Pith. sign in

Paper Citation Record · LEDGER

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents

As of 22 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 0 inbound Pith citation observations for arXiv:2607.04219.

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

pith.paper-citation-record.v1
2607.04219 v1

Coverage vector

measured 65 of 65 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T20:52:18.868711Z

measured 65 of 65 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

65 of 65 outbound references displayed

  • verified exact1
  • verified fuzzy0
  • unresolved64
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 10a433aa-32c9-4814-bb47-10900d850ce2 · outbound

This paper cites The evolution of AI: From classical machine learning to modern large language models,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents The evolution of AI: From classical machine learning to modern large language models,

Reference 1

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:8aae7a25e8eeb53e41aebfd99c90ba767321004af104587d25b303ca6c972d3d

Observation d51bdc7a-cb13-4397-b0fd-c081184a9583 · outbound

This paper cites Agentic AI: a com- prehensive survey of architectures, applications, and future directions,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Agentic AI: a com- prehensive survey of architectures, applications, and future directions,

Reference 2

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:4ce9a78c38326a22192a4ad113ad714fe116a887a8682727ec71b30589be01e4

Observation 0ec8ea43-d7ad-49db-bef1-974f7bb3ba8a · outbound

This paper cites Deep learning based delay and bandwidth efficient data transmission in iot,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Deep learning based delay and bandwidth efficient data transmission in iot,

Reference 3

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:0bcaf5db171fd72f735b27447797ce22025c927e9df429bb130c84662cda45ac

Observation 746d96bc-5cbd-464c-a4b7-30d5b66bef87 · outbound

This paper cites Smart x: A description for smart environments,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Smart x: A description for smart environments,

Reference 4

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:8aa2b37a0572d058eb34f17c5026f0b0f01bd71f238d70ad3c05eb1511915013

Observation afb5f2b0-7740-4866-a446-185202b4dc4b · outbound

This paper cites Agentic AI: Autonomous intelligence for complex goals—a comprehensive survey,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Agentic AI: Autonomous intelligence for complex goals—a comprehensive survey,

Reference 5

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:e15cb41f4c36f0be26ac77c5946f53a11e154ccebebd1a72b21c7919960f1a3f

Observation 52cebec9-e7c8-45d6-8241-7ed50f049b97 · outbound

This paper cites Internet of agents: Fundamentals, applications, and challenges,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Internet of agents: Fundamentals, applications, and challenges,

Reference 6

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:4609b7bc72037b20226bd605b5d43e2e0dce2c0322b200f4c6993d3d4c25bef5

Observation 4705ac18-744b-4fec-bbfe-2e4280526303 · outbound

This paper cites The internet of AI agents (iaia): A new frontier in networked and distributed intelligence,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents The internet of AI agents (iaia): A new frontier in networked and distributed intelligence,

Reference 7

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:9f513c73c60deac54f22d92f2b3144699e7e52b1382abd27c8b5975cb180ae6a

Observation 8eb62802-99c7-4578-98ae-26832d8e8f91 · outbound

This paper cites Complementing iot services through software defined networking and edge computing: A comprehensive survey,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Complementing iot services through software defined networking and edge computing: A comprehensive survey,

Reference 8

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:390a6c9a1310e903fabf57a235e91db042bee2aa790c1865d5675545720bf3d0

Observation 6bacc17b-cf99-4e83-967a-2979e98dc11d · outbound

This paper cites Cognitive internet of things: A review of theory, applications, and recent advances,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Cognitive internet of things: A review of theory, applications, and recent advances,

Reference 9

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:bdd322eaa2f40eaac5d28e7a54b23fbdfd0a6e1c6da63f055c377dcafad0dd11

Observation 1845ff16-bb65-486c-b590-abe7ae1ed352 · outbound

This paper cites Internet of agents: Fundamentals, applications, and challenges,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Internet of agents: Fundamentals, applications, and challenges,

Reference 10

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:09b0799cce4b8c29dc8ed9025cb2a4b9b35c696faf0da6388cb6ed5b9600b39d

Observation e5b33d9a-edb4-48ea-b4c3-fdb554df345f · outbound

This paper cites AI agents vs. Agentic AI: A conceptual taxonomy, applications and challenges,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents AI agents vs. Agentic AI: A conceptual taxonomy, applications and challenges,

