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Paper Citation Record · LEDGER

Model Context Protocols in Adaptive Transport Systems: A Survey

As of 23 August 2026, this Paper Citation Record lists 100 of 111 outbound references and 1 inbound Pith citation observation for arXiv:2508.19239.

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

pith.paper-citation-record.v1
2508.19239 v2

Coverage vector

measured 100 of 111 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T15:50:39.860787Z

measured 101 of 101 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T23:04:28.331843Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

100 of 111 outbound references displayed

  • verified exact5
  • verified fuzzy60
  • unresolved35
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fdb0ca5e-36f6-4dbc-9a05-763522ffb981 · outbound

This paper cites Beyond tcp: The evolution of internet transport protocols, 2015.

Model Context Protocols in Adaptive Transport Systems: A Survey Beyond tcp: The evolution of internet transport protocols, 2015

Reference 1

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Observation 478a7f46-d182-464a-b929-d1c470677402 · outbound

This paper cites Quic – a vehicle for transport protocol evolution, 2018.

Model Context Protocols in Adaptive Transport Systems: A Survey Quic – a vehicle for transport protocol evolution, 2018

Reference 2

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Observation 9d9b9655-4f6a-4536-95e9-c77ef4552888 · outbound

This paper cites Adaptive defense against various network attacks.

Model Context Protocols in Adaptive Transport Systems: A Survey Adaptive defense against various network attacks

Reference 3

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Observation c23dcd26-1c2c-49d6-864e-f549f92fa85b · outbound

This paper cites A context-aware approach to wireless transmission adaptation.

Model Context Protocols in Adaptive Transport Systems: A Survey A context-aware approach to wireless transmission adaptation

Reference 4

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Observation 7551e9c9-6fc7-4402-b966-b52b878f7010 · outbound

This paper cites Protocol wars: How unifying iot protocols can save the iot from chaos, 2025.

Model Context Protocols in Adaptive Transport Systems: A Survey Protocol wars: How unifying iot protocols can save the iot from chaos, 2025

Reference 5

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Observation 9132d1e9-546d-48b8-b708-c971d1ee2551 · outbound

This paper cites A Survey on Context-Aware Multi-Agent Systems: Techniques, Challenges and Future Directions.

Model Context Protocols in Adaptive Transport Systems: A Survey A Survey on Context-Aware Multi-Agent Systems: Techniques, Challenges and Future Directions

Reference 6

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Observation ddd691cd-c2c8-4e2a-b391-3bc56e4d3114 · outbound

This paper cites Context aware middleware architectures: Survey and challenges.

Model Context Protocols in Adaptive Transport Systems: A Survey Context aware middleware architectures: Survey and challenges

Reference 7

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Observation 46ea2bef-c657-48b9-adfc-c19c84587099 · outbound

This paper cites https://cordis.europa.eu/ project/id/101117675, 2023.

Model Context Protocols in Adaptive Transport Systems: A Survey https://cordis.europa.eu/ project/id/101117675, 2023

Reference 8

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Observation 9373db92-93e9-4a91-a493-ba8406f02e33 · outbound

This paper cites Adaptive transportation and logistics (adapt-or), 2025.

Model Context Protocols in Adaptive Transport Systems: A Survey Adaptive transportation and logistics (adapt-or), 2025

Reference 9

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Observation 17b974eb-a4c6-4e54-8be2-05572cd7fe6a · outbound

This paper cites A framework for integrating intelligent transportation systems with smart city infrastructure.

Model Context Protocols in Adaptive Transport Systems: A Survey A framework for integrating intelligent transportation systems with smart city infrastructure

Reference 10

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Observation d61864f6-381e-4a00-8b0e-ec8952c9ad99 · outbound

This paper cites A unifying modelling framework to simulate the spatial economic transport interaction process at urban and national scales.

Model Context Protocols in Adaptive Transport Systems: A Survey A unifying modelling framework to simulate the spatial economic transport interaction process at urban and national scales

Reference 11

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Observation 1935e4be-9edd-4c27-8592-d18404cb85aa · outbound

This paper cites Introducing the model context protocol, 2024.

Model Context Protocols in Adaptive Transport Systems: A Survey Introducing the model context protocol, 2024

Reference 12

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Observation f85fc41e-fa19-4b98-a0cf-a87f19d5e864 · outbound

This paper cites an unresolved cited work.

Model Context Protocols in Adaptive Transport Systems: A Survey Unresolved cited work

Reference 14

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source=pdf_text observed=2026-08-05T15:50:39.343989Z digest=sha256:35a66420337f8639bbc620e38b15beb39086c04ef3be4f6a41f0181f175a86e7

Observation cc42481d-5532-4733-88e3-c55911c320d1 · outbound

This paper cites Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications.

Model Context Protocols in Adaptive Transport Systems: A Survey Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications

Reference 15

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Observation 2a2382c5-a14f-46bc-86a9-1c3ca4d6aa78 · outbound

This paper cites A survey on model context protocol: Architecture, state-of-the-art, challenges and future directions.

Model Context Protocols in Adaptive Transport Systems: A Survey A survey on model context protocol: Architecture, state-of-the-art, challenges and future directions

Reference 16

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Observation c22fb1e8-1f6d-4fec-8ce7-a94e7efce705 · outbound

This paper cites standard.

