Quantitative system performance: computer system analysis using queueing network models
Quantitative system performance: computer system analysis using queueing network models
IEEE Transactions on Computers
Analysis of benchmark characteristics and benchmark performance prediction
ACM Transactions on Computer Systems (TOCS)
On optimistic methods for concurrency control
ACM Transactions on Database Systems (TODS)
Proceedings of the 2nd international workshop on Software and performance
Enterprise Transaction Processing Systems: Putting the Cobra Ots, Encina++ and Orbixotm to Work
Enterprise Transaction Processing Systems: Putting the Cobra Ots, Encina++ and Orbixotm to Work
Scaling for E Business: Technologies, Models, Performance, and Capacity Planning
Scaling for E Business: Technologies, Models, Performance, and Capacity Planning
Performance and scalability of EJB applications
OOPSLA '02 Proceedings of the 17th ACM SIGPLAN conference on Object-oriented programming, systems, languages, and applications
IEEE Transactions on Software Engineering
Packaging Predictable Assembly
CD '02 Proceedings of the IFIP/ACM Working Conference on Component Deployment
Evaluating the Performance of EJB Components
IEEE Internet Computing
Predicting the performance of middleware-based applications at the design level
WOSP '04 Proceedings of the 4th international workshop on Software and performance
Performance prediction of component-based applications
Journal of Systems and Software - Special issue: Automated component-based software engineering
Performance modelling of distributed e-business applications using Queuing Petri Nets
ISPASS '03 Proceedings of the 2003 IEEE International Symposium on Performance Analysis of Systems and Software
Modern Applied Statistics with S
Modern Applied Statistics with S
Efficient exploration of service-oriented architectures using aspects
Proceedings of the 28th international conference on Software engineering
A framework for modelling and analysis of software systems scalability
Proceedings of the 28th international conference on Software engineering
Automatic generation of test-beds for pre-deployment QoS evaluation of web services
WOSP '07 Proceedings of the 6th international workshop on Software and performance
MDABench: Customized benchmark generation using MDA
Journal of Systems and Software
A QoS test-bed generator for web services
ICWE'07 Proceedings of the 7th international conference on Web engineering
Validating model-driven performance predictions on random software systems
QoSA'10 Proceedings of the 6th international conference on Quality of Software Architectures: research into Practice - Reality and Gaps
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A challenging software engineering problem is the design and implementation of component-based (CB) applications that can meet specified performance requirements. Our PPCB approach has been developed to facilitate performance prediction of CB applications built using black-box component infrastructures such as J2EE. Such deployment scenarios are problematic for traditional performance modeling approaches, which typically focus on modeling application component performance and neglect the complex influence of the specific component technology that hosts the application. In this paper, an overview of the PPCB modeling approach is given. Example results from predicting the performance of a J2EE application are presented. These results are then statistically analyzed to quantify the uncertainty in the predicted results. The contribution of the paper is the presentation of concrete measures of the confidence an architect can have in the performance predictions produced by the PPCB.