Reference 11

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:dead69b5c43b963dfcda03e0109ec60339a569e314114f38aa2c817ff7eee4c3

Observation 7bad4eb7-6998-42eb-895c-02bd2b82a060 · outbound

This paper cites Model-based trustworthiness evaluation of autonomous cyber-physical production systems: A systematic mapping study,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Model-based trustworthiness evaluation of autonomous cyber-physical production systems: A systematic mapping study,

Reference 12

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:c6d9e32251e6661628601e0c7280f7abbad88e2e11d3a965f39c054fc9a02821

Observation e3ddfa39-c823-4e1b-8ee5-23611fcc1719 · outbound

This paper cites Available: https://doi.org/10.1145/3640314.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Available: https://doi.org/10.1145/3640314

Reference 13

Resolution
verified exact
doi, observed 2026-07-11T20:58:15.956091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:6d19a5c02330f4d8fe119919487d0c4f82c0c8f9eb31f14fc0c921e8d20891a7

Observation d04efb57-359c-484c-86e6-3d03dfdd0cad · outbound

This paper cites Autonomous cyber- physical systems enabling smart positive energy districts,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Autonomous cyber- physical systems enabling smart positive energy districts,

Reference 14

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:b9bbed9d7c139fc3ba3d90f68551b8e0fc64d429e60fefeb2d8c90cd77e9d2e0

Observation f87bf8be-256f-4fc3-a829-00c06aae2598 · outbound

This paper cites Content-centric data and computation offload- ing in AI-supported fog networks for next generation iot,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Content-centric data and computation offload- ing in AI-supported fog networks for next generation iot,

Reference 15

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:945b7fcf17ee833712174ad868b5f862068b533ca4a1968e09295120d005cd3b

Observation 4590a282-20c9-410f-b1db-a3c4f5ada283 · outbound

This paper cites Artificial intelligence of things: A survey,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Artificial intelligence of things: A survey,

Reference 16

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:687de6225e2ccacbe03523814815cf03c0960cf2c0ee0d43d4551a29aa217b83

Observation 2055b357-8a9c-4c02-b83c-63a2d9b5fa70 · outbound

This paper cites From LLM reasoning to autonomous AI agents: A comprehensive review,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents From LLM reasoning to autonomous AI agents: A comprehensive review,

Reference 17

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:d1915f9c09922499ed34e28a606b870994114482005c32a8d02d8e6a600857c8

Observation 878f8b69-c560-4b48-b984-67937eb26efe · outbound

This paper cites A survey of agent interoperability protocols: Model Context Protocol (MCP), Agent Communication Protocol (ACP), Agent-to-Agent Protocol (A2A), and Agent Network Protocol (ANP).

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents A survey of agent interoperability protocols: Model Context Protocol (MCP), Agent Communication Protocol (ACP), Agent-to-Agent Protocol (A2A), and Agent Network Protocol (ANP)

Reference 18

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:cd73b75b33b7c4fd42a66488a21ad47c950431f619bb49f154aa68d4ee3bbf91

Observation dd1704a7-be81-429e-a346-7ece4c2a2cf4 · outbound

This paper cites Acps: Agent collaboration protocols for the internet of agents,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Acps: Agent collaboration protocols for the internet of agents,

Reference 19

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:a61abd0209d5c5f2a884c21ec144f220c08815fba193ad991a1b46f9aaacb52e

Observation 4af918c4-1cff-47bb-856b-7c17d5bc87b8 · outbound

This paper cites From internet of things to internet of agents,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents From internet of things to internet of agents,

Reference 20

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:2c663e5003c9ad033769cf78ab96a62b14c884f2c7bc80933be401335443e7b8

Observation 55644044-1dd6-4d8d-9d9b-67d3a4d9c110 · outbound

This paper cites Semantic agent contracts for internet of agents,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Semantic agent contracts for internet of agents,

Reference 21

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:4a0cc85107259f6d7a5cb51ff782e557bdce015d487acd3a91a80eb423f5f870

Observation 46f57f19-04df-4523-b3a0-d5d58db9c8b0 · outbound

This paper cites Integration of MultiAgent systems with resource-oriented architecture for management of IoT- objects,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Integration of MultiAgent systems with resource-oriented architecture for management of IoT- objects,

