Cloud & Networking
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You're reading from  Enterprise DevOps for Architects

Product typeBook
Published inNov 2021
Reading LevelBeginner
PublisherPackt
ISBN-139781801812153
Edition1st Edition
Languages
Python
Tools
AnsibleTerraform
Concepts
DevOps
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Author (1)
Jeroen Mulder
Jeroen Mulder
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Jeroen Mulder

Jeroen Mulder is a certified enterprise and security architect, and he works with Fujitsu (Netherlands) as a Principal Business Consultant. Earlier, he was a Sr. Lead Architect, focusing on cloud and cloud native technology, at Fujitsu, and was later promoted to become the Head of Applications and Multi-Cloud Services. Jeroen is interested in the cloud technology, architecture for cloud infrastructure, serverless and container technology, application development, and digital transformation using various DevOps methodologies and tools. He has previously authored “Multi-Cloud Architecture and Governance”, “Enterprise DevOps for Architects”, and “Transforming Healthcare with DevOps4Care”.
Read more about Jeroen Mulder

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Summary

After a short introduction to AI and ML, this chapter discussed how these technologies will help in making better software and more reliable systems. AI enables the shift-left movement: shifting things that were typically done in a later stage to the beginning of the development and deployment cycle. With AI, it's possible to detect issues in a very early stage and by means of automation, AI will also be able to trigger correcting actions.

Since AI and ML are learning systems, they will learn how to predict and possibly prevent issues from happening. For this, AI needs real-time data coming from source systems, hence the first step is to get a total overview of all assets in our IT environments and make sure that these systems are monitored, providing real-time logs. We learned how to create this full visibility using five layers.

In the last section, we discussed KPIs used to measure the outcomes of AI-driven systems. Although AIOps is still relatively new, the...

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Enterprise DevOps for Architects
Published in: Nov 2021Publisher: PacktISBN-13: 9781801812153
© 2021 Packt Publishing Limited All Rights Reserved

Author (1)

author image
Jeroen Mulder

Jeroen Mulder is a certified enterprise and security architect, and he works with Fujitsu (Netherlands) as a Principal Business Consultant. Earlier, he was a Sr. Lead Architect, focusing on cloud and cloud native technology, at Fujitsu, and was later promoted to become the Head of Applications and Multi-Cloud Services. Jeroen is interested in the cloud technology, architecture for cloud infrastructure, serverless and container technology, application development, and digital transformation using various DevOps methodologies and tools. He has previously authored “Multi-Cloud Architecture and Governance”, “Enterprise DevOps for Architects”, and “Transforming Healthcare with DevOps4Care”.
Read more about Jeroen Mulder

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