Paper Citation Record · LEDGER

Personalized Federated Distillation Assisted Vehicle Edge Caching Strategy

As of 4 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2512.09378.

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

pith.paper-citation-record.v1
2512.09378 v2

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-16T23:38:19.551364Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+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

24 of 24 outbound references displayed

verified exact1
verified fuzzy23
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4a6c8566-e5c0-43e6-afc3-31e22e903a4c · outbound

This paper cites Resource allocation for twin maintenance and task processing in vehicular edge computing network.

Personalized Federated Distillation Assisted Vehicle Edge Caching Strategy Resource allocation for twin maintenance and task processing in vehicular edge computing network

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T23:38:41.805907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 0bf383a0-8f42-436b-b314-ade4db4d3568 · outbound

This paper cites Energy consumption minimization in secure multi-antenna uav-assisted mec networks with channel uncertainty.

Personalized Federated Distillation Assisted Vehicle Edge Caching Strategy Energy consumption minimization in secure multi-antenna uav-assisted mec networks with channel uncertainty

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T23:38:41.812453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation a4664dd0-c32c-4e25-b0df-a2acd8437e58 · outbound

This paper cites Co- operative edge caching based on elastic federated and multi-agent deep reinforcement learning in next-generation networks.

Personalized Federated Distillation Assisted Vehicle Edge Caching Strategy Co- operative edge caching based on elastic federated and multi-agent deep reinforcement learning in next-generation networks

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T23:38:41.771470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation a94a80aa-ae9c-4800-97f8-872bb5d416f1 · outbound

This paper cites Age-upon-decisions minimizing scheduling in internet of things: To be random or to be deterministic?.

Personalized Federated Distillation Assisted Vehicle Edge Caching Strategy Age-upon-decisions minimizing scheduling in internet of things: To be random or to be deterministic?

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T23:38:41.755009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 5685dd34-ea7f-4afb-b80b-8d0833383f6e · outbound

This paper cites Optimal resource allocation in wireless powered communication networks with user cooperation.

Personalized Federated Distillation Assisted Vehicle Edge Caching Strategy Optimal resource allocation in wireless powered communication networks with user cooperation

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T23:38:41.742657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation d3f17313-e4b3-4a4c-82e6-dbe4518b8f11 · outbound

This paper cites Reconfigurable-intelligent-surface-aided vehicular edge computing: Joint phase-shift optimization and multiuser power allocation.

Personalized Federated Distillation Assisted Vehicle Edge Caching Strategy Reconfigurable-intelligent-surface-aided vehicular edge computing: Joint phase-shift optimization and multiuser power allocation

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T23:38:41.815491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 0f34be7d-66b4-4759-a4cb-2927877666d6 · outbound

This paper cites Optimum transmission policies for energy harvesting sensor networks powered by a mobile control center.

Personalized Federated Distillation Assisted Vehicle Edge Caching Strategy Optimum transmission policies for energy harvesting sensor networks powered by a mobile control center

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T23:38:41.780847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation adfb82b6-13da-4496-ade9-87003c20779d · outbound

This paper cites Doppler frequency offsets estimation and diversity reception scheme of high speed railway with multiple antennas on separated carriages.

Personalized Federated Distillation Assisted Vehicle Edge Caching Strategy Doppler frequency offsets estimation and diversity reception scheme of high speed railway with multiple antennas on separated carriages

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T23:38:41.765559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 088fe9a4-90e8-438b-b976-95584f3c1e5a · outbound

This paper cites Adaptive federated learning in resource constrained edge computing systems.

Personalized Federated Distillation Assisted Vehicle Edge Caching Strategy Adaptive federated learning in resource constrained edge computing systems

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T23:38:41.762091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 6241677d-bdad-42b6-9889-0c7a5f7109f2 · outbound

This paper cites Global proportional fair scheduling for networks with multiple base stations.

Personalized Federated Distillation Assisted Vehicle Edge Caching Strategy Global proportional fair scheduling for networks with multiple base stations

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T23:38:41.777583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 3dcbec9b-428b-4437-966c-cf74a35f980a · outbound

This paper cites A neighbor-table-based multipath routing in ad hoc networks.

Personalized Federated Distillation Assisted Vehicle Edge Caching Strategy A neighbor-table-based multipath routing in ad hoc networks

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T23:38:41.786751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 10d740f4-8d51-4df4-b1d6-bc99dc0553e9 · outbound

This paper cites Investigation of the time-offset- based qos support with optical burst switching in wdm networks.