Model Context Protocols in Adaptive Transport Systems: A Survey standard

Reference 17

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Observation abb9c613-062d-476a-b243-0e785f9f0ee6 · outbound

This paper cites On transport layer adaptation in heterogeneous wireless data networks.

Model Context Protocols in Adaptive Transport Systems: A Survey On transport layer adaptation in heterogeneous wireless data networks

Reference 18

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Observation df539d6f-608a-4fe8-baf9-07637ae0afaf · outbound

This paper cites A survey on context-aware systems.

Model Context Protocols in Adaptive Transport Systems: A Survey A survey on context-aware systems

Reference 19

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Observation 8cb7fae8-a44a-4df1-94d8-e40b70360780 · outbound

This paper cites Real-time adaptive traffic signal control in a connected and automated vehicle environment: optimisation of signal planning with reinforcement learning under vehicle speed guidance.

Model Context Protocols in Adaptive Transport Systems: A Survey Real-time adaptive traffic signal control in a connected and automated vehicle environment: optimisation of signal planning with reinforcement learning under vehicle speed guidance

Reference 20

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Observation 28a57478-2fa3-4e26-9810-42c415b919b0 · outbound

This paper cites Adaptive transit design: Optimizing fixed and demand responsive multi-modal transportation via continuous approximation.

Model Context Protocols in Adaptive Transport Systems: A Survey Adaptive transit design: Optimizing fixed and demand responsive multi-modal transportation via continuous approximation

Reference 21

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Observation 3929e487-c89c-4bc9-a12b-e6f253a5d239 · outbound

This paper cites A model- based adaptive planning framework using surrogate modelling for urban transport systems under uncertainty.

Model Context Protocols in Adaptive Transport Systems: A Survey A model- based adaptive planning framework using surrogate modelling for urban transport systems under uncertainty

Reference 22

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Observation 75fd2d25-317a-4a43-9e26-91c9f3125d69 · outbound

This paper cites An Adaptive System Architecture for Multimodal Intelligent Transportation Systems.

Model Context Protocols in Adaptive Transport Systems: A Survey An Adaptive System Architecture for Multimodal Intelligent Transportation Systems

Reference 23

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Observation 5905d3f4-927e-4861-83ba-6c21868cb13e · outbound

This paper cites Adaptive urban traffic signal control based on enhanced deep reinforcement learning.

Model Context Protocols in Adaptive Transport Systems: A Survey Adaptive urban traffic signal control based on enhanced deep reinforcement learning

Reference 24

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Observation 8e23b30b-4f52-4f8f-88bc-608d8309c90f · outbound

This paper cites Vissim study: Comparing adaptive and traditional traffic systems’ efficiency and environmental impact.

Model Context Protocols in Adaptive Transport Systems: A Survey Vissim study: Comparing adaptive and traditional traffic systems’ efficiency and environmental impact

Reference 25

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Observation 1ae1aa00-46e6-40d4-81d9-92abcfc969a4 · outbound

This paper cites Reinforcement learning based adaptive control method for traffic lights in intelligent transportation.

Model Context Protocols in Adaptive Transport Systems: A Survey Reinforcement learning based adaptive control method for traffic lights in intelligent transportation

Reference 26

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Observation e78d90d3-9e93-4d74-a4a1-cb7f0f97d3b7 · outbound

This paper cites Reinforcement Learning for Adaptive Traffic Signal Control: Turn-Based and Time-Based Approaches to Reduce Congestion.

Model Context Protocols in Adaptive Transport Systems: A Survey Reinforcement Learning for Adaptive Traffic Signal Control: Turn-Based and Time-Based Approaches to Reduce Congestion

Reference 27

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Observation 9f70be2e-237f-4af2-9b14-bbd9898ceae4 · outbound

This paper cites A deep reinforcement learning approach to adaptive traffic lights management.

Model Context Protocols in Adaptive Transport Systems: A Survey A deep reinforcement learning approach to adaptive traffic lights management

Reference 28

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Observation c936c0fd-7d53-4fbf-bfd9-dbf39367a464 · outbound

This paper cites Adaptive parameterized control for coordinated traffic management using reinforcement learning.

Model Context Protocols in Adaptive Transport Systems: A Survey Adaptive parameterized control for coordinated traffic management using reinforcement learning

Reference 29

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Observation c66b2774-dddf-49ea-956f-e6c57661ba49 · outbound

This paper cites Enhancing transportation agility through neuroadaptive AI and behavioural decision intelligence.

Model Context Protocols in Adaptive Transport Systems: A Survey Enhancing transportation agility through neuroadaptive AI and behavioural decision intelligence

Reference 30

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Observation a89c4f09-2e0b-4cc9-9b77-fa06c1c335f5 · outbound

This paper cites Quic transmission protocol: Test-bed design, implementation and experi- mental evaluation.

Model Context Protocols in Adaptive Transport Systems: A Survey Quic transmission protocol: Test-bed design, implementation and experi- mental evaluation

Reference 31

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Observation 66dc8301-445a-4224-a7e1-a92f173922e6 · outbound

This paper cites Quic vs tcp: A performance evaluation over lte with ns-3.

