The emergence of the Internet of Things (IoT), combined with greater heterogeneity not only online in cloud computing architectures but across the cloud-to-edge continuum, is introducing new challenges for managing applications and infrastructure across this continuum. The scale and complexity is simply so complex that it is no longer realistic for IT teams to manually foresee the potential issues and manage the dynamism and dependencies across an increasing inter-dependent chain of service provision.

This Open Access Pivot explores these challenges and offers a solution for the intelligent and reliable management of physical infrastructure and the optimal placement of applications for the provision of services on distributed clouds. This book provides a conceptual reference model for reliable capacity provisioning for distributed clouds and discusses how data analytics and machine learning, application and infrastructure optimization, and simulation can deliver qualityof service requirements cost-efficiently in this complex feature space. These are illustrated through a series of case studies in cloud computing, telecommunications, big data analytics, and smart cities.

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Yes, you can access Managing Distributed Cloud Applications and Infrastructure by Theo Lynn, John G. Mooney, Jörg Domaschka, Keith A. Ellis, Theo Lynn,John G. Mooney,Jörg Domaschka,Keith A. Ellis in PDF and/or ePUB format, as well as other popular books in Business & E-Commerce. We have over one million books available in our catalogue for you to explore.

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Index

Cover
Front Matter
1. Towards an Architecture for Reliable Capacity Provisioning for Distributed Clouds
2. RECAP Data Acquisition and Analytics Methodology
3. Application Optimisation: Workload Prediction and Autonomous Autoscaling of Distributed Cloud Applications
4. Application Placement and Infrastructure Optimisation
5. Simulating Across the Cloud-to-Edge Continuum
6. Case Studies in Application Placement and Infrastructure Optimisation
Back Matter

About this book

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Table of contents