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

✍ Scribed by Theo Lynn, John G. Mooney, Jörg Domaschka, Keith A. Ellis

• Publisher: Springer International Publishing;Palgrave Macmillan
• Year: 2020
• Tongue: English
• Leaves: 182
• Series: Palgrave Studies in Digital Business & Enabling Technologies
• Edition: 1st ed.
• Category: Library

✦ Synopsis

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 quality of 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.

✦ Table of Contents

Front Matter ....Pages i-xxiii
Towards an Architecture for Reliable Capacity Provisioning for Distributed Clouds (Jörg Domaschka, Frank Griesinger, Mark Leznik, Per-Olov Östberg, Keith A. Ellis, Paolo Casari et al.)....Pages 1-25
RECAP Data Acquisition and Analytics Methodology (Paolo Casari, Jörg Domaschka, Rafael García Leiva, Thang Le Duc, Mark Leznik, Linus Närvä)....Pages 27-50
Application Optimisation: Workload Prediction and Autonomous Autoscaling of Distributed Cloud Applications (Per-Olov Östberg, Thang Le Duc, Paolo Casari, Rafael García Leiva, Antonio Fernández Anta, Jörg Domaschka)....Pages 51-68
Application Placement and Infrastructure Optimisation (Radhika Loomba, Keith A. Ellis)....Pages 69-92
Simulating Across the Cloud-to-Edge Continuum (Minas Spanopoulos-Karalexidis, Christos K. Filelis Papadopoulos, Konstantinos M. Giannoutakis, George A. Gravvanis, Dimitrios Tzovaras, Malika Bendechache et al.)....Pages 93-115
Case Studies in Application Placement and Infrastructure Optimisation (Miguel Angel López-Peña, Hector Humanes, Johan Forsman, Thang Le Duc, Peter Willis, Manuel Noya)....Pages 117-160
Back Matter ....Pages 161-163

✦ Subjects

Business and Management; Innovation/Technology Management; e-Commerce/e-business; Computer Engineering