The MPAI (Moving Picture, Audio and Data Coding by Artificial Intelligence) organization has defined an AI Framework (AIF) whereby components performing AI-based data processing are connected with each other through standard interfaces to form workflows. In the present paper, we describe a prototype implementation of the AIF on the Zephyr RTOS running on an STMicroelectronics IoT node discovery kit that offers features typical of a wearable device.The described prototype is the first implementation of the AIF standard, and as such it has served as an initial practical validation of the specification when applied to the world of embedded systems. This successful step opens the way to many future extensions within the IoT context.

Implementation of an IoT Wearable Prototype on a Standard AI Architecture

Bortoluzzi D.;Torta G.
2022-01-01

Abstract

The MPAI (Moving Picture, Audio and Data Coding by Artificial Intelligence) organization has defined an AI Framework (AIF) whereby components performing AI-based data processing are connected with each other through standard interfaces to form workflows. In the present paper, we describe a prototype implementation of the AIF on the Zephyr RTOS running on an STMicroelectronics IoT node discovery kit that offers features typical of a wearable device.The described prototype is the first implementation of the AIF standard, and as such it has served as an initial practical validation of the specification when applied to the world of embedded systems. This successful step opens the way to many future extensions within the IoT context.
2022
20th IEEE International Conference on Dependable, Autonomic and Secure Computing, 20th IEEE International Conference on Pervasive Intelligence and Computing, 7th IEEE International Conference on Cloud and Big Data Computing, 2022 IEEE International Conference on Cyber Science and Technology Congress, DASC/PiCom/CBDCom/CyberSciTech 2022
ita
2022
Proceedings of the 2022 IEEE International Conference on Dependable, Autonomic and Secure Computing, International Conference on Pervasive Intelligence and Computing, International Conference on Cloud and Big Data Computing, International Conference on Cyber Science and Technology Congress, DASC/PiCom/CBDCom/CyberSciTech 2022
Institute of Electrical and Electronics Engineers Inc.
1
5
Aggregate Programming; AI Framework; IoT Security; MPAI
Basso A.; Bortoluzzi D.; Torta G.
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2318/2077954
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