Model Context Protocols in Adaptive Transport Systems: A Survey Quic vs tcp: A performance evaluation over lte with ns-3

Reference 32

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Observation 5fd3b819-e544-4728-bfe7-a6ed08f0450f · outbound

This paper cites A brief review of multipath tcp for vehicular networks.

Model Context Protocols in Adaptive Transport Systems: A Survey A brief review of multipath tcp for vehicular networks

Reference 33

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Observation 557e7bb0-30f0-4db5-994a-03e2956b2c22 · outbound

This paper cites Multipath tcp: from theory to practice.

Model Context Protocols in Adaptive Transport Systems: A Survey Multipath tcp: from theory to practice

Reference 34

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Observation 0bf12855-9168-4ae3-9177-b56d9e9434e9 · outbound

This paper cites Analyzing the modeling of context with ontologies.

Model Context Protocols in Adaptive Transport Systems: A Survey Analyzing the modeling of context with ontologies

Reference 35

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Observation bf79eca1-5c2d-499a-be60-0e2166046c1f · outbound

This paper cites Ontology-based high-level context inference for human behavior identification.

Model Context Protocols in Adaptive Transport Systems: A Survey Ontology-based high-level context inference for human behavior identification

Reference 36

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Observation f2b8f28b-0e23-4fe2-ba05-56a43e0e376e · outbound

This paper cites An Ontology Oriented Architecture for Context Aware Services Adaptation.

Model Context Protocols in Adaptive Transport Systems: A Survey An Ontology Oriented Architecture for Context Aware Services Adaptation

Reference 37

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Observation c6c1ead7-8e23-40f5-8e05-addd7743b36a · outbound

This paper cites A proposed ontology-based generic context model for ubiquitous learning.

Model Context Protocols in Adaptive Transport Systems: A Survey A proposed ontology-based generic context model for ubiquitous learning

Reference 38

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Observation 73284ce0-183f-4766-aefe-b3e91406e392 · outbound

This paper cites A middleware for context-aware agents in ubiquitous computing environments.

Model Context Protocols in Adaptive Transport Systems: A Survey A middleware for context-aware agents in ubiquitous computing environments

Reference 39

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.502516Z digest=sha256:ce1aa41a45414e42e748034df69d1398b540fd0f8a754b4b77b6b10291da1c4f

Observation 15f1921d-2b38-4f6a-872d-8936489d9338 · outbound

This paper cites Adaptive middleware for context-aware applications in smart-homes.

Model Context Protocols in Adaptive Transport Systems: A Survey Adaptive middleware for context-aware applications in smart-homes

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:42.179933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.509276Z digest=sha256:b4ad70bfd1b60c625787dd759f432b9ffce8795a57ea14a904e9ceb69b3bff84

Observation a32aafe7-fc10-4e0c-802e-bbbae1ba21e7 · outbound

This paper cites Toward fair and efficient congestion control: Machine learning aided congestion control (mlacc).

Model Context Protocols in Adaptive Transport Systems: A Survey Toward fair and efficient congestion control: Machine learning aided congestion control (mlacc)

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:42.156024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.514110Z digest=sha256:50ece413614d06576da39a537c6abcf704c7ad75e17429363f2af406d1a29034

Observation 5324ee3a-f26f-47d0-ae98-790ff87156d2 · outbound

This paper cites Pbq-enhanced quic: Quic with deep reinforce- ment learning congestion control mechanism.

Model Context Protocols in Adaptive Transport Systems: A Survey Pbq-enhanced quic: Quic with deep reinforce- ment learning congestion control mechanism

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:42.132872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.519520Z digest=sha256:fd059cd78b8f3af56a4ed07a2bef13c1f7dbcc74143d51b54faea3db1cafe28a

Observation c3d5c0a3-741c-4a75-b620-67346ee20828 · outbound

This paper cites Survey of protocols and mechanisms for enhanced transport over long fat pipes.

Model Context Protocols in Adaptive Transport Systems: A Survey Survey of protocols and mechanisms for enhanced transport over long fat pipes

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:42.110795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.524414Z digest=sha256:19aa574797e16b36dfe76af5c0c7336224dd9a77b971b9247aa6d4f18dc2d23e

Observation c6fddebe-4d41-4e74-be7c-eebe6f1f4733 · outbound

This paper cites Evaluation of an adaptive transport protocol.

Model Context Protocols in Adaptive Transport Systems: A Survey Evaluation of an adaptive transport protocol

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:42.090450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.530034Z digest=sha256:a4fe1054c6348d769908d6e1cd9cf32425fd1d442f53b3f1234e07812ed2f2a2

Observation 4dc78d67-233d-4f78-bc59-3019f6d9e776 · outbound

This paper cites Adaptive network protocol selection: A machine-learning approach.

Model Context Protocols in Adaptive Transport Systems: A Survey Adaptive network protocol selection: A machine-learning approach

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:42.068919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.535315Z digest=sha256:de6cba27d1c84f7907c238bd999e6dfb6e69fd45a13bab91e979fab54eb7ce2a

Observation fc5e0f04-b668-487f-9573-5236f3fc3bff · outbound

This paper cites Context-aware network, 2025.