Reference 22

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:388a4da820fe133288d038c133e544066be435d9f0db6d4d2f8c4ef9a0828a64

Observation 4f5bb0fa-70e1-4db4-8346-0fd43ac90d9e · outbound

This paper cites Towards the internet of agents: an analysis of the internet of things from the intelligence and autonomy perspective,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Towards the internet of agents: an analysis of the internet of things from the intelligence and autonomy perspective,

Reference 23

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:d97f51457f994ec8c22a239353f3416ed181ea4f09e2382be8ccb621985cb2f1

Observation 3ef236a7-aa2b-4aec-9c56-8dc010af1714 · outbound

This paper cites A sys- tematic method for building internet of agents applications based on the linked open data approach,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents A sys- tematic method for building internet of agents applications based on the linked open data approach,

Reference 24

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:e4192e7ba35fa78451b88e068f8e1992d162c5f321eefe39883b3c9fa8c72b2b

Observation 0290039b-64ed-4773-b13a-d997d70ac175 · outbound

This paper cites An internet of agents architecture for training and deployment of deep convolutional models,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents An internet of agents architecture for training and deployment of deep convolutional models,

Reference 25

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:8b6b4a19e9f76c538a08a45801277fbdc36e14a31ee94a07f88c600c0622242d

Observation 7b195d5f-e7b5-418b-bdef-2c0cf02a22d7 · outbound

This paper cites Acting as a trustee for internet of agents in the absence of explicit feedback,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Acting as a trustee for internet of agents in the absence of explicit feedback,

Reference 26

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:2caa0d8274e8ba318ab0b8a9e6a3242c3124fc66aab4b3fd1e9cf523308b7a3e

Observation 4a32057b-6888-4bdd-8bbc-a74dbf3ffbe7 · outbound

This paper cites An integrated trust establishment model for the Internet of Agents,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents An integrated trust establishment model for the Internet of Agents,

Reference 27

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:fd708465b2571554aeadeb086437904bcdbe29d035c7b861c3d85fda76f98dff

Observation f5f61c2e-1476-4daa-a292-b482960ce416 · outbound

This paper cites Securing Agentic AI in IoT systems,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Securing Agentic AI in IoT systems,

Reference 28

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:e097cb74e4f435760fba9b94512791d858851df7691e26cd984adc8f50d6bad3

Observation 6a66d82c-6140-42ca-8de7-bdd6cc588893 · outbound

This paper cites Toward the internet of Agentic AI: Protocols, architecture, and challenges,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Toward the internet of Agentic AI: Protocols, architecture, and challenges,

Reference 29

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:c21800d603c029a971a55b7ae6e4d0c9034f16233e1e768058e094c74c91a717

Observation bddb3268-9453-43eb-a10e-f18231918831 · outbound

This paper cites Agentic intelligence for unified cyber defense: A self- adaptive framework for threat detection across cloud, edge, and iot systems,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Agentic intelligence for unified cyber defense: A self- adaptive framework for threat detection across cloud, edge, and iot systems,

Reference 30

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:ed3b8d4b0d0c1d1fd78658ac19613e385581ac1a1b3d9739b9044fc3b9613c5b

Observation 9c84646c-c5fe-4191-b825-af2538113921 · outbound

This paper cites Integration of multiagent systems with resource-oriented architecture for management of iot- objects,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Integration of multiagent systems with resource-oriented architecture for management of iot- objects,

Reference 31

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:9d472d46ec2440e6cb360184ac0cbcb0bf541fd86e808520d89a6c24cb541349

Observation 7ce456d0-f14e-4ede-8530-25844470ba7b · outbound

This paper cites Towards an internet of agents model based on linked open data approach,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Towards an internet of agents model based on linked open data approach,

Reference 32

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:e3e34f448a5e3c7701b0098ae70f3a494923a88f74d55cfe5139b4a85f20c417

Observation 9390ab6c-30c6-4f54-9f8a-9e0bc94c3085 · outbound

This paper cites Draco: Decentralized asynchronous federated learning over row-stochastic wireless networks,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Draco: Decentralized asynchronous federated learning over row-stochastic wireless networks,

Reference 33

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:83353cf68948b8337efeadbfba52fb6248a1b18cd8f45751fc98dfe6acc3fe53

