Title
Using Hierarchical Scenarios To Predict The Reliability Of Component-Based Software
Abstract
System scenarios that derived from system design specification play an important role in the reliability engineering of component-based software systems. Several scenario-based approaches have been proposed to predict the reliability of a system at the design time, most of them adopt flat construction of scenarios, which doesn't conform to software design specifications and is subject to introduce state space explosion problem in the large systems. This paper identifies various challenges related to scenario modeling at the early design stages based on software architecture specification. A novel scenario-based reliability modeling and prediction approach is introduced. The approach adopts hierarchical scenario specification to model software reliability to avoid state space explosion and reduce computational complexity. Finally, the evaluation experiment shows the potential of the approach.
Year
DOI
Venue
2018
10.1587/transinf.2017EDP7127
IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS
Keywords
Field
DocType
scenario, software reliability, software architecture, components
Computer vision,Computer science,Software,Artificial intelligence,Machine learning
Journal
Volume
Issue
ISSN
E101D
2
1745-1361
Citations 
PageRank 
References 
0
0.34
0
Authors
3
Name
Order
Citations
PageRank
Chunyan Hou1116.09
Jinsong Wang283.15
Chen Chen393.18