Efficient Asynchronous Federated Evaluation with Strategy Similarity Awareness for Intent-Based Networking in Industrial Internet of Things | Paper Citation Record

Observation 02935d09-7c88-4b59-a57f-74c25c80aacf · outbound

This paper cites Industrial internet of things intelligence empowering smart manufacturing: A literature review,.

Efficient Asynchronous Federated Evaluation with Strategy Similarity Awareness for Intent-Based Networking in Industrial Internet of Things Industrial internet of things intelligence empowering smart manufacturing: A literature review,

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This paper cites Industrial internet of things: Requirements, architecture, challenges, and future research directions,.

Efficient Asynchronous Federated Evaluation with Strategy Similarity Awareness for Intent-Based Networking in Industrial Internet of Things Industrial internet of things: Requirements, architecture, challenges, and future research directions,

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This paper cites Intent-based networking: Current advances, open challenges, and future directions,.

Efficient Asynchronous Federated Evaluation with Strategy Similarity Awareness for Intent-Based Networking in Industrial Internet of Things Intent-based networking: Current advances, open challenges, and future directions,

Reference 3

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This paper cites A survey on intent-based networking,.

Efficient Asynchronous Federated Evaluation with Strategy Similarity Awareness for Intent-Based Networking in Industrial Internet of Things A survey on intent-based networking,

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Efficient Asynchronous Federated Evaluation with Strategy Similarity Awareness for Intent-Based Networking in Industrial Internet of Things Intent-based approaches for industry 4.0 applications: A systematic mapping study,

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This paper cites Full-life cycle intent-driven network verification: Challenges and approaches,.

Efficient Asynchronous Federated Evaluation with Strategy Similarity Awareness for Intent-Based Networking in Industrial Internet of Things Full-life cycle intent-driven network verification: Challenges and approaches,

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This paper cites Network copilot: Intent-driven network configuration updating for service guarantee,.

Efficient Asynchronous Federated Evaluation with Strategy Similarity Awareness for Intent-Based Networking in Industrial Internet of Things Network copilot: Intent-driven network configuration updating for service guarantee,

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This paper cites In-context retrieval-augmented language mod- els,.

Efficient Asynchronous Federated Evaluation with Strategy Similarity Awareness for Intent-Based Networking in Industrial Internet of Things In-context retrieval-augmented language mod- els,

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This paper cites Following the compass: Llm-empowered intent translation with manual guidance,.

Efficient Asynchronous Federated Evaluation with Strategy Similarity Awareness for Intent-Based Networking in Industrial Internet of Things Following the compass: Llm-empowered intent translation with manual guidance,

Reference 10

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This paper cites Human-centred ai in industry 5.0: a systematic review,.

Efficient Asynchronous Federated Evaluation with Strategy Similarity Awareness for Intent-Based Networking in Industrial Internet of Things Human-centred ai in industry 5.0: a systematic review,

Reference 11

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This paper cites Intent-driven secure system design: Methodology and implementation,.

Efficient Asynchronous Federated Evaluation with Strategy Similarity Awareness for Intent-Based Networking in Industrial Internet of Things Intent-driven secure system design: Methodology and implementation,

Reference 12

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This paper cites A survey on security and cryptographic perspective of industrial-internet-of-things,.

Efficient Asynchronous Federated Evaluation with Strategy Similarity Awareness for Intent-Based Networking in Industrial Internet of Things A survey on security and cryptographic perspective of industrial-internet-of-things,

Reference 13

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Observation b95a6fec-bdb3-4a7d-be3c-c52be6e8b7ac · outbound

This paper cites Federated Learning: Strategies for Improving Communication Efficiency.

Efficient Asynchronous Federated Evaluation with Strategy Similarity Awareness for Intent-Based Networking in Industrial Internet of Things Federated Learning: Strategies for Improving Communication Efficiency

Reference 14

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Efficient Asynchronous Federated Evaluation with Strategy Similarity Awareness for Intent-Based Networking in Industrial Internet of Things Communication-efficient learning of deep networks from decentralized data,

Reference 15

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Observation a2228969-934b-40a9-a8b6-125f8b6281ba · outbound

This paper cites Decentralized federated learning: A survey and perspective,.

