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Generative AI with Kubernetes

Implementing secure and observable AI infrastructure to deliver reliable AI applications

Jonathan Baier

$104.95   $83.95

Paperback

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English
BPB Publications
28 February 2025
The book covers essential technical implementations from ML fundamentals through advanced deployment strategies, focusing on practical patterns. Core topics include Kubernetes-native GPU scheduling and resource management, MLOps pipeline architectures using Kubeflow/MLflow, and advanced model serving patterns. It details data management architectures, vector databases, and RAG systems, alongside monitoring solutions with Prometheus/Grafana. Finally, we will look at some advanced concerns for production in the realm of security and data reliability.
By:  
Imprint:   BPB Publications
Dimensions:   Height: 235mm,  Width: 191mm, 
ISBN:   9789365898323
ISBN 10:   9365898323
Pages:   284
Publication Date:  
Audience:   General/trade ,  ELT Advanced
Format:   Paperback
Publisher's Status:   Active

Jonathan Baier is an emerging technology leader living in Northern Virginia and Yokohama, Japan. He has worked in technology for more than 20 years, always using his curiosity to dive into new trends and technologies as they emerge.

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