Cloud Engineering with AI
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Beschreibung
This book presents a comprehensive, practitioner-focused exploration of how artificial intelligence (AI) is transforming the way modern cloud systems are designed, deployed, and operated. It will offer the readers blueprint for leveraging AI-powered techniques to build scalable, reliable, and cost-efficient digital platforms, drawing from real-world enterprise practices and cutting-edge research.
The book will cover a broad range of topics at the intersection of AI and engineering, including work load forecasting, anomaly detection, cost optimization, intelligent observability, test automation, and self-healing systems. It explores into how AI augments software reliability engineering (SRE), enhances developer experience, automates operational workflows, and brings measurable gains in both performance and financial efficiency.
This book presents a comprehensive, practitioner-focused exploration of how artificial intelligence (AI) is transforming the way modern cloud systems are designed, deployed, and operated. It will offer the readers blueprint for leveraging AI-powered techniques to build scalable, reliable, and cost-efficient digital platforms, drawing from real-world enterprise practices and cutting-edge research.
The book will cover a broad range of topics at the intersection of AI and engineering, including work load forecasting, anomaly detection, cost optimization, intelligent observability, test automation, and self-healing systems. It explores into how AI augments software reliability engineering (SRE), enhances developer experience, automates operational workflows, and brings measurable gains in both performance and financial efficiency.
Offers a comprehensive guide to applying AI across the cloud system lifecycle The inclusion of hands-on implementations and lessons learned from organizations and different domains Offers and equips readers with cutting-edge insights into the next frontier of cloud and AI convergence
Autor*in
Shalini Sudarsan
Themen in »Cloud Engineering with AI«
AI-powered engineering Cloud cost optimization Intelligent cloud infrastructure Site reliability engineering (SRE) AIOps Platform engineering Scalable system design Machine learning for DevOps Cloud automation FinOps and cloud governance Generative AI in software engineering MLOps and cloud operations