A container orchestration platform that automates deployment, scaling, and management of containerized applications across clusters of hosts.

"Container orchestration has become essential for managing microservices at scale. Kubernetes orchestration provides automated deployment, scaling, and management capabilities......"

An automated workflow that processes data through various stages including data collection, preprocessing, model training, and deployment.

"Modern ML workflows require robust pipeline automation to ensure reproducibility. A machine learning pipeline encompasses the entire workflow from data ingestion to model deployment......"

A technique used to control the number of requests a client can make to an API within a specified time period to prevent abuse and ensure fair usage.

"Rate limiting is crucial for preventing API abuse and ensuring fair usage among clients. API rate limiting mechanisms help maintain system stability......"