Observation 696cc0a0-83e6-4c74-8a37-a8cd52c61565 · outbound

This paper cites Stackelberg game-based Agentic AI task offloading in internet of agents,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Stackelberg game-based Agentic AI task offloading in internet of agents,

Reference 34

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:9a7b0f85a88b39eba3e31a82f7945d318cc37286dee57ca89c600a0cd5d5e4d6

Observation 1877560c-4245-4153-b198-8ac1a88807c7 · outbound

This paper cites Agentic search engine for real- time internet of things data,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Agentic search engine for real- time internet of things data,

Reference 35

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:8a6277e5cfbd3c13247ccb661049d44304af95a55bb9942bac515b5512962e9d

Observation f40751ad-9425-45b4-aad0-9beed736f7fe · outbound

This paper cites Multimodal and Agentic intelligence–driven ml fusion for sustainable 6g network slicing,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Multimodal and Agentic intelligence–driven ml fusion for sustainable 6g network slicing,

Reference 36

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:6adef864fa816b9b8eb2bd51912fe4636f7216675f061d78ac0ff6844690906e

Observation db1ad842-3b41-474b-964e-92fd676a1bb9 · outbound

This paper cites Internet of agents framework for connected vehicles: A case study on distributed traffic control system,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Internet of agents framework for connected vehicles: A case study on distributed traffic control system,

Reference 37

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:656b6db5380a51d84bc653ff0f89f5dc3348067a7790f33c3d34912a3f658140

Observation c5d223a8-c337-411d-9a84-3a04ba6cafbb · outbound

This paper cites A conceptual framework for smart disaster response using ioa and iot for smart cities,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents A conceptual framework for smart disaster response using ioa and iot for smart cities,

Reference 38

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:2f33419f901870de47020a630707106c2f7f3aa0bfe1890948fb5b68e48b2061

Observation 6fa95319-3bee-4779-8efa-118a29b08da5 · outbound

This paper cites Multi-agent smart water distribution with computer vision-based container detection and AI-driven behavior forecasting for disaster relief in smart cities,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Multi-agent smart water distribution with computer vision-based container detection and AI-driven behavior forecasting for disaster relief in smart cities,

Reference 39

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:f0fedcf269d7e2b6c696346a666c96d2da73103d8b561d2067670a3cdda29170

Observation 6df25b7d-254a-4ba0-957e-1d40b5b5ba01 · outbound

This paper cites Edge-enabled smart agriculture framework: Integrating iot, lightweight deep learning, and Agentic AI for context-aware farming,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Edge-enabled smart agriculture framework: Integrating iot, lightweight deep learning, and Agentic AI for context-aware farming,

Reference 40

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:58cd267c480b3d60e2e3e13ceeb5bef04ba8b0959e0f5c0aef81e8929e225e66

Observation c3f7be8d-b937-4861-8071-07576c0c0ac3 · outbound

This paper cites Cottonbot: An AI-driven cotton farming assistant and irrigation advisor using LLM-rag and Agentic AI tools,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Cottonbot: An AI-driven cotton farming assistant and irrigation advisor using LLM-rag and Agentic AI tools,

Reference 41

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:d477914e150de58f4f5c9245e9e0e0056dbf7b1be90244414b96ff8fbd372716

Observation 1e253b69-0e5f-473d-8f5b-1f45c758a932 · outbound

This paper cites Smart agents as cus- tomers: A semi-autonomous digital commerce model for industry 5.0,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Smart agents as cus- tomers: A semi-autonomous digital commerce model for industry 5.0,

Reference 42

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:afc5410b0226ff5aaa49db72da3b9df848432b31968205569a566bc87ea1d93f

Observation 480bea62-5aae-4635-b22e-428aeec48da0 · outbound

This paper cites LLM-driven approach to automated sustainability of iot systems,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents LLM-driven approach to automated sustainability of iot systems,

Reference 43

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:a2dd32c87a1ad962d1d88d456926138c9ab158df47de154376153b86d9db12ad

Observation 6e3b9339-72bf-476b-afbb-ea764cafdb15 · outbound

This paper cites Harmony: A framework for multimodal LLM-powered AI agents in smart homes via the model context protocol,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Harmony: A framework for multimodal LLM-powered AI agents in smart homes via the model context protocol,

