Managing Distributed Cloud Applications and Infrastructure: A Self-Optimising Approach

Author:   Theo Lynn ,  John G. Mooney ,  Jörg Domaschka ,  Keith A. Ellis
Publisher:   Springer Nature Switzerland AG
Edition:   1st ed. 2020
ISBN:  

9783030398620


Pages:   163
Publication Date:   21 July 2020
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
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Managing Distributed Cloud Applications and Infrastructure: A Self-Optimising Approach


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Overview

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. 

Full Product Details

Author:   Theo Lynn ,  John G. Mooney ,  Jörg Domaschka ,  Keith A. Ellis
Publisher:   Springer Nature Switzerland AG
Imprint:   Springer Nature Switzerland AG
Edition:   1st ed. 2020
Weight:   0.454kg
ISBN:  

9783030398620


ISBN 10:   3030398625
Pages:   163
Publication Date:   21 July 2020
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

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.  

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Author Information

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. Jörg Domaschka is Senior Researcher and Group Manager at the Institute of Information Resource Management at Ulm University, Germany and Coordinator of the Horizon 2020 RECAP project. Keith A. Ellis is Senior Research Scientist and Manager of Intel Labs Europe, Ireland.

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