Resilience Assessment and Evaluation of Computing Systems

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December 25, 2021 | History

Resilience Assessment and Evaluation of Computing Systems

The resilience of computing systems includes their dependability as well as their fault tolerance and security. It defines the ability of a computing system to perform properly in the presence of various kinds of disturbances and to recover from any service degradation. These properties are immensely important in a world where many aspects of our daily life depend on the correct, reliable and secure operation of often large-scale distributed computing systems.

Wolter and her co-editors grouped the 20 chapters from leading researchers into seven parts: an introduction and motivating examples, modeling techniques, model-driven prediction, measurement and metrics, testing techniques, case studies, and conclusions. The core is formed by 12 technical papers, which are framed by motivating real-world examples and case studies, thus illustrating the necessity and the application of the presented methods. While the technical chapters are independent of each other and can be read in any order, the reader will benefit more from the case studies if he or she reads them together with the related techniques.

The papers combine topics like modeling, benchmarking, testing, performance evaluation, and dependability, and aim at academic and industrial researchers in these areas as well as graduate students and lecturers in related fields. In this volume, they will find a comprehensive overview of the state of the art in a field of continuously growing practical importance.
Publish Date
Language
English
Pages
489

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Table of Contents

Part I Introduction and Motivating Examples
Fault Tolerance and Resilience: Meanings, Measures and Assessment
Resilience in Mobile Networks: A Need and a Challenge
Assessing Dependability and Resilience in Critical Infrastructures: Challenges and Opportunities
Providing Dependability and Resilience in the Cloud: Challenges and Opportunities
Part II Modelling Techniques
Phase-Type Distributions
Scalable Stochastic Modelling for Resilience
Part III Model-Driven Prediction
Modelling and Model-Based Assessment
Software Aging and Rejuvenation for Increased Resilience: Modeling, Analysis and Applications
Online Prediction: Four Case Studies
Part IV Measurement and Metrics
Foundations of Metrology in the Observation of Critical Systems
Field Studies on Resilience: Measurements and Repositories
Failure Diagnosis of Complex Systems
Fault Injection
Resilience Benchmarking
Part V Testing Techniques
Enforcing Resilience by Systematic Testing based on Structural and Operational Coverage Measures
Resilience Assessment based on Performance Testing
Robustness Testing Techniques and Tools
Part VI Case Studies
Case Study: Mobile Networks
Case Study on Critical Infrastructures: Assessment of Electric Power Systems
Providing Dependability and Performance in the Cloud: Case Studies
Part VII Conclusions and Outlook
Future of Resilience Assessment: The AMBER Research Roadmap.

Edition Notes

Published in
Berlin, Heidelberg

Classifications

Dewey Decimal Class
004.24
Library of Congress
QA76.9.E94, QA75.5-76.95

The Physical Object

Format
[electronic resource] /
Pagination
XVIII, 489 p. 95 illus.
Number of pages
489

Edition Identifiers

Open Library
OL27085438M
ISBN 13
9783642290329

Work Identifiers

Work ID
OL19899723W

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December 25, 2021 Edited by ImportBot import existing book
July 6, 2019 Created by MARC Bot import new book