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A Closed-Loop Measurement Study of Runtime Governance for AI-Driven IoT: reproducibility package

Year: 2026

Type: software

Abstract: Software-in-the-loop testbed and deployable governance service for the Sensors paper 'A Closed-Loop Study of Runtime Governance for AI-Driven IoT'. Closes the control loop through a physical plant model and measures which runtime governance mechanism reduces physical risk; the principal result is that admission control removes a substantial fraction of the unsafe exposure while checkpoint rollback removes only a further 0.2%. No physical hardware was operated.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.21374935

Authors: Saydirasulov Saydirasulovic, Norkobil, Davronbekov, Dilmurod Abdujalilovich, Makhmudov, Makhsum Mubashirovich, Cho, Young Im

Institutions: Gachon University, Tashkent University of Information Technology

Language: English

Topic: IoT and Edge/Fog Computing

Subfield: Computer Networks and Communications

Field: Computer Science

Domain: Physical Sciences

SDG: Industry, innovation and infrastructure

Open Access status: green

OpenAlex ID: W7168344463

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