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portada Generative AI Observability. Architecting intelligent monitoring ecosystems using OpenTelemetry, Kubernetes, and Generative AI
Type
Physical Book
Publisher
Author
Year
2026
Language
English
Pages
280
Format
Paperback
Dimensions
23.5x19.1 cm
ISBN13
9789378548871

Generative AI Observability. Architecting intelligent monitoring ecosystems using OpenTelemetry, Kubernetes, and Generative AI

Siva Guruvareddiar;Vikram Venkataraman (Author) · BPB Publications · Paperback

Generative AI Observability. Architecting intelligent monitoring ecosystems using OpenTelemetry, Kubernetes, and Generative AI - Siva Guruvareddiar;Vikram Venkataraman

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Delivery: 16 Sep - 18 Sep Shipping: 5 to 6 business days.
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Synopsis "Generative AI Observability. Architecting intelligent monitoring ecosystems using OpenTelemetry, Kubernetes, and Generative AI"

The book takes you on a step-by-step engineering journey, starting with core observability architectural principles and data-driven monitoring strategies. You will master OpenTelemetry, handling context propagation and advanced tracing techniques across complex microservices and Kubernetes monitoring environments. From there, you will learn to optimize an open-source intelligent monitoring toolchain featuring Prometheus, OpenSearch, Grafana, and Jaeger. We will also learn how generative AI is being applied in real environments to interpret incidents, reduce noise, and support operational judgment, including where it helps and where caution is still needed.

Modern software systems do not fail in simple ways anymore. They run across clouds, regions, containers, functions, and sometimes edge devices, all interacting at speeds humans cannot easily reason about.

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