MLOps Components, Tools, Process, and Metrics: A Systematic Literature Review by Adrian P. Wozniak, Mateusz Milczarek, Joanna Wozniak

Subjects: Get full text

What Gets Measured Gets Improved: Monitoring Machine Learning Applications in Their Production Environments by Dominik Protschky, Luis Lammermann, Peter Hofmann, Nils Urbach

Subjects: Get full text

ArtifactOps and ArtifactDL: a methodology and a language for conceptualizing and operationalising different types of pipelines by Raúl Miñón, Josu Diaz-de-Arcaya, Ana I. Torre-Bastida, Juan López-de-Armentia, Gorka Zarate, Lander Bonilla, Asier Garcia-Perez, Jon Aguirre-Usandizaga

Subjects: “…MLOps…”
Get full text

E2E Network Slice Assurance for B5G/6G: Realizing Data Collection and Management, MLOps, and Closed-Loop Control by Simona Marinova, Yifang Tian, Alberto Leon-Garcia

Subjects: Get full text

Transitioning from MLOps to LLMOps: Navigating the Unique Challenges of Large Language Models by Saurabh Pahune, Zahid Akhtar

Subjects: Get full text

Make or buy strategy for Machine Learning Operations – MLOps by DIEGO NOGARE, ISMAR F. SILVEIRA, RENATO BANZAI, MAÍNA C. ALEXANDRE

Subjects: Get full text

Scalable earthquake magnitude prediction using spatio-temporal data and model versioning by Rahul Singh, Bholanath Roy

Subjects: “…Machine learning operations (MLOps)…”
Get full text

Intelligent Management of Renewable Energy Communities: An MLaaS Framework with RL-Based Decision Making by Rafael Gonçalves, Diogo Gomes, Mário Antunes

Subjects: Get full text