Deployment of machine learning services via microservices architecture

This work presents the design and implementation of microservices-based architectures for deploying machine learning models using Kubernetes. Two distinct architectures were developed: one focused on image classification using Convolutional Neural Networks (CNNs), and the other on a music recommenda...

• Κύριος συγγραφέας: Zambrano Guanga, Steven Rafael (author)
• Μορφή: bachelorThesis
• Έκδοση: 2025
• Θέματα: Microservicios; Aprendizaje automático; Microservices; Machine learning; Convolutional Neural Networks; Large Language Model
• Διαθέσιμο Online: https://repositorio.yachaytech.edu.ec/handle/123456789/994