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Tiny Machine Learning and On-Device Inference: A Survey of . . . - MDPI The growth in artificial intelligence and its applications has led to increased data processing and inference requirements Traditional cloud-based inference solutions are often used but may prove inadequate for applications requiring near-instantaneous response times This review examines Tiny Machine Learning, also known as TinyML, as an alternative to cloud-based inference The review