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Managing Distributed Cloud Applications and Infrastructure -

Managing Distributed Cloud Applications and Infrastructure

A Self-Optimising Approach
Buch | Hardcover
XXIII, 163 Seiten
2020 | 1st ed. 2020
Springer International Publishing (Verlag)
978-3-030-39862-0 (ISBN)
CHF 74,85 inkl. MwSt

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. 



Theo Lynn is Full Professor of Digital Business at DCU Business School, Ireland and Director of the Irish Institute of Digital Business. John G. Mooney is Associate Professor of Information Systems and Technology Management at the Pepperdine Graziadio Business School, United States. Joerg Domaschka is a Senior Researcher and Group Manager at the Institute of Information Resource Management at Ulm University and Coordinator of the Horizon 2020 RECAP project. Keith A. Ellis is a Senior Research Scientist and Manager of Intel Labs Europe, Ireland.

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

Erscheinungsdatum
Reihe/Serie Palgrave Studies in Digital Business & Enabling Technologies
Zusatzinfo XXIII, 163 p. 62 illus.
Verlagsort Cham
Sprache englisch
Maße 148 x 210 mm
Gewicht 379 g
Themenwelt Informatik Office Programme Outlook
Mathematik / Informatik Informatik Theorie / Studium
Wirtschaft Betriebswirtschaft / Management Unternehmensführung / Management
Schlagworte Analytics Models • Application Optimisation • Data acquisition • digital business • Distributed Clouds • Infrastructure
ISBN-10 3-030-39862-5 / 3030398625
ISBN-13 978-3-030-39862-0 / 9783030398620
Zustand Neuware
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