Generative AI on Kubernetes: Operationalizing Large Language Models
by Roland Huß and Daniele Zonca
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BookPal × TalezoGenerative AI on Kubernetes
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 combine 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 how to deploy LLMs more efficiently with optimized inference runtimes
- Get hands-on with GPU scheduling, including hardware detection and multinode scaling
- Monitor and understand LLM-specific metrics like Time to First Token and token throughput
- Know when to fine-tune a model or when retrieval augmentation is the better choice
- Discover how to evaluate models with standardized benchmarks before committing GPU resources
- Learn to run agentic applications with secure tool integration, identity management, and persistent state
Details
- Publisher
- O'Reilly Media
- Authors
- Roland Huß, Daniele Zonca
- Format
- Paperback
- Published
- Apr 7, 2026
- ISBN-13
- 9781098171926
- ISBN-10
- 1098171926
- Pages
- 404
- Carton quantity
- 10 copies
Generative AI on Kubernetes for groups: pricing
Volume pricing applies automatically in your cart. No codes, no account needed.
| Copies | Price per copy | You save |
|---|---|---|
| 25 – 99 | $47.39 | 21% off list |
| 100 – 249 | $45.59 | 24% off list |
| 250 – 499 | $44.99 | 25% off list |
| 500 – 999 | $43.19 | 28% off list |
| 1,000+ | $41.99 | 30% off list |
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