{"product_id":"generative-ai-on-kubernetes-operationalizing-large-language-models-9781098171926","title":"Generative AI on Kubernetes: Operationalizing Large Language Models","description":"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 Hu  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. \u003cp\u003e 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. \u003c\/p\u003e\u003cul\u003e \u003cli\u003eLearn to run GenAI models on Kubernetes for efficient scalability \u003c\/li\u003e\n\u003cli\u003eGet techniques to train and fine-tune LLMs within Kubernetes environments \u003c\/li\u003e\n\u003cli\u003eSee how to deploy production-ready AI systems with automation and resource optimization \u003c\/li\u003e\n\u003cli\u003eDiscover how to monitor and scale GenAI applications to handle real-world demand \u003c\/li\u003e\n\u003cli\u003eUncover the best tools to operationalize your GenAI workloads \u003c\/li\u003e\n\u003cli\u003eLearn how to run agent-based and AI-driven applications\u003cbr\u003e\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e O'Reilly Media\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 04\/14\/2026\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781098171926\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 392\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Roland Hu\u0026#195;\u0026#159;,Daniele Zonca","offers":[{"title":"Default Title","offer_id":52259640246453,"sku":"9781098171926","price":50.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0473\/0804\/6492\/files\/img_c4eee7b6-fc92-4eaf-9ed9-632ea78a0794.jpg?v=1771342600","url":"https:\/\/pastforward.org\/products\/generative-ai-on-kubernetes-operationalizing-large-language-models-9781098171926","provider":"Past Forward","version":"1.0","type":"link"}