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A Systematic Literature Review on Federated Machine Learning: From A Software Engineering Perspective.

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Boris Kit

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Sin Wong

 

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Distributed Trust Through the Lens of Software Architecture., , , , , и . CoRR, (2023)Blockchain-Based Federated Learning for Device Failure Detection in Industrial IoT., , , , , , , , и . IEEE Internet Things J., 8 (7): 5926-5937 (2021)Dynamic-Fusion-Based Federated Learning for COVID-19 Detection., , , , , , , , и . IEEE Internet Things J., 8 (21): 15884-15891 (2021)An Interoperable Component-Based Architecture for Data-Driven IoT System., , , и . Sensors, 19 (20): 4354 (2019)Blockchain-based Trustworthy Federated Learning Architecture., , , , , , и . CoRR, (2021)Architectural Patterns for the Design of Federated Learning Systems., , , , , и . CoRR, (2021)FLRA: A Reference Architecture for Federated Learning Systems., , , и . ECSA, том 12857 из Lecture Notes in Computer Science, стр. 83-98. Springer, (2021)Toward Trustworthy AI: Blockchain-Based Architecture Design for Accountability and Fairness of Federated Learning Systems., , , , , , и . IEEE Internet Things J., 10 (4): 3276-3284 (февраля 2023)A Systematic Literature Review on Federated Machine Learning: From A Software Engineering Perspective., , , , и . CoRR, (2020)A Decision Model for Federated Learning Architecture Pattern Selection., , , и . CoRR, (2022)