Model Context Protocols in Adaptive Transport Systems: A Survey Context-aware network, 2025

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:42.045148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.541942Z digest=sha256:0a534c146e9f524381ed4dda68cbd5e96702fb1bb26ea8b160690ae47aca9416

Observation d542d8e4-bd29-4255-9ffc-21cd31aa30b9 · outbound

This paper cites Context-aware travel support during unplanned public transport disturbances.

Model Context Protocols in Adaptive Transport Systems: A Survey Context-aware travel support during unplanned public transport disturbances

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:42.018248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.547575Z digest=sha256:8ea0a0fdbeff151d576a8f2f77a38cdbd6eb3d54ce1e2bffdb01765ef7b33bcf

Observation 9defed11-a54b-4e40-9e00-343c29bd5351 · outbound

This paper cites Context-aware domain adaptation for time series anomaly detection (2023).

Model Context Protocols in Adaptive Transport Systems: A Survey Context-aware domain adaptation for time series anomaly detection (2023)

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.995488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.553796Z digest=sha256:b47f31f61e507f9afd1e3042f6a7eeab20e3781b350650806711db88c3cfb750

Observation c6997ab9-a1de-4c34-9735-dba7b8bd481b · outbound

This paper cites Dynamic-fact: A dynamic framework for adaptive context-aware translation.

Model Context Protocols in Adaptive Transport Systems: A Survey Dynamic-fact: A dynamic framework for adaptive context-aware translation

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.976264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.558923Z digest=sha256:74043e8948d77b4ec8701b0272e4f9479b1306850eda2ea388df5bbec0d6d6b9

Observation 33b94f04-9b42-4f80-9de7-17c44cbe5bcb · outbound

This paper cites Dynamic adaptation of networked reconfigurable systems.

Model Context Protocols in Adaptive Transport Systems: A Survey Dynamic adaptation of networked reconfigurable systems

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.957722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.563949Z digest=sha256:d5e1ac83e576f2d6006865e744c6110892a2a84a0af8da9880a130d388b52f7e

Observation 81b9f75d-97f0-4710-9fb5-c6e46673cd5d · outbound

This paper cites Technical report, GovLoop and Ciena, 2020.

Model Context Protocols in Adaptive Transport Systems: A Survey Technical report, GovLoop and Ciena, 2020

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.939315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.568828Z digest=sha256:9daab13b85918101b47db124dda10545a33d063b65e8601c3517ba1e44d9661d

Observation d5111973-8eb6-4121-bb31-f189b8497e25 · outbound

This paper cites Smart moves: Transforming urban transit with unified access systems, 2025.

Model Context Protocols in Adaptive Transport Systems: A Survey Smart moves: Transforming urban transit with unified access systems, 2025

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.911685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.574416Z digest=sha256:a50e9d97ee2a207ed2089fb5107f0e265fdfc53714fe065198b04ca0f953399a

Observation 78e957a4-ca97-4721-9b7b-84134bd6dd60 · outbound

This paper cites The transport layer: tutorial and survey.

Model Context Protocols in Adaptive Transport Systems: A Survey The transport layer: tutorial and survey

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.886317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.579657Z digest=sha256:2f28f76c399dbc7e2cb9ea831341307a1f332241457ec914b158f32719e3af1a

Observation 636ba335-e4d4-47d1-b58b-8923ed638ec0 · outbound

This paper cites Why are standardization and protocols crucial in data communication and networking?, 2025.

Model Context Protocols in Adaptive Transport Systems: A Survey Why are standardization and protocols crucial in data communication and networking?, 2025

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.859672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.586477Z digest=sha256:0480b159de4f620e9330fa41cf85efa0e72314076f0bb57a32d1265a4a655c4b

Observation a6cd2399-a1ae-4a6d-b345-1c70a154b15e · outbound

This paper cites Communication protocol, 2025.

Model Context Protocols in Adaptive Transport Systems: A Survey Communication protocol, 2025

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.832480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.592447Z digest=sha256:abfc264a3f4424de135f4c294596490be860db3a88d7a0305c73ae092645beb1

Observation 6b8d4bac-31f4-473a-8f96-99646f9ad14a · outbound

This paper cites Adaptive placement for in-memory storage functions.

Model Context Protocols in Adaptive Transport Systems: A Survey Adaptive placement for in-memory storage functions

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.804626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.598518Z digest=sha256:17b10d3cff13c07642a2281745f07bcae8bb1c0f1fe582c55613fb8d65b20334

Observation bf85a1d5-ba81-4201-a49d-6caa1bc44fbc · outbound

This paper cites Decentralized application- level adaptive scheduling for multi-instance dnns on open mobile devices.

Model Context Protocols in Adaptive Transport Systems: A Survey Decentralized application- level adaptive scheduling for multi-instance dnns on open mobile devices

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.776417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.604613Z digest=sha256:53c45454ace2dea3f92371c1e4a6ddc3cfb6a8a08b63e04b831568f759affb02

Observation 4d8f978e-3c18-4b35-90b1-b52307bba88f · outbound

This paper cites Semantic representation of context model.

