Towards Trustworthy Machine Learning in Production: An Overview of the Robustness in MLOps Approach

F Bayram, BS Ahmed - ACM Computing Surveys, 2024 - dl.acm.org
Artificial intelligence (AI), and especially its sub-field of Machine Learning (ML), are
impacting the daily lives of everyone with their ubiquitous applications. In recent years, AI …

MLOps Components, Tools, Process and Metrics-A Systematic Literature Review

AP Woźniak, M Milczarek, J Woźniak - IEEE Access, 2025 - ieeexplore.ieee.org
With the growing popularity of machine learning, implementations of the environment for
developing and maintaining these models, called MLOps, are becoming more common. The …

[PDF][PDF] Toward Standardization and Automation of Data Science Projects: MLOps and Cloud Computing as Facilitators.

C Haertel, C Daase, D Staegemann, A Nahhas… - KMIS, 2023 - pdfs.semanticscholar.org
The significant increase in the amount of generated data provides potential for organizations
to improve performance. Accordingly, Data Science (DS), which encompasses the methods …

A system for collecting labelled data and evaluating AI algorithms for in-ear detection in hearing protection

DA Limanówka-Pieniak - 2024 - oda.oslomet.no
This thesis investigates the integration of artificial intelligence (AI) algorithms to precisely
determine the status of an earplug within hearing protection devices, discerning whether it is …

Analysing MLOps and its Applicability in the Maritime Domain through a Systematic Mapping Study

AR Morariu, T Ahmad, B Iancu… - 2024 IEEE 7th …, 2024 - ieeexplore.ieee.org
MLOps (Machine Learning Operations) is an engineering approach to streamline the
development, deployment and maintenance of machine learning (ML) solutions in an …

РАЗВЕРТЫВАНИЕ КОНТЕЙНЕРНЫХ ПРИЛОЖЕНИЙ С ПОМОЩЬЮ МАШИННОГО ОБУЧЕНИЯ: ОБЗОР И АНАЛИЗ

ЛТ Кусепова, АБ Оспанова, АЕ Назырова… - Вестник …, 2024 - vestnik.kaztbu.edu.kz
Аннотация В связи с динамическим развитием и растущей сложностью систем
необходимо постоянно выполнять поиск новых методов управления сервисами в …