Generative AI on Kubernetes: Operationalizing Large Language Models - Couverture souple

Huss, Roland; Zonca, Daniele

 
9781098171926: Generative AI on Kubernetes: Operationalizing Large Language Models
Couverture souple
ISBN 10 : 1098171926 ISBN 13 : 9781098171926
Editeur : O'Reilly Media, 2026

Synopsis

Generative AI is revolutionizing industries, and Kubernetes has fast become the backbone for deploying and managing these resource-intensive workloads. This book serves as a practical, hands-on guide for MLOps engineers, software developers, Kubernetes administrators, and AI professionals ready to unlock AI innovation with the power of cloud native infrastructure. Authors Roland Huß and Daniele Zonca provide a clear road map for training, fine-tuning, deploying, and scaling GenAI models on Kubernetes, addressing challenges like resource optimization, automation, and security along the way.

With actionable insights with real-world examples, readers will learn to tackle the opportunities and complexities of managing GenAI applications in production environments. Whether you're experimenting with large-scale language models or facing the nuances of AI deployment at scale, you'll uncover expertise you need to operationalize this exciting technology effectively.

  • Learn to run GenAI models on Kubernetes for efficient scalability
  • Get techniques to train and fine-tune LLMs within Kubernetes environments
  • See how to deploy production-ready AI systems with automation and resource optimization
  • Discover how to monitor and scale GenAI applications to handle real-world demand
  • Uncover the best tools to operationalize your GenAI workloads
  • Learn how to run agent-based and AI-driven applications

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos des auteurs

Dr. Roland Huss is a seasoned software engineer with over 25 years of experience in the field. Currently working at Red Hat, he is the architect of OpenShift Serverless and a former member of the Knative TOC. Roland is a passionate Java and Golang coder and a sought-after speaker at tech conferences. An advocate of open source, he is an active contributor and enjoys growing chili peppers in his free time.

Daniele Zonca is a Senior Principal Software Engineer and Architect for model serving of Red Hat OpenShift AI, Red Hat's flagship AI product combining multiple stacks.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
O'Reilly Media
Date d'édition
2026
Langue
anglais
ISBN 10 
1098171926
ISBN 13 
9781098171926
Reliure
Broché
Nombre de pages
250
Coordonnées du fabricant
O'Reilly
https://oreilly.com

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gpsr@libri.de

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