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Resilience Assessment and Evaluation of Computing Systems Cover Image E-book E-book

Resilience Assessment and Evaluation of Computing Systems [electronic resource] / edited by Katinka Wolter, Alberto Avritzer, Marco Vieira, Aad van Moorsel.

Wolter, Katinka. (editor.). Avritzer, Alberto. (editor.). Vieira, Marco. (editor.). van Moorsel, Aad. (editor.). SpringerLink (Online service) (Added Author).

Record details

  • ISBN: 9783642290329
  • Physical Description: XVIII, 489 p. 95 illus. online resource.
  • Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg : 2012.
Subject: Computer science.
Computer system performance.
Software engineering.
System safety.
Computer Science.
System Performance and Evaluation.
Probability and Statistics in Computer Science.
Quality Control, Reliability, Safety and Risk.
Software Engineering.
Mathematical Applications in Computer Science.

Electronic resources


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.

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