Cloud Computing on English AI Terms Dictionary

Kubernetes

Sat, 18 Jul 2026 10:04:10 +0000

Definition

Kubernetes (often abbreviated as K8s) is a container orchestration system originally developed by Google. It automates the deployment, scaling, and operation of application containers across clusters of hosts. By managing resources efficiently, ensuring high availability, and handling rolling updates and rollbacks, Kubernetes allows developers to focus on building software rather than managing infrastructure. It is a cornerstone of modern cloud-native development, supporting microservices architectures and enabling seamless integration with various cloud providers.

Deploy:Azure

Sat, 18 Jul 2026 09:55:14 +0000

Definition

Deploying to Azure involves utilizing cloud-native tools like Azure Machine Learning, Azure Kubernetes Service (AKS), or Azure Functions to serve ML models at scale. It encompasses managing compute resources, ensuring high availability, implementing CI/CD pipelines for model updates, and monitoring performance metrics. This practice enables organizations to leverage Azure’s global infrastructure for robust and secure AI application delivery.

Summary

The process of hosting and running machine learning models on Microsoft Azure cloud infrastructure services.