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GlossaryAI InfrastructureInfrastructure as Code

Infrastructure as Code

[ˈɪnfrəstrʌktʃər æz koʊd]
AI Infrastructure
Last updated: December 9, 2024

Definition

The practice of managing ML infrastructure through code and automation.

Detailed Explanation

Defines infrastructure configuration, deployment, and maintenance through code rather than manual processes. Includes infrastructure provisioning, configuration management, and environment setup. Enables version control and automation of infrastructure changes.

Use Cases

Automated environment setup, Cloud resource management, Infrastructure provisioning, Environment configuration

Related Terms

Secure Multi-Party Computation

A cryptographic technique that allows multiple parties to jointly compute a function over their inputs while keeping those inputs private.

AI Infrastructure

A/B Testing

Controlled experimentation comparing two or more versions of an ML model in production.

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Authentication

The process of verifying the identity of users systems or entities accessing AI resources.

AI Infrastructure