Paper Citation Record · LEDGER

Distributed Learning and Inference Systems: A Networking Perspective

As of 19 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2501.05323.

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

pith.paper-citation-record.v1
2501.05323 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:16:15.726670Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

15 of 15 outbound references displayed

verified exact0
verified fuzzy11
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 46a82d98-a925-45cf-a7c7-2f8dd85d80ce · outbound

This paper cites ChatGPT is not all you need. A State of the Art Review of large Generative AI models.

Distributed Learning and Inference Systems: A Networking Perspective ChatGPT is not all you need. A State of the Art Review of large Generative AI models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T21:16:15.655941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adc8eb80-66d7-45f9-9558-3c179ec68fec · outbound

This paper cites A survey on federated learning: The journey from centralized to distributed on-site learning and beyond,.

Distributed Learning and Inference Systems: A Networking Perspective A survey on federated learning: The journey from centralized to distributed on-site learning and beyond,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:16:15.985249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 838875d4-e104-4e5e-9581-d83b0cc3c2ff · outbound

This paper cites Continual Learning and Catastrophic Forgetting.

Distributed Learning and Inference Systems: A Networking Perspective Continual Learning and Catastrophic Forgetting

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T21:16:15.666097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e78ebaf-078d-46e7-b1b4-014cfca33043 · outbound

This paper cites Mobile gener- ative ai: Opportunities and challenges,.

Distributed Learning and Inference Systems: A Networking Perspective Mobile gener- ative ai: Opportunities and challenges,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:16:15.969833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6c40c037-c970-42cb-8a10-b1766a185623 · outbound

This paper cites Advances and open problems in federated learning,.

Distributed Learning and Inference Systems: A Networking Perspective Advances and open problems in federated learning,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:16:15.953946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 27f7ef5e-f78e-41ba-9a30-2a47c7e79997 · outbound

This paper cites Distributed learning in wireless networks: Recent progress and future challenges,.

Distributed Learning and Inference Systems: A Networking Perspective Distributed learning in wireless networks: Recent progress and future challenges,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T21:16:15.681105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

This paper cites Decentralized Federated Learning: A Segmented Gossip Approach.

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 005fea28-c580-4a1e-ab2f-8d35249dd7a4 · outbound

This paper cites A survey on distributed machine learning,.

Distributed Learning and Inference Systems: A Networking Perspective A survey on distributed machine learning,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:16:15.926251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 85107cef-27c8-4be6-8953-3156b22b4b60 · outbound

This paper cites Collaborative inference for ai-empowered iot devices,.

Distributed Learning and Inference Systems: A Networking Perspective Collaborative inference for ai-empowered iot devices,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:16:15.910370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e3d028c3-6255-4f05-9e5d-05517952fd5a · outbound

This paper cites Model-distributed inference in multi-source edge networks,.

Distributed Learning and Inference Systems: A Networking Perspective Model-distributed inference in multi-source edge networks,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:16:15.893399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a1597a74-d958-4988-bb59-3f217f2a625b · outbound

This paper cites A survey: Distributed machine learning for 5g and beyond,.

Distributed Learning and Inference Systems: A Networking Perspective A survey: Distributed machine learning for 5g and beyond,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:16:15.875053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5b5c4199-8d8c-4e96-b242-d70909211249 · outbound

This paper cites Joint foundation model caching and inference of generative ai services for edge intelligence,.

Distributed Learning and Inference Systems: A Networking Perspective Joint foundation model caching and inference of generative ai services for edge intelligence,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:16:15.859125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 89d9d152-2cdd-48cc-a35a-1c91444af665 · outbound

This paper cites Tram-fl: Routing-based model training for decentralized federated learning,.

Distributed Learning and Inference Systems: A Networking Perspective Tram-fl: Routing-based model training for decentralized federated learning,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:16:15.844155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 377dbfd2-902d-4bfc-b0b0-4268cbc51a52 · outbound

This paper cites Progressive digital twinning of 6g and beyond: Vision, challenges, and research directions,.

Distributed Learning and Inference Systems: A Networking Perspective Progressive digital twinning of 6g and beyond: Vision, challenges, and research directions,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:16:15.826907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 064785f5-e2d8-4518-936a-998d9e4c3ab3 · outbound

This paper cites A comprehensive survey of neural architecture search: Challenges and solutions,.

Distributed Learning and Inference Systems: A Networking Perspective A comprehensive survey of neural architecture search: Challenges and solutions,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:16:15.811312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

No inbound Pith citation observations are available.