Model Context Protocols in Adaptive Transport Systems: A Survey Semantic representation of context model

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.757156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.610684Z digest=sha256:869c08fc8901e3dcc2372aca894775d43e374460d2754f0a91f1b1e8ccc212b0

Observation 453f5205-6b4e-48dd-814d-6d9d47d7ecb0 · outbound

This paper cites Contextml: A light-weight context representation and context management schema.

Model Context Protocols in Adaptive Transport Systems: A Survey Contextml: A light-weight context representation and context management schema

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.737729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.615772Z digest=sha256:41eba1d4e64481549f7380df7233263808ad831eb127e033270ce45a4e78a7df

Observation d5e6f3c4-8868-4b3c-8469-87023649d9b8 · outbound

This paper cites Proceedings of the Tenth International Conference on Creative Content Technologies (CONTENT 2018) , Barcelona, Spain, February 18–22 2018.

Model Context Protocols in Adaptive Transport Systems: A Survey Proceedings of the Tenth International Conference on Creative Content Technologies (CONTENT 2018) , Barcelona, Spain, February 18–22 2018

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.704464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.622315Z digest=sha256:4aa4e4aac046f246868f8c49f4dbc9024795dc940f4078e6414084e8000a6861

Observation 9750f537-17ed-43b1-9d77-264f4a2ba299 · outbound

This paper cites Model context protocol (mcp) an overview, 2025.

Model Context Protocols in Adaptive Transport Systems: A Survey Model context protocol (mcp) an overview, 2025

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.672112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.628488Z digest=sha256:67e58f4cc289eabd80a96254db5c9fc8988bc3c0103265b2918e760f9d22af7f

Observation c2844e99-ff34-4f7c-ac4f-1fa268a204e5 · outbound

This paper cites Contextual metadata in practice.

Model Context Protocols in Adaptive Transport Systems: A Survey Contextual metadata in practice

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.628618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.633596Z digest=sha256:47fac7e6554f6e148d0c699ba28457c1d6d81bd4872adbf76488c06b64b0c9d6

Observation fa42bd36-3b80-424c-a620-7f1d617fab34 · outbound

This paper cites The rapid proliferation of large-language-model services is constrained by three long-standing barriers: stateless integration interfaces,.

Model Context Protocols in Adaptive Transport Systems: A Survey The rapid proliferation of large-language-model services is constrained by three long-standing barriers: stateless integration interfaces,

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.588720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.639223Z digest=sha256:74eea3f1faf0c143d6b3d25b38238ef3666fd5c44d12583b349fa677d4b54a73

Observation 6275daab-8e34-4ab0-82ff-c7343a9a9935 · outbound

This paper cites Eghan, Manel Grichi, William G.

Model Context Protocols in Adaptive Transport Systems: A Survey Eghan, Manel Grichi, William G

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.557768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.650139Z digest=sha256:d02a9d068b57be5c3cfa1411ae781770b73308cf0914d57ceb0b896db543a28d

Observation 3e81346f-14b4-46ff-aeac-8316761f90c9 · outbound

This paper cites paper-search-mcp: A mcp for searching and downloading academic papers from multiple sources like arxiv, pubmed, biorxiv, etc.

Model Context Protocols in Adaptive Transport Systems: A Survey paper-search-mcp: A mcp for searching and downloading academic papers from multiple sources like arxiv, pubmed, biorxiv, etc

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.536578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.655738Z digest=sha256:3deacc4a5d1c50bde23b236e8f590a047b0ee091c9baccda76d6d6609359cdce

Observation 2beb3abc-4136-4e49-9888-1b1792404b9b · outbound

This paper cites Scalable mcp server-client architecture with fastmcp in microservices.

Model Context Protocols in Adaptive Transport Systems: A Survey Scalable mcp server-client architecture with fastmcp in microservices

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.515434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.660925Z digest=sha256:db07e6c0df984a98e22e6ed345edd3b28ffb403b2e5cb3df1595f814cfae022a

Observation af1736a2-c0f2-4baa-af55-efbed42c6ea6 · outbound

This paper cites Context-aware systems: A literature review and classification.

Model Context Protocols in Adaptive Transport Systems: A Survey Context-aware systems: A literature review and classification

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.484795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.666411Z digest=sha256:91b7360d0a270989ef0321b22f10d9049f2e2e9e485089ed7c23fec6ef4ed2f2

Observation cf0dd871-9324-4d35-92a8-eef36d52df63 · outbound

This paper cites Understanding and using context.

Model Context Protocols in Adaptive Transport Systems: A Survey Understanding and using context

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.458941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.672363Z digest=sha256:5de2826fd934be0c3bdaf85da67c127d95b9bf3e727b3cfddfbe077c5b179f38

Observation d0b1fd64-8478-4d61-8dca-0d283e4a473c · outbound

This paper cites Deep learning sensor fusion for autonomous vehicle perception and localization: A review.

Model Context Protocols in Adaptive Transport Systems: A Survey Deep learning sensor fusion for autonomous vehicle perception and localization: A review

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.429254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.677610Z digest=sha256:2115dd1c36023754953ec53b10c43e6e760144e2c035806134eded84785e4960

Observation 525a2ae4-b881-4585-9dee-b0c0a4dfc65d · outbound

This paper cites A comparative review on multi-modal sensors fusion based on deep learning.

