Serverless on machine learning: A systematic mapping study

A Barrak, F Petrillo, F Jaafar - IEEE Access, 2022 - ieeexplore.ieee.org
Machine Learning Operations (MLOps) is an approach to managing the entire lifecycle of a
machine learning model. It has evolved over the last years and has started attracting many …

Serverless architectures for scalable peer-to-peer machine learning training

MA Barrak - 2024 - constellation.uqac.ca
Serverless computing has revolutionized cloud-computing paradigms by allowing
developers to focus on application functionality without managing the underlying …

A streaming data prediction method based on long short-term memory model and grey model

L Yang, S Sun, R Xin - 2021 International Conference on …, 2021 - spiedigitallibrary.org
The popularity of intelligent devices has driven the application and development of Internet
of Things (IoT). Data generated by sensor networks are more inclined to be transmitted and …