Paper Info
Title
Characteristic analysis of quantitative definition of resiliency measure
Abstract
Resiliency (resilience) is one of the important criteria for evaluating the sturdiness of systems. The resiliency is generally defined as the ability of resistance from disturbance that is caused by sudden changes of system configuration. However, there is no formal quantitative definition of system resiliency. In this paper, we propose the quantification of system resiliency by using continuous time Markov chains (CTMCs). According to probabilistic models, we formulate the quantification resiliency for performance indices of the system by two methods. Also, we discuss the applicability of our quantification of resiliency and compare the effectiveness of two definitions through numerical examples.
Year
DOI
Venue
2013
10.1109/ISSREW.2013.6688852
ISSRE (Supplemental Proceedings)
Keywords
Field
DocType
probabilistic models,ctmc,software reliability,markov reward process,characteristic analysis,continuous time markov chains,performance evaluation,system resiliency measure,markov processes,system resiliency
Psychological resilience,Markov process,Computer science,Markov model,Markov chain,Real-time computing,Variable-order Markov model,Probabilistic logic,Software quality,Reliability engineering,Markov renewal process
Conference
Citations 
PageRank 
References 
1
0.42
3
Authors
3
Name
Order
Citations
PageRank
Chao Luo15817.22
Hiroyuki Okamura214524.45
Tadashi Dohi3970109.25