An Energy-Aware Approach to Design Self-Adaptive AI-based Applications on the Edge

The advent of edge devices dedicated to machine learning tasks enabled the execution of AI-based applications that efficiently process and classify the data acquired by the resource-constrained devices populating the Internet of Things. The proliferation of such applications (e.g., critical monitori...

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Veröffentlicht in:	IEEE/ACM International Conference on Automated Software Engineering : [proceedings] S. 281 - 293
Hauptverfasser:	Tundo, Alessandro, Mobilio, Marco, Ilager, Shashikant, Brandic, Ivona, Bartocci, Ezio, Mariani, Leonardo
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 11.09.2023
Schlagworte:	AI-based edge computing energy-aware internet-of-things Metaheuristics multi-objective Object detection Pedestrians Photovoltaic systems Prototypes self-adaptive Smart cities Switches
ISSN:	2643-1572
Online-Zugang:	Volltext
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