Serverless Deployment

The practice of packaging an application and its dependencies into portable containers that run consistently across different environments.

An open-source container orchestration platform that automates the deployment, scaling, networking, and management of containerized applications across clusters of machines, making it a standard platform for running production AI and cloud-native workloads.

The process of making an AI model available for inference by deploying it behind an interface that accepts requests and returns predictions or generated outputs.

The underlying hardware and software infrastructure where applications or models execute.

A software engineering practice in which infrastructure resources such as servers, networks, cloud services, and Kubernetes clusters are defined, provisioned, and managed using declarative or imperative code instead of manual configuration.

The automatic adjustment of computing resources in response to changing workloads to optimize performance, availability, and cost efficiency.