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T15:55:08.027671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b749b46-3c3a-4833-be46-d0bb49a87601 · outbound

This paper cites Jetson nano developer kit,.

Caching Techniques for Reducing the Communication Cost of Federated Learning in IoT Environments Jetson nano developer kit,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:55:08.402589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4302fcf4-ae0a-435c-bd3f-e650ab2bc637 · outbound

This paper cites Raspberry pi 4 model b,.

Caching Techniques for Reducing the Communication Cost of Federated Learning in IoT Environments Raspberry pi 4 model b,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:55:08.386555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2b4956a2-9901-4350-ace4-ec3b3f4a453c · outbound

This paper cites Chameleon: A large-scale, reconfigurable exper- imental environment for cloud research,.

Caching Techniques for Reducing the Communication Cost of Federated Learning in IoT Environments Chameleon: A large-scale, reconfigurable exper- imental environment for cloud research,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:55:08.368211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c71aa656-eff2-48e8-b282-e8635eeb002c · outbound

This paper cites Image- based crop disease detection with federated learning,.

Caching Techniques for Reducing the Communication Cost of Federated Learning in IoT Environments Image- based crop disease detection with federated learning,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:55:08.351808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7e833904-c8e8-423e-98d5-95cfb3e83187 · outbound

This paper cites Python system and process utilities,.

Caching Techniques for Reducing the Communication Cost of Federated Learning in IoT Environments Python system and process utilities,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:55:08.335709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2cdfb308-fd57-4e0b-a29f-942479eaa63a · outbound

This paper cites Wireshark: Go deep,.

Caching Techniques for Reducing the Communication Cost of Federated Learning in IoT Environments Wireshark: Go deep,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:55:08.319652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7618c05b-3c64-4a81-8f0f-5fd17fa574ab · outbound

This paper cites Tcpdump & libpcap,.

Caching Techniques for Reducing the Communication Cost of Federated Learning in IoT Environments Tcpdump & libpcap,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:55:08.304194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bcbb425d-e21e-4b10-9b7a-f036a37fe1ec · outbound

This paper cites Lung and Colon Cancer Histopathological Image Dataset (LC25000).

Caching Techniques for Reducing the Communication Cost of Federated Learning in IoT Environments Lung and Colon Cancer Histopathological Image Dataset (LC25000)

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T15:55:08.065532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9c568b2-1232-4800-bbaa-d3f4b067cb5d · outbound

This paper cites MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications.

Caching Techniques for Reducing the Communication Cost of Federated Learning in IoT Environments MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T15:55:08.072006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be5f11fa-e9cb-4650-91ee-939eb377e5ab · outbound

This paper cites Efficientnet: Rethinking model scaling for con- volutional neural networks,.

Caching Techniques for Reducing the Communication Cost of Federated Learning in IoT Environments Efficientnet: Rethinking model scaling for con- volutional neural networks,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T15:55:08.078650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7c64920-611b-4039-aefa-f55e0e451390 · outbound

This paper cites Densely connected convolutional networks,.

Caching Techniques for Reducing the Communication Cost of Federated Learning in IoT Environments Densely connected convolutional networks,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T15:55:08.083856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb6ce0b2-249c-4789-a91a-c3b000675bc3 · outbound

This paper cites Available: https://doi.org/10.35940/ijeat.F2907.0810621.

Caching Techniques for Reducing the Communication Cost of Federated Learning in IoT Environments Available: https://doi.org/10.35940/ijeat.F2907.0810621

Reference 2021

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T15:55:08.266412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.