Cloud-Native AI Infrastructure : Kubernetes Orchestration for Distributed Deep Learning and Node.js Backends

Language: English

Published by Amazon Digital Services LLC - Kdp Sep 2026, 2026

9798172036668

Series: Book 3 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 - AI workloads are no longer confined to a single server or development environment. Building them for production means coordinating containers, GPUs, data pipelines, APIs, and distributed services without sacrificing reliability.Cloud-Native AI Infrastructure: Kubernetes Orchestration for Distributed Deep Learning and Node.js Backends explores how to design and operate cloud-native infrastructure for modern AI applications using Kubernetes, Node.js, microservices, and distributed deep learning architectures.Rather than treating the AI model as an isolated component, this book examines the complete infrastructure surrounding it-from API gateways and asynchronous workflows to model-serving services, event-driven pipelines, security, observability, and scaling.Inside, you'll explore: - Designing resilient Node.js AI backends and microservices- Deploying deep learning models as Kubernetes services- Connecting Node.js applications with Python-based inference workloads through gRPC- Building event-driven AI workflows with Kafka, RabbitMQ, and NATS- Managing distributed preprocessing, caching, and high-volume data flows- Supporting multi-model deployments, A/B testing, and shadow inference- Extending Kubernetes to edge environments with K3s- Securing AI workloads with zero-trust architecture, mTLS, and network policies- Tracing requests from Node.js gateways through GPU inference- Monitoring and scaling distributed AI infrastructureFor software engineers, AI engineers, platform engineers, and architects working with Kubernetes, Node.js, machine learning, and cloud-native AI, this book provides an architectural perspective on connecting these technologies into a cohesive production environment.Build AI infrastructure that can scale beyond the prototype. …

Seller Inventory # 9798172036668

Title
Cloud-Native AI Infrastructure : Kubernetes Orchestration for Distributed Deep Learning and Node.js Backends
Author
Erik Stormveld
Publisher
Amazon Digital Services LLC - Kdp Sep 2026
Publication year
2026
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 13
9798172036668
Item weight
336 grams
Dimensions
254x178x10 mm
Series
Book 3 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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