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AI Infrastructure
AI Orchestration

AI Orchestration

[eɪ aɪ ˌɔːkɪˈstreɪʃən]
AI Infrastructure
Last updated: December 9, 2024

Definition

System for coordinating and managing multiple AI services and workflows

Detailed Explanation

Framework for automating the deployment scaling and management of AI applications and their dependencies ensuring efficient resource utilization and workflow coordination

Use Cases

Multi-model inference pipelines Distributed training systems Automated ML workflows

Related Terms

API Development

The creation of interfaces that allow other systems to interact with deployed ML models.

AI Infrastructure

Correlation Matrix

A table showing correlation coefficients between variables in a dataset.

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Model Compression

Techniques used to reduce the size and computational requirements of neural networks while maintaining performance. This enables deployment on resource-constrained devices.

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