QPN-Tool for qualitative and quantitative analysis of queueing Petri nets
Proceedings of the 7th international conference on Computer performance evaluation : modelling techniques and tools: modelling techniques and tools
Queueing Petri nets with product form solution
Performance Evaluation
Design and evaluation of a wide-area event notification service
ACM Transactions on Computer Systems (TOCS)
How to Find Invariants for Coloured Petri Nets
Proceedings on Mathematical Foundations of Computer Science
Design Patterns: Abstraction and Reuse of Object-Oriented Design
ECOOP '93 Proceedings of the 7th European Conference on Object-Oriented Programming
QPN-Tool for the Specification ans Analysis of Hierarchically Combined Queueing Petri Nets
MMB '95 Proceedings of the 8th International Conference on Modelling Techniques and Tools for Computer Performance Evaluation: Quantitative Evaluation of Computing and Communication Systems
Towards Reusable Colored Petri Nets
PDSE '98 Proceedings of the International Symposium on Software Engineering for Parallel and Distributed Systems
Enterprise Integration Patterns: Designing, Building, and Deploying Messaging Solutions
Enterprise Integration Patterns: Designing, Building, and Deploying Messaging Solutions
Modeling Behavioral Patterns of Concurrent Software Architectures Using Petri Nets
WICSA '04 Proceedings of the Fourth Working IEEE/IFIP Conference on Software Architecture
Queueing Networks and Markov Chains
Queueing Networks and Markov Chains
MASCOTS '05 Proceedings of the 13th IEEE International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems
Modeling Behavioral Patterns of Concurrent Objects Using Petri Nets
ISORC '06 Proceedings of the Ninth IEEE International Symposium on Object and Component-Oriented Real-Time Distributed Computing
Analysis of the Message Waiting Time for the FioranoMQ JMS Server
ICDCS '06 Proceedings of the 26th IEEE International Conference on Distributed Computing Systems
Throughput Performance of Java Messaging Services Using WebsphereMQ
ICDCSW '06 Proceedings of the 26th IEEE International ConferenceWorkshops on Distributed Computing Systems
QPME - Queueing Petri Net Modeling Environment
QEST '06 Proceedings of the 3rd international conference on the Quantitative Evaluation of Systems
Performance Modeling and Evaluation of Distributed Component-Based Systems Using Queueing Petri Nets
IEEE Transactions on Software Engineering
Analyzing Behavior of Concurrent Software Designs for Embedded Systems
ISORC '07 Proceedings of the 10th IEEE International Symposium on Object and Component-Oriented Real-Time Distributed Computing
A Methodology for Performance Modeling of Distributed Event-Based Systems
ISORC '08 Proceedings of the 2008 11th IEEE Symposium on Object Oriented Real-Time Distributed Computing
A pattern-based performance completion for Message-oriented Middleware
WOSP '08 Proceedings of the 7th international workshop on Software and performance
Formal Analysis of Publish-Subscribe Systems by Probabilistic Timed Automata
FORTE '07 Proceedings of the 27th IFIP WG 6.1 international conference on Formal Techniques for Networked and Distributed Systems
QPME: a performance modeling tool based on queueing Petri Nets
ACM SIGMETRICS Performance Evaluation Review
Performance evaluation of message-oriented middleware using the SPECjms2007 benchmark
Performance Evaluation
Stochastic Analysis of Hierarchical Publish/Subscribe Systems
Euro-Par '09 Proceedings of the 15th International Euro-Par Conference on Parallel Processing
Event-based applications and enabling technologies
Proceedings of the Third ACM International Conference on Distributed Event-Based Systems
Stochastic performance analysis and capacity planning of publish/subscribe systems
Proceedings of the Fourth ACM International Conference on Distributed Event-Based Systems
Benchmarking publish/subscribe-based messaging systems
DASFAA'10 Proceedings of the 15th international conference on Database systems for advanced applications
Automated Transformation of Component-Based Software Architecture Models to Queueing Petri Nets
MASCOTS '11 Proceedings of the 2011 IEEE 19th Annual International Symposium on Modelling, Analysis, and Simulation of Computer and Telecommunication Systems
Automated simulation-based capacity planning for enterprise data fabrics
Proceedings of the 4th International ICST Conference on Simulation Tools and Techniques
Performance prediction of J2EE applications using messaging protocols
CBSE'05 Proceedings of the 8th international conference on Component-Based Software Engineering
Constructing performance model of JMS middleware platform
Proceedings of the 5th ACM/SPEC international conference on Performance engineering
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Message-oriented event-driven systems are becoming increasingly ubiquitous in many industry domains including telecommunications, transportation and supply chain management. Applications in these areas typically have stringent requirements for performance and scalability. To guarantee adequate quality-of-service, systems must be subjected to a rigorous performance and scalability analysis before they are put into production. In this paper, we present a comprehensive modeling methodology for message-oriented event-driven systems in the context of a case study of a representative application in the supply chain management domain. The methodology, which is based on queueing Petri nets, provides a basis for performance analysis and capacity planning. We study a deployment of the SPECjms2007 standard benchmark on a leading commercial middleware platform. A detailed system model is built in a step-by-step fashion and then used to predict the system performance under various workload and configuration scenarios. After the case study, we present a set of generic performance modeling patterns that can be used as building blocks when modeling message-oriented event-driven systems. The results demonstrate the effectiveness, practicality and accuracy of the proposed modeling and prediction approach.