Litcius/Paper detail

A Literature Review on Model Conversion, Inference, and Learning Strategies in EdgeML with TinyML Deployment

Muhammad Arif, Muhammad Rashid

2025Computers, materials & continua/Computers, materials & continua (Print)15 citationsDOIOpen Access PDF

Abstract

Edge Machine Learning (EdgeML) and Tiny Machine Learning (TinyML) are fast-growing fields that bring machine learning to resource-constrained devices, allowing real-time data processing and decision-making at the network’s ... | Find, read and cite all the research you need on Tech Science Press

Topics & Concepts

Software deploymentInferenceComputer scienceArtificial intelligenceSoftware engineeringInnovation in Digital Healthcare SystemsTechnology and Data AnalysisCloud Computing and Resource Management