Reference 44

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:a7e9807fdc1e8ae0951fb6f67bb108a3e0c781a35ce85aaf50b99bcd1f5e27d7

Observation b30c53ef-70a2-4e16-835a-7e409c3b7a91 · outbound

This paper cites Securing Agentic AI in iot systems,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Securing Agentic AI in iot systems,

Reference 45

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:b37e3e35b401cc20c3cdad105168fe5d2d4e8177b6465e316c6f70a4707376fc

Observation eb7c04ec-6a5e-4425-acfe-160db5b6b72e · outbound

This paper cites Secure Multi-LLM Agentic AI and Agentification for Edge General Intelligence by Zero-Trust: A Survey.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Secure Multi-LLM Agentic AI and Agentification for Edge General Intelligence by Zero-Trust: A Survey

Reference 46

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:0d30c0ee8137efeae84d49d1afbc41afc0d6523ea04e8062bc378b8d8c51da90

Observation 93563777-4a1d-4a2f-99d7-649c4e4a7ce4 · outbound

This paper cites Small Language Models are the Future of Agentic AI.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Small Language Models are the Future of Agentic AI

Reference 47

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:bad94427bc6179dc034eb2b2f2fd8af265f4faf6d65191789c8ab4f5285891dd

Observation afe0268d-8535-44cb-8442-a72c99d141df · outbound

This paper cites Small language models: A systematic review of computational trade-offs, privacy advantages and deployment in intelligent systems,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Small language models: A systematic review of computational trade-offs, privacy advantages and deployment in intelligent systems,

Reference 48

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:41c3146ada28b6d43ea52cbfd9c3397556be6ac64772ccfbf92a6d42398511ad

Observation f4c445bb-c86e-4181-8134-29c1224769c1 · outbound

This paper cites Minimizing response latency in llm-based agent systems: A comprehensive survey,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Minimizing response latency in llm-based agent systems: A comprehensive survey,

Reference 49

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:d8b60b128830740a61c18d559e6f6a825633abf909d3ac54e9f786939ba1236b

Observation 7d204759-5ce0-44fc-90ff-ecd8f5c989bd · outbound

This paper cites Cognitive edge computing: A compre- hensive survey on optimizing large models and AI agents for pervasive deployment,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Cognitive edge computing: A compre- hensive survey on optimizing large models and AI agents for pervasive deployment,

Reference 50

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:b97cae8c6de331d892ddfec3154cf9e43563d5a78963ac8dcf6ddd807aabaa27

Observation 5a74ecfb-e0d2-4a9a-ad6f-6f8931097465 · outbound

This paper cites Reliability in internet of things: Current status and future perspectives,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Reliability in internet of things: Current status and future perspectives,

Reference 51

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:f15f14502f9946e6a85cbea7707d7f50c43ae09d0821037c8d70ac23a0bf2376

Observation 6c7e55bb-73b3-44d4-a67f-4c7cea11c815 · outbound

This paper cites Multi-Agent Collaboration Mechanisms: A Survey of LLMs.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Multi-Agent Collaboration Mechanisms: A Survey of LLMs

Reference 52

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:ca85c3ab7ebd01ba19f17f3677e220643347895dfb052fbc70103b802e58f39d

Observation c3ee48d0-5ab1-46dd-a3d7-8eeefab1ec4e · outbound

This paper cites When IoT meet LLMs: Appli- cations and challenges,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents When IoT meet LLMs: Appli- cations and challenges,

Reference 53

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:fc10704ecbab871edec45387ec328afc827485b711fea44c23f2fa2b7d65adfa

Observation 4a4d8490-340e-40a7-b4e6-211804fbb546 · outbound

This paper cites Interpreting Agentic systems: Beyond model explanations to system-level accountability,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Interpreting Agentic systems: Beyond model explanations to system-level accountability,

Reference 54

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:318e89b1e85e236cd5d9353298a42282f7bb94ecd045e83950b84ef9871d57d0

Observation e45e8dd9-7c84-4430-a639-50d3b553bb2a · outbound

This paper cites Deploying foundation model powered agent services: A survey,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Deploying foundation model powered agent services: A survey,

Reference 55

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:4c72e4f53b6b4ef24bdf305610ecd7e425bb221adf34ea8b6b212d53ecef955a

