Edge AI: A Taxonomy, Systematic Review and Future Directions
Published in Cluster Computing, 2025
A comprehensive taxonomy and systematic review of Edge AI, covering infrastructure, cloud computing, fog computing, services, use cases, ML and deep learning, and resource management. The study emphasizes research challenges including resource constraints, security vulnerabilities, and scalability problems.
Recommended citation: SS Gill, M Golec, J Hu, M Xu, J Du, H Wu, GK Walia, SS Murugesan, B Ali, et al. "Edge AI: A Taxonomy, Systematic Review and Future Directions," Cluster Computing 28, 18 (2025). DOI: 10.1007/s10586-024-04686-y
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