Efficient Asynchronous Federated Evaluation with Strategy Similarity Awareness for Intent-Based Networking in Industrial Internet of Things Decentralized federated learning: A survey and perspective,

Reference 16

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Observation 304852db-7b6f-47c6-8dbf-ab2adf77c477 · outbound

This paper cites Convergence analysis of sequential federated learning on heterogeneous data,.

Efficient Asynchronous Federated Evaluation with Strategy Similarity Awareness for Intent-Based Networking in Industrial Internet of Things Convergence analysis of sequential federated learning on heterogeneous data,

Reference 17

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Observation 82925ffb-c80c-4b91-bb6e-7055a583a534 · outbound

This paper cites Every parameter matters: Ensuring the convergence of federated learning with dynamic heterogeneous models reduction,.

Efficient Asynchronous Federated Evaluation with Strategy Similarity Awareness for Intent-Based Networking in Industrial Internet of Things Every parameter matters: Ensuring the convergence of federated learning with dynamic heterogeneous models reduction,

Reference 18

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This paper cites Fedasmu: Efficient asynchronous federated learning with dynamic staleness-aware model update,.

Efficient Asynchronous Federated Evaluation with Strategy Similarity Awareness for Intent-Based Networking in Industrial Internet of Things Fedasmu: Efficient asynchronous federated learning with dynamic staleness-aware model update,

Reference 19

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Observation 388be0d6-c272-4326-9722-a56a34f08af3 · outbound

This paper cites Enhancing network management using code generated by large language models,.

Efficient Asynchronous Federated Evaluation with Strategy Similarity Awareness for Intent-Based Networking in Industrial Internet of Things Enhancing network management using code generated by large language models,

Reference 20

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This paper cites Prosper: Extracting protocol specifica- tions using large language models,.

Efficient Asynchronous Federated Evaluation with Strategy Similarity Awareness for Intent-Based Networking in Industrial Internet of Things Prosper: Extracting protocol specifica- tions using large language models,

Reference 21

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This paper cites Intent-based networking and its application to optical networks,.

Efficient Asynchronous Federated Evaluation with Strategy Similarity Awareness for Intent-Based Networking in Industrial Internet of Things Intent-based networking and its application to optical networks,

Reference 22

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This paper cites An adaptive asynchronous federated learning framework for heterogeneous internet of things,.

Efficient Asynchronous Federated Evaluation with Strategy Similarity Awareness for Intent-Based Networking in Industrial Internet of Things An adaptive asynchronous federated learning framework for heterogeneous internet of things,

Reference 23

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Observation 22498f19-118b-4bf2-b2c5-c0c9e614a283 · outbound

This paper cites An ai-driven intent-based network architecture,.

Efficient Asynchronous Federated Evaluation with Strategy Similarity Awareness for Intent-Based Networking in Industrial Internet of Things An ai-driven intent-based network architecture,

Reference 24

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This paper cites Towards intent-based network management: Large language models for intent extraction in 5g core networks,.

Efficient Asynchronous Federated Evaluation with Strategy Similarity Awareness for Intent-Based Networking in Industrial Internet of Things Towards intent-based network management: Large language models for intent extraction in 5g core networks,

Reference 25

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This paper cites Intent assurance using llms guided by intent drift,.

Efficient Asynchronous Federated Evaluation with Strategy Similarity Awareness for Intent-Based Networking in Industrial Internet of Things Intent assurance using llms guided by intent drift,

Reference 26

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This paper cites Agentic ai for intent-based industrial automation,.

Efficient Asynchronous Federated Evaluation with Strategy Similarity Awareness for Intent-Based Networking in Industrial Internet of Things Agentic ai for intent-based industrial automation,

Reference 27

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Efficient Asynchronous Federated Evaluation with Strategy Similarity Awareness for Intent-Based Networking in Industrial Internet of Things Confidence-based similarity- aware personalized federated learning for autonomous iot,

Reference 28

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Efficient Asynchronous Federated Evaluation with Strategy Similarity Awareness for Intent-Based Networking in Industrial Internet of Things Loci: Federated continual learning of heterogeneous tasks at edge,

Reference 29

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This paper cites Pfedsa: Personalized federated multi-task learning via similarity awareness,.