Observation 24fb94c7-047d-4653-a041-8298f7186fc2 · outbound

This paper cites A survey of foundation models for iot: Taxonomy and criteria-based analysis,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents A survey of foundation models for iot: Taxonomy and criteria-based analysis,

Reference 56

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:0f45da30af13bfdeb6b00479e4e5900896a2f20f9f4a44f1b22cd34a1728b4ea

Observation f5cf3e9d-bb8c-4ebe-9408-a8db499b593e · outbound

This paper cites Toward edge general intelligence with Agentic AI and agentification: Concepts, technologies, and future directions,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Toward edge general intelligence with Agentic AI and agentification: Concepts, technologies, and future directions,

Reference 57

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:c952495966ee22e3872998560dc82ec7dda9a2b71e6d051a07b20bafab1a181e

Observation cfc35e74-58e2-4cab-9e27-c895576aa185 · outbound

This paper cites From large AI models to Agentic AI: A tutorial on future intelligent communications,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents From large AI models to Agentic AI: A tutorial on future intelligent communications,

Reference 58

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:aba2821633b6c84cb73066ed3f819c06ba71debf1b7779962294e9c4685abcf1

Observation 686b9820-5426-43a2-8c5c-1314b8f39e33 · outbound

This paper cites Understanding world or predicting future? a comprehensive survey of world models,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Understanding world or predicting future? a comprehensive survey of world models,

Reference 59

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:a21370c38d80c786f35ad0fcdc9f9fc584f1e2ca7f73cde6e56d5552ad9f84c7

Observation c9362f59-91e6-4849-b66f-b20f18ab0292 · outbound

This paper cites Agentic digital twins: A taxonomy of capabilities for understanding possible futures,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Agentic digital twins: A taxonomy of capabilities for understanding possible futures,

Reference 60

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:dd13cc080be24312f37d03fb8156d6fa8bb2629feda10bb1f2f0d0ba7492660e

Observation a3998056-1f47-44e2-a3df-236a0ffacd05 · outbound

This paper cites V2llm: A digital-twin-aware retrieval-augmented large language model for resilient telemetry recovery and fault diagnosis in v2x,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents V2llm: A digital-twin-aware retrieval-augmented large language model for resilient telemetry recovery and fault diagnosis in v2x,

Reference 61

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:e1fc27e8141ba9f4a3f40f1b0a52bb6ba7941551395aa9c8f93854bced0a6011

Observation 68a7712a-e06f-44f0-a2aa-9045b9c13872 · outbound

This paper cites From agentification to self-evolving Agentic AI for wireless networks: Concepts, approaches, and future research direc- tions,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents From agentification to self-evolving Agentic AI for wireless networks: Concepts, approaches, and future research direc- tions,

Reference 62

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:7483e056892f9cdb8905652ffe7c67dff19da612d0aa3996c1acc418cb7e7b6a

Observation a38ee539-cea1-4009-a928-90580ec0c22a · outbound

This paper cites Explainable artificial intelligence (XAI) for internet of things: A survey,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Explainable artificial intelligence (XAI) for internet of things: A survey,

Reference 63

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:3fed1351627a0e9616207a86cdb1cb177c5b7c4d4ab8f82f7987eaa7551e41d6

Observation 285d5ef3-0cc7-40b3-affc-4ddb28fda151 · outbound

This paper cites Toward sustainable Agentic AI systems: A survey of architectures and methodologies,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents Toward sustainable Agentic AI systems: A survey of architectures and methodologies,

Reference 64

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:d927f38d63d39d58b9fce4dad3236f52ab1ac8fca58f3cbf64e60b3a18dbb87d

Observation 08370935-ff55-48c4-aa48-241dd34868ab · outbound

This paper cites LLM and AI agents for autonomous systems: A survey of applications, datasets, and security challenges,.

Agentic IoT: Architectures, Applications, and Challenges Toward the Internet of Agents LLM and AI agents for autonomous systems: A survey of applications, datasets, and security challenges,

Reference 65

Resolution
unresolved
no resolver link, observed 2026-07-11T20:52:18.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:52:18.868711Z digest=sha256:9505c2d14406e6d617a691af9caa14ed2b2b09a18c11aae57f956f6f8869614a

Pith citing papers

No inbound Pith citation observations are available.