Modzy's Approach to Processing Engines and AI Infrastructure Management

Written by modzy | Published 2021/07/14
Tech Story Tags: modzy | ai-infrastructure-management | processing-engines | model-ops | mlops | challenges-in-deployment-of-ai | ai | good-company

TLDR Infrastructure management is one component of managing AI for enterprise scale. Forrester has a widely used definition for ModelOps: the tools, technology, and practices that enable cross-functional AI teams to efficiently deploy, monitor, retrain, and govern AI models in production systems. Modzy uses Kubernetes to manage models, where each model is served as a microservice in a container. This paradigm allows customers to scale horizontally and provide customers with an efficient way of running many inference jobs to one, or many, models in parallel.via the TL;DR App

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Written by modzy | A software platform for organizations and developers to responsibly deploy, monitor, and get value from AI - at scale.
Published by HackerNoon on 2021/07/14