Machine learning deployment architecture

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Folkert Stijnman

ML Engineer

Microservices architecture

Phases microservices architecture

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Monolith vs. microservice architecture

Monolithic architecture

 

  • One uniform application containing all services
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Monolith vs. microservice architecture

 

  • Collection of smaller, independent services

Microservices architecture

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Monolith vs. microservice architecture

Microservices architecture

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Inferencing

Microservice

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Inferencing

Inferencing is the process in which we send new input to the machine learning model and receive output from the model. Inferencing with API

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Application Programming Interface (API)

API

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Let's practice!

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