Infrastructure as Code for AI : Engineering Kubernetes Orchestration for Deep Learning Workloads

Language: English

Published by Independently Published Sep 2026, 2026

9798172037726

Series: Book 4 of 4 - The Cloud-Native AI Orchestration Series

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Neuware - What if your AI infrastructure could be reproducible, version-controlled, and rebuilt without relying on manual configuration Infrastructure as Code for AI: Engineering Kubernetes Orchestration for Deep Learning Workloads explores how to automate the infrastructure behind modern machine learning and AI systems using Terraform, Kubernetes, GitOps, and cloud-native tooling.Designed for AI engineers, DevOps professionals, platform engineers, and MLOps teams, this book focuses on the infrastructure layer that makes demanding AI workloads easier to provision, manage, secure, scale, and reproduce.Inside, you'll explore: - Provisioning GPU-accelerated Kubernetes clusters with Terraform- Automating EKS, GKE, and AKS environments for AI workloads- Managing Kubernetes add-ons, storage, networking, and GPU operators- Deploying MLOps platforms such as Kubeflow through GitOps- Automating vector databases, Kafka, feature stores, and cloud storage- Building infrastructure for LLM training, serving, and RAG architectures- Managing model deployment with ArgoCD, CI/CD, and automated rollbacks- Applying policy as code, security controls, and AI cost-optimization strategies- Designing multi-cloud and hybrid GPU infrastructure- Testing infrastructure, detecting configuration drift, and automating recoveryWhether you're moving away from manual infrastructure or designing a reusable foundation for production AI, this book brings Infrastructure as Code, Kubernetes orchestration, and MLOps together into one practical architectural framework.Build AI infrastructure that can be provisioned, managed, and scaled with confidence. …

Seller Inventory # 9798172037726

Title
Infrastructure as Code for AI : Engineering Kubernetes Orchestration for Deep Learning Workloads
Author
Erik Stormveld
Publisher
Independently Published Sep 2026
Publication year
2026
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 13
9798172037726
Item weight
334 grams
Dimensions
254x178x10 mm
Series
Book 4 of 4: The Cloud-Native AI Orchestration Series

AHA-BUCH GmbH

Einbeck, Germany

5-star seller

AbeBooks seller since August 14, 2006

Shipping rates from Germany to U.S.A.

Item7 to 10 business days5 to 7 business days
First itemUS$ 39.24US$ 50.46
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