Model Serving

What is NVIDIA Triton, and How to Deploy It in an Enterprise Data Stack?

Last updated on
April 10, 2025

What is NVIDIA Triton?

NVIDIA's Triton Inference Server is a tool that allows you to deploy and manage machine learning models in a production environment. It is optimized to work with both CPUs and GPUs, and it provides a cloud and edge inferencing solution that is fast and efficient. It supports REST and GRPC APIs, which allow remote clients to request inferencing for any model being managed by the server

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Why is NVIDIA Triton better on Shakudo?

Why is better on Shakudo?

Core Shakudo Features

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Keep data sovereign, protect IP, and avoid vendor lock-in with infra-agnostic deployments.

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Pre-built templates and automated DevOps accelerate time-to-value.
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Flexible with Experts

Operating system and dedicated support ensure seamless adoption of the latest and greatest tools.
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