Glossary

Kubeflow is an open-source platform for managing and scaling machine learning workflows on Kubernetes, supporting training, deployment, and automation.

Univa Grid Engine (UGE) is a distributed resource management tool that schedules, monitors, and optimizes computing workloads across HPC clusters and grids.

Orchestration automates machine learning workflows by coordinating data, training, and deployment processes for efficient MLOps pipelines.

Parallel processing divides complex computations into smaller tasks executed simultaneously across processors, boosting speed, efficiency, and scalability.