Model Context Protocols in Adaptive Transport Systems: A Survey A comparative review on multi-modal sensors fusion based on deep learning

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.396267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.682366Z digest=sha256:cdb81f64bbf8c0c42c05fcf68fc38c64360a0ebc103e40762441bd6fcfcc7945

Observation cf07ba14-b2ad-4fd1-9a30-b91a17858314 · outbound

This paper cites Perception and sensing for autonomous vehicles under adverse weather conditions: A survey.

Model Context Protocols in Adaptive Transport Systems: A Survey Perception and sensing for autonomous vehicles under adverse weather conditions: A survey

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.373172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.687407Z digest=sha256:ad21ca88c9de8074977de1b5485fcc49a615e9d8cb209a1a7a276ca3e1a34eb7

Observation c801b249-183f-4d3b-bfbe-2bbae2c1924a · outbound

This paper cites A survey and framework of cooperative perception: From heterogeneous singleton to hierarchical cooperation.

Model Context Protocols in Adaptive Transport Systems: A Survey A survey and framework of cooperative perception: From heterogeneous singleton to hierarchical cooperation

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.333564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.693640Z digest=sha256:98a3db5723b1dd204aa642ac5a79d57091b3a71c89dfbfa45abf3f1aa9f445a0

Observation 2c10aaff-fec6-42a9-91f5-40cec6c06bd0 · outbound

This paper cites Toward autonomous vehicles: A survey on cooperative vehicle-infrastructure system.

Model Context Protocols in Adaptive Transport Systems: A Survey Toward autonomous vehicles: A survey on cooperative vehicle-infrastructure system

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.303814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.699149Z digest=sha256:18f7b78ade80bf39ff395fe761f78bef4200d975f363bf043ce10fadf32f4f3a

Observation 54efe7a3-84fc-478c-9b13-c72682de2472 · outbound

This paper cites Mobile edge computing for v2x architectures and applications: A survey.

Model Context Protocols in Adaptive Transport Systems: A Survey Mobile edge computing for v2x architectures and applications: A survey

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.277935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.705866Z digest=sha256:d2239e7c5e2646e554d79adc448919b7f6e6115aa210f969f0b7301adde42b2c

Observation e8d3424a-3a20-419f-a083-9ad927b70de4 · outbound

This paper cites A survey on vehicular task offloading: Classification, issues, and challenges.

Model Context Protocols in Adaptive Transport Systems: A Survey A survey on vehicular task offloading: Classification, issues, and challenges

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.240974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.711710Z digest=sha256:fe745028b978e1734ab2e96dfb461753aeabc1b53b327cd07d1b46761dd85ba1

Observation 4edfaef1-1ee2-4760-84b2-9d9190754876 · outbound

This paper cites Vehicle-to-everything (v2x) in the autonomous vehicles domain– a technical review of communication, sensor, and ai technologies for road user safety.

Model Context Protocols in Adaptive Transport Systems: A Survey Vehicle-to-everything (v2x) in the autonomous vehicles domain– a technical review of communication, sensor, and ai technologies for road user safety

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.210268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.718096Z digest=sha256:461594a4093531c9f04809cb2bc8a3342a9dd196d79d2448b73604c5870a9520

Observation fd90d7c2-b56c-4412-b69a-bb7affe6472d · outbound

This paper cites Feature pyramid bilstm: Using smartphone sensors for transportation mode detection.

Model Context Protocols in Adaptive Transport Systems: A Survey Feature pyramid bilstm: Using smartphone sensors for transportation mode detection

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.188549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.723761Z digest=sha256:67d80d924a482b13778f3df563d71544d342664826592e4732f15591b133fbf1

Observation 18ad3d5d-f229-46b5-992e-5104ce16f074 · outbound

This paper cites A survey on local transport mode detection on the edge of the network.

Model Context Protocols in Adaptive Transport Systems: A Survey A survey on local transport mode detection on the edge of the network

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.166861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.731167Z digest=sha256:20d78da4ee9d147f4c2a1f62495db2af6194fa4b9e286a23e48736801209d109

Observation a21e6b81-6c29-4b59-b356-0e7da039923f · outbound

This paper cites Review and evaluation of methods in transport mode detection based on gps tracking data.

Model Context Protocols in Adaptive Transport Systems: A Survey Review and evaluation of methods in transport mode detection based on gps tracking data

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.138051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.737469Z digest=sha256:c52f70b08a9e51b0d3aeb4c5bf566a29a5995c7d1c4f77f2da705c4f744d8da7

Observation db9e1a78-ee45-424d-abcf-53502183b705 · outbound

This paper cites A survey on vision-based driver distraction analysis.

Model Context Protocols in Adaptive Transport Systems: A Survey A survey on vision-based driver distraction analysis

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.109786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.742941Z digest=sha256:6db071c4db0ea303377c039b0fd1c241bc65e2a740b594b5a3c85e18bfd76c7a

Observation 413aca8b-e650-4196-b5e4-7c600943e942 · outbound

This paper cites Mental models of driver monitoring systems: perceptions of monitoring capabilities in an online us-based sample.

