Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T22:42:00.914112Z
Paper Citation Record · LEDGER
As of 23 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 2 inbound Pith citation observations for arXiv:2501.00906.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T22:42:00.914112Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T11:05:22.446088Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
44 of 44 outbound references displayed
External citation measurements
2
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Observation 73ae497b-5651-4b17-8703-b53a5ba32d80 · outbound
Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Autonomy and Intelligence in the Computing Continuum: Challenges, Enablers, and Future Directions for Orchestration
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 80249c92-0408-477f-a1a0-092fe347c53b · outbound
Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Unresolved cited work
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation f2a3d29c-e46b-4c65-8442-705db6f39dc6 · outbound
Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Rosendo, et al., Distributed intelligence on the edge-to-cloud continuum: A systematic literature review, Journal of Parallel and Distributed Computing 166 (2022) 71–94
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation cc1fe89c-4c3a-402c-8e3b-318fa2ba5556 · outbound
Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things A Manifesto for Future Generation Cloud Computing: Research Directions for the Next Decade
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation ba4324df-ea5f-4a23-a78a-17ee818ba07d · outbound
Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Satyanarayanan, The emergence of edge computing, Computer 50 (1) (2017) 30–39
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c6184cac-1c5a-4066-b9b8-ebef10ff79f5 · outbound
Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Unresolved cited work
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation efb10972-4b81-4a60-9633-7deb0cde9ba7 · outbound
Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Tarkoma, Publish / Subscribe Systems: Design and Principles, Wiley Series on Communications Networking & Distributed Systems, Wiley, 2012
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 60eb5bec-3fd3-4308-8ba4-b6190827963b · outbound
Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Carzaniga, et al., Design and evaluation of a wide-area event notification service, ACM Trans
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 2329b6f9-ec2d-4764-af11-7cf5fa75b3da · outbound
Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Team, Mqtt publish/subscribe architecture (pub/sub) - mqtt essentials: Part 2 (Jan 2015)
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation bd52b4ee-cd20-4104-b513-b4be4875c441 · outbound
Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Towards Message Brokers for Generative AI: Survey, Challenges, and Opportunities
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 91b32d83-4aa3-4c5d-812a-74d79c85bdeb · outbound
Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Unresolved cited work
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 2d5cd8b4-296a-41bb-bb75-f423459318e1 · outbound
Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things LLaMA: Open and Efficient Foundation Language Models
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 233957e9-863a-4524-b69d-dd625db717b0 · outbound
Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Emergent Abilities of Large Language Models
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f3847d3a-5372-4e8e-bfd6-2ad3d4af0560 · outbound
Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation da62d498-ac06-4675-a42d-3734ed9b4357 · outbound
Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things ChatGPT: Applications, Opportunities, and Threats
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 624aba2b-7bf9-4b35-b78b-874e7698e36a · outbound
Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things PaLM 2 Technical Report
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dbf46002-c121-475f-a593-d7c750b21885 · outbound
Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Towards an Understanding of Large Language Models in Software Engineering Tasks
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9be8644b-78f0-45a4-bb38-16b0f47e00cb · outbound
Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Attention Is All You Need
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 90415e54-6a63-4f90-9a57-bfa26a97cda6 · outbound
Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Unresolved cited work
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 53869bab-d8ed-4ad7-b386-f87106dd9ba3 · outbound
Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3244a463-5113-4a85-ac1c-a931411c3e73 · outbound
Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8939bbcc-9db9-4144-9f5f-c2ff7ea92d41 · outbound
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 9e4f5205-6ec6-423f-af1a-52c0085d8475 · outbound
Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Unresolved cited work
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation e3dc1321-4f1e-4da5-b9ca-1234d79fcba2 · outbound
Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Auto-GPT for Online Decision Making: Benchmarks and Additional Opinions
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5bbb0158-3d74-4fec-a9cc-aa9607608165 · outbound
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 559688a7-85a1-44b9-bff4-72cf68b57ebf · outbound
Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Nascimento, P
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0a41472e-0c9c-4347-9aed-49da5d8d91c0 · outbound
Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things LLM Harmony: Multi-Agent Communication for Problem Solving
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 509e692e-fba1-4d9e-a118-b0192211304f · outbound
Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 32784532-84aa-4653-af3b-dca567afbc96 · outbound
Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things AgentCoord: Visually Exploring Coordination Strategy for LLM-based Multi-Agent Collaboration
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0791161c-d998-4c24-a93a-e1619ddc33f6 · outbound
Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things AgentLite: A Lightweight Library for Building and Advancing Task-Oriented LLM Agent System
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 01982876-ead6-48d6-9a28-c42102884d6f · outbound
Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework
Reference 31
Source-reported events for the cited work
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Observation 44ff3e27-67e2-410b-99dd-96fdc948ec03 · outbound
Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things ChatDev: Communicative Agents for Software Development
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f95d939d-1892-4984-a459-508aa068468e · outbound
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 06f884f1-5094-4df3-9af5-8fab4320b431 · outbound
Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Smurfs: Multi-Agent System using Context-Efficient DFSDT for Tool Planning
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9f487ff2-e124-4875-ba1d-5443a4ce3cb3 · outbound
Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs
Reference 35
Source-reported events for the cited work
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Observation 3f0c0418-6f1c-4419-92c9-e4079493b433 · outbound
Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Large Language Models for Robotics: Opportunities, Challenges, and Perspectives
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e855ea75-2e4b-4b66-98c4-8914d8aea0f5 · outbound
Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things LLM-based Robot Task Planning with Exceptional Handling for General Purpose Service Robots
Reference 37
Source-reported events for the cited work
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Observation 2eddc497-bdc7-4814-9f90-9f8633b5e7ca · outbound
Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things SMART-LLM: Smart Multi-Agent Robot Task Planning using Large Language Models
Reference 38
Source-reported events for the cited work
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Observation b278aa1f-3804-45a6-b944-142f1d2fa3e0 · outbound
Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things The helium spread in the Globular cluster 47 Tuc
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 634bdf51-d5b0-449d-b978-35b1e13ce0d1 · outbound
Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Large Language Models meet Network Slicing Management and Orchestration
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d577ae0e-8c41-4281-9d2a-d844177c9db9 · outbound
Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Unresolved cited work
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 647ba999-7ada-487f-a75d-f0ef94a96111 · outbound
Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things How Can AI be Distributed in the Computing Continuum? Introducing the Neural Pub/Sub Paradigm
Reference 42
Source-reported events for the cited work
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Observation f9f875ee-c55a-496d-b89c-e00d23a82827 · outbound
Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Video-ChatGPT: Towards Detailed Video Understanding via Large Vision and Language Models
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4c58cac5-8fea-4c72-8085-665a4dd05141 · outbound
Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things Unresolved cited work
Reference 1573
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 71d428e4-bdcb-4ab9-8b79-50270f9653c2 · inbound
From Virtual Agents to Robot Teams: A Multi-Robot Framework Evaluation in High-Stakes Healthcare Context Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f8ff860-8c5c-4757-8cae-559cdab8ceb6 · inbound
Survey of LLM Agent Communication with MCP: A Software Design Pattern Centric Review Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.