Personalized Federated Distillation Assisted Vehicle Edge Caching Strategy Investigation of the time-offset- based qos support with optical burst switching in wdm networks

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T23:38:41.783717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 7d4e450e-7652-460c-a6af-de68ba8d6832 · outbound

This paper cites Mobility-aware cooperative caching in vehicular edge computing based on asynchronous federated and deep reinforcement learning.

Personalized Federated Distillation Assisted Vehicle Edge Caching Strategy Mobility-aware cooperative caching in vehicular edge computing based on asynchronous federated and deep reinforcement learning

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T23:38:41.758605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 8e96e48a-af7e-48e5-97e6-28558db26fa8 · outbound

This paper cites Performance modeling of ieee 802.11 dcf based fair channel access for vehicular-to-roadside communication in a non- saturated state.

Personalized Federated Distillation Assisted Vehicle Edge Caching Strategy Performance modeling of ieee 802.11 dcf based fair channel access for vehicular-to-roadside communication in a non- saturated state

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T23:38:41.790201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation d075b216-a000-4037-91e6-a6caaf55b53e · outbound

This paper cites Mobility- aware proactive edge caching for connected vehicles using federated learning.

Personalized Federated Distillation Assisted Vehicle Edge Caching Strategy Mobility- aware proactive edge caching for connected vehicles using federated learning

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T23:38:41.747234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation caf6c789-bba9-4f7e-b89e-07de888f38c6 · outbound

This paper cites U-net: Convolutional networks for biomedical image segmentation.

Personalized Federated Distillation Assisted Vehicle Edge Caching Strategy U-net: Convolutional networks for biomedical image segmentation

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T23:38:41.751213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 40e3e1d5-c7fe-4db1-94bd-a5b25cd682ba · outbound

This paper cites DiffWave: A Versatile Diffusion Model for Audio Synthesis.

Personalized Federated Distillation Assisted Vehicle Edge Caching Strategy DiffWave: A Versatile Diffusion Model for Audio Synthesis

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-05-16T23:38:41.455909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 9885e5bc-af10-483f-9914-2de75dfe8e1c · outbound

This paper cites Grad- tts: A diffusion probabilistic model for text-to-speech.

Personalized Federated Distillation Assisted Vehicle Edge Caching Strategy Grad- tts: A diffusion probabilistic model for text-to-speech

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T23:38:41.768421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation cf769367-bd9b-4e11-a8fe-07b2bcf0de0a · outbound

This paper cites Denoising diffusion probabilistic models.

Personalized Federated Distillation Assisted Vehicle Edge Caching Strategy Denoising diffusion probabilistic models

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T23:38:41.801705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 6be479f9-d5e2-4c16-95e1-c31e4d03e180 · outbound

This paper cites High- resolution image synthesis with latent diffusion models.

Personalized Federated Distillation Assisted Vehicle Edge Caching Strategy High- resolution image synthesis with latent diffusion models

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T23:38:41.774440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ab5b1999-0c56-44b9-81db-95e048a7e138 · outbound

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

Personalized Federated Distillation Assisted Vehicle Edge Caching Strategy Fedcache: A knowledge cache-driven federated learning architecture for personalized edge intelligence

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T23:38:41.797577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 6942f719-fe3b-4327-8d82-21e00bcb1100 · outbound

This paper cites Efficient and robust approxi- mate nearest neighbor search using hierarchical navigable small world graphs.

Personalized Federated Distillation Assisted Vehicle Edge Caching Strategy Efficient and robust approxi- mate nearest neighbor search using hierarchical navigable small world graphs

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T23:38:41.793919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation d975b422-9efc-4450-9ffa-34f583dd3ff1 · outbound

This paper cites Semantic- aware resource allocation based on deep reinforcement learning for 5g- v2x hetnets.

Personalized Federated Distillation Assisted Vehicle Edge Caching Strategy Semantic- aware resource allocation based on deep reinforcement learning for 5g- v2x hetnets

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T23:38:41.738291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation bdc025f9-62e4-4fed-838f-ece6984d8848 · outbound

This paper cites Context- aware proactive content caching with service differentiation in wireless networks.

Personalized Federated Distillation Assisted Vehicle Edge Caching Strategy Context- aware proactive content caching with service differentiation in wireless networks

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T23:38:41.809109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Pith citing papers

No inbound Pith citation observations are available.