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 immensel...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Wolter, Katinka (Editor ), Avritzer, Alberto (Editor ), Vieira, Marco (Editor ), van Moorsel, Aad (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2012.
Edición:1st ed. 2012.
Temas:
Electronic digital computers-Evaluation.
Computer science-Mathematics.
Mathematical statistics.
Security systems.
Software engineering.
System Performance and Evaluation.
Probability and Statistics in Computer Science.
Security Science and Technology.
Software Engineering.
Mathematical Applications in Computer Science.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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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