Efficient Asynchronous Federated Evaluation with Strategy Similarity Awareness for Intent-Based Networking in Industrial Internet of Things Pfedsa: Personalized federated multi-task learning via similarity awareness,

Reference 30

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Efficient Asynchronous Federated Evaluation with Strategy Similarity Awareness for Intent-Based Networking in Industrial Internet of Things Bert: Pre-training of deep bidirectional transformers for language understanding,

Reference 31

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Efficient Asynchronous Federated Evaluation with Strategy Similarity Awareness for Intent-Based Networking in Industrial Internet of Things wav2vec 2.0: A framework for self-supervised learning of speech representations,

Reference 32

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Efficient Asynchronous Federated Evaluation with Strategy Similarity Awareness for Intent-Based Networking in Industrial Internet of Things Deep residual neural-network-based robot joint fault diagnosis method,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T19:40:45.296493Z

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Efficient Asynchronous Federated Evaluation with Strategy Similarity Awareness for Intent-Based Networking in Industrial Internet of Things Gpt-5 and open-weight large language models: Advances in reasoning, transparency, and control,

Reference 34

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Efficient Asynchronous Federated Evaluation with Strategy Similarity Awareness for Intent-Based Networking in Industrial Internet of Things DeepSeek-V3 Technical Report

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-03T19:40:45.639662Z

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Efficient Asynchronous Federated Evaluation with Strategy Similarity Awareness for Intent-Based Networking in Industrial Internet of Things Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-03T19:40:45.787187Z

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Efficient Asynchronous Federated Evaluation with Strategy Similarity Awareness for Intent-Based Networking in Industrial Internet of Things A survey on kernel-based multi-task learning,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-03T19:40:45.925642Z

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Efficient Asynchronous Federated Evaluation with Strategy Similarity Awareness for Intent-Based Networking in Industrial Internet of Things Federated optimization in heterogeneous networks,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-03T19:40:45.999644Z

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Efficient Asynchronous Federated Evaluation with Strategy Similarity Awareness for Intent-Based Networking in Industrial Internet of Things Federated machine learning: Concept and applications,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-03T19:40:46.147508Z

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Efficient Asynchronous Federated Evaluation with Strategy Similarity Awareness for Intent-Based Networking in Industrial Internet of Things Asynchronous Federated Optimization

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-03T19:40:46.282571Z

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This paper cites Edge-iiotset: A new comprehensive realistic cyber security dataset of iot and iiot applications for centralized and federated learning,.

Efficient Asynchronous Federated Evaluation with Strategy Similarity Awareness for Intent-Based Networking in Industrial Internet of Things Edge-iiotset: A new comprehensive realistic cyber security dataset of iot and iiot applications for centralized and federated learning,

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-03T19:40:46.425566Z

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This paper cites Communication-Efficient Learning of Deep Networks from Decentralized Data,.

Efficient Asynchronous Federated Evaluation with Strategy Similarity Awareness for Intent-Based Networking in Industrial Internet of Things Communication-Efficient Learning of Deep Networks from Decentralized Data,

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-03T19:40:46.509457Z

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This paper cites Safa: A semi- asynchronous protocol for fast federated learning with low overhead,.

Efficient Asynchronous Federated Evaluation with Strategy Similarity Awareness for Intent-Based Networking in Industrial Internet of Things Safa: A semi- asynchronous protocol for fast federated learning with low overhead,

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-03T19:40:46.635736Z

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Observation 75092a2a-662d-4c88-af95-53e8d3fe0703 · outbound

This paper cites A review of federated learning methods in heterogeneous scenarios,.

Efficient Asynchronous Federated Evaluation with Strategy Similarity Awareness for Intent-Based Networking in Industrial Internet of Things A review of federated learning methods in heterogeneous scenarios,

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-03T19:40:46.703857Z

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This paper cites Scheduling and aggregation design for asynchronous federated learning over wireless networks,.

Efficient Asynchronous Federated Evaluation with Strategy Similarity Awareness for Intent-Based Networking in Industrial Internet of Things Scheduling and aggregation design for asynchronous federated learning over wireless networks,

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-03T19:40:46.926730Z

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This paper cites Fedsa: A staleness-aware asynchronous federated learning algorithm with non-iid data,.

Efficient Asynchronous Federated Evaluation with Strategy Similarity Awareness for Intent-Based Networking in Industrial Internet of Things Fedsa: A staleness-aware asynchronous federated learning algorithm with non-iid data,

Reference 46

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