Model Context Protocols in Adaptive Transport Systems: A Survey Mental models of driver monitoring systems: perceptions of monitoring capabilities in an online us-based sample

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.084524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.749889Z digest=sha256:f1af6300fc3f3c40e795346a36ae84db71dcded8cc30dac0b6b3a45bee70c700

Observation 2df8333d-986e-4621-8146-d68e08e59d5b · outbound

This paper cites Pedestrian intention prediction for autonomous vehicles: A comprehensive survey.

Model Context Protocols in Adaptive Transport Systems: A Survey Pedestrian intention prediction for autonomous vehicles: A comprehensive survey

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.054332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.755431Z digest=sha256:80c9e088c226f3051a8f234b56d8a0ecfb88ec0f1a242101b427fc44c86e173f

Observation aad962d6-33dd-4f5d-b11c-fcc624bb16a3 · outbound

This paper cites Pedestrian intention estimation and trajectory prediction based on data and knowledge-driven method.

Model Context Protocols in Adaptive Transport Systems: A Survey Pedestrian intention estimation and trajectory prediction based on data and knowledge-driven method

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.028897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.760493Z digest=sha256:dc530072389414fef6d624b6cd10932c87b9f9467cb9d0667b359a6ef5cd145c

Observation f37f9506-fc07-476a-8ef1-bfbff2c5080d · outbound

This paper cites A comprehensive review of deep learning techniques for interaction- aware trajectory prediction in urban autonomous driving.

Model Context Protocols in Adaptive Transport Systems: A Survey A comprehensive review of deep learning techniques for interaction- aware trajectory prediction in urban autonomous driving

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:40.997112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.767399Z digest=sha256:704878c4091d02fb90e8db4b1dd00adc091b4b8771c7abaf82177e60e3e920c4

Observation 8638f026-a098-436b-8691-80a6519c5d19 · outbound

This paper cites A survey of autonomous vehicle behaviors: Trajectory planning algorithms, sensed collision risks, and user expectations.

Model Context Protocols in Adaptive Transport Systems: A Survey A survey of autonomous vehicle behaviors: Trajectory planning algorithms, sensed collision risks, and user expectations

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:40.973699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.772565Z digest=sha256:7dd2e5fc41b37bc4bb93a6f45c4b62168352be24d7eeaa6f3911deb2c88da90b

Observation 696ea921-ddaa-417d-94e5-e9ea0233a7f4 · outbound

This paper cites Transport behavior-mining from smartphones: a review.

Model Context Protocols in Adaptive Transport Systems: A Survey Transport behavior-mining from smartphones: a review

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:40.952613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.778210Z digest=sha256:1f21007521ab1fa60ee3439f2a8e511e38920f8888060f46c4966a942c9bb6b1

Observation b90b45a0-8cf6-4435-81c0-cf5645f245e9 · outbound

This paper cites A comprehensive survey on sdn and blockchain-based secure vehicular networks.

Model Context Protocols in Adaptive Transport Systems: A Survey A comprehensive survey on sdn and blockchain-based secure vehicular networks

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:40.928949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.783256Z digest=sha256:718b0fb4737a2c1e01c3885e0362966156ea196fd10f25636772b87331b33e52

Observation 89883bc2-2cb9-49c6-8644-8237bd9caed0 · outbound

This paper cites In-band network telemetry: A survey.

Model Context Protocols in Adaptive Transport Systems: A Survey In-band network telemetry: A survey

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:40.898045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.788577Z digest=sha256:664c3e7d66db47bfeacbb3f062438c8ba973ffc52edd9b397df4dbe37ddc1c98

Observation 5c22790f-8b43-4168-85b1-89a9881b5941 · outbound

This paper cites Routing protocols in vehicular adhoc networks (vanets): A comprehensive survey.

Model Context Protocols in Adaptive Transport Systems: A Survey Routing protocols in vehicular adhoc networks (vanets): A comprehensive survey

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:40.872530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.793813Z digest=sha256:91e797aa934164df23abf64b37842daad22122d6c7c938d7fe46c2ed1a79a9f0

Observation d615fae4-ff2c-426d-86db-e75f84c9b5ca · outbound

This paper cites Graph neural network for traffic forecasting: A survey.Expert systems with applications, 207:117921, 2022.

Model Context Protocols in Adaptive Transport Systems: A Survey Graph neural network for traffic forecasting: A survey.Expert systems with applications, 207:117921, 2022

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:40.840359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.799906Z digest=sha256:9b36d62d1a0f3990cb0499d81635809e8af7568f7de050dba8a367310c6546ac

Observation 7db1e744-524a-41b9-b01c-06b0a286e300 · outbound

This paper cites Enhancement of traffic forecasting through graph neural network-based information fusion techniques.

Model Context Protocols in Adaptive Transport Systems: A Survey Enhancement of traffic forecasting through graph neural network-based information fusion techniques

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:40.818689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.804617Z digest=sha256:1a6240a2eb2c54a1037462589619ba9efa43e74baec7bc6746e52c516ea68ca3

Observation c73c03c7-5ce7-4f29-a07c-f43ad17da824 · outbound

This paper cites Software-defined networking in vehicular networks: A survey.

