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Machine Learning in Microservices
book

Machine Learning in Microservices

by Mohamed Osam Abouahmed, Omar Ahmed
March 2023
Intermediate to advanced
270 pages
6h 54m
English
Packt Publishing
Content preview from Machine Learning in Microservices

8

The Role of DevOps in Building Intelligent MSA Enterprise Systems

In previous chapters, we covered what MSA is and the advantages of MSA over monolithic architecture. Then, we discussed, with examples, how to refactor a monolithic application into an MSA, and then talked about different patterns and techniques to enhance the performance of an MSA system.

We also discussed the different ML and DL algorithms with hands-on examples, how they can be optimized, and how these ML and DL algorithms can help further enhance the stability, resilience, and supportability of an MSA system in order to build a “smart MSA” or “intelligent MSA” system.

Over the next few chapters, we will further enhance our ABC-MSA system and try to apply what has been learned ...

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Publisher Resources

ISBN: 9781804617748