Model Context Protocols in Adaptive Transport Systems: A Survey Software-defined networking in vehicular networks: A survey

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:40.794094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.810419Z digest=sha256:61538d49b37ab93e5b3e1299fac934b21f3c68599c69b746107290647338b1fd

Observation 47b2635f-bab5-4cf7-ab5f-d855168d4d10 · outbound

This paper cites Edge computing for vehicle to everything: a short review.

Model Context Protocols in Adaptive Transport Systems: A Survey Edge computing for vehicle to everything: a short review

Reference 93

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:40.771857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.816369Z digest=sha256:1bd1f320c9a6fd9a8d9cd9c554965685e3f642801a54f51b068318b622b836d9

Observation da639298-bc39-4af9-a6bd-7a693b8d755f · outbound

This paper cites Edge computing based applications in vehicular environments: Comparative study and main issues.

Model Context Protocols in Adaptive Transport Systems: A Survey Edge computing based applications in vehicular environments: Comparative study and main issues

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:40.741832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.821624Z digest=sha256:9696950ea829f5c7c0e240920ad3a733c694c8e2c192a7fb60de17fc15e2cf1e

Observation 3bb47796-0c34-4636-b972-c9d220c10be9 · outbound

This paper cites Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions.

Model Context Protocols in Adaptive Transport Systems: A Survey Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions

Reference 95

Resolution
unresolved
no resolver link, observed 2026-08-05T15:50:39.826599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:50:39.826599Z digest=sha256:15ed0def75b65899cf3ff581c443b59a7e9c73a631c9ee3278d5f7635fc28b34

Observation 553ec84f-0191-4c37-927d-87c9f2ba7b04 · outbound

This paper cites Inside the mcp protocol: Revolutionizing data communication and system interoperability.World Journal of Advanced Research and Reviews , 26(1):3055–3071, 2025.

Model Context Protocols in Adaptive Transport Systems: A Survey Inside the mcp protocol: Revolutionizing data communication and system interoperability.World Journal of Advanced Research and Reviews , 26(1):3055–3071, 2025

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:40.712603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.832573Z digest=sha256:2614af20c185ccae0e752a1a46bdd683faef0ddcd7697499115f4f668f1c748d

Observation 44570db6-97f0-4476-be74-3b043f6b3615 · outbound

This paper cites Unified world models: Coupling video and action diffusion for pretraining on large robotic datasets, 2025.

Model Context Protocols in Adaptive Transport Systems: A Survey Unified world models: Coupling video and action diffusion for pretraining on large robotic datasets, 2025

Reference 97

Resolution
unresolved
no resolver link, observed 2026-08-05T15:50:39.837640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:50:39.837640Z digest=sha256:8e868e0f0c76e4f72c5d8812ac06ebd7305267bce8339184ea84aef381e87109

Observation cb9d6488-8006-4680-824d-63a30949e1c7 · outbound

This paper cites A Survey of Network Protocol Fuzzing: Model, Techniques and Directions.

Model Context Protocols in Adaptive Transport Systems: A Survey A Survey of Network Protocol Fuzzing: Model, Techniques and Directions

Reference 98

Resolution
verified exact
local_arxiv, observed 2026-08-05T15:50:39.991571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.843803Z digest=sha256:f42eb4e2113cb0cd3bd93a2f1024724ceb590b03e83bb4585239a5500447bd5b

Observation 2bde9e06-d438-429b-80c3-e32fdad3da80 · outbound

This paper cites A survey of the model context protocol (mcp): Standardizing context to enhance large language models (llms).

Model Context Protocols in Adaptive Transport Systems: A Survey A survey of the model context protocol (mcp): Standardizing context to enhance large language models (llms)

Reference 99

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:40.676775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.849727Z digest=sha256:64486bd3e99a533179b98edcb0f7e63d5b150e1350c24e2fac7be67611578882

Observation c67d7c75-1cf3-4590-bfc6-5e99a5f4c72f · outbound

This paper cites A survey on concept drift adaptation.

Model Context Protocols in Adaptive Transport Systems: A Survey A survey on concept drift adaptation

Reference 100

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:40.656319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.855386Z digest=sha256:54f26ad19f81a9cf2ab8315d6bac8814336c1aa8e91a802998154677846246b0

Observation 129a0a8d-122a-4ccc-9db2-791cc6fb5f00 · outbound

This paper cites Network survey, 2025.

Model Context Protocols in Adaptive Transport Systems: A Survey Network survey, 2025

Reference 101

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:40.637820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T15:50:39.860787Z digest=sha256:2580d97c03757dc486769a19dc2278e7373238e56c186e5db9f9638a49649172

Pith citing papers

Observation 5138ee2b-150a-417a-97f7-f68c40183301 · inbound

Model Context Protocol (MCP) Tool Descriptions Are Smelly! Towards Improving AI Agent Efficiency with Augmented MCP Tool Descriptions cites this paper.

Model Context Protocol (MCP) Tool Descriptions Are Smelly! Towards Improving AI Agent Efficiency with Augmented MCP Tool Descriptions Model Context Protocols in Adaptive Transport Systems: A Survey

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-02T23:04:28.331843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:04:28.331843Z digest=sha256:b549f808fa244c9f5ccadae79220e795f39b342d54ff16075a26c0b6222ee873