QPME: a performance modeling tool based on queueing Petri Nets
ACM SIGMETRICS Performance Evaluation Review
Customer-defined service level agreements for composite applications
Enterprise Information Systems - Towards Model-driven Service-oriented Enterprise Computing - 12th International IEEE EDOC Enterprise Computing Conference (EDOC 2008)
Modeling event-driven service-oriented systems using the palladio component model
Proceedings of the 1st international workshop on Quality of service-oriented software systems
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
Proceedings of the 7th international conference on Autonomic computing
Stochastic performance analysis and capacity planning of publish/subscribe systems
Proceedings of the Fourth ACM International Conference on Distributed Event-Based Systems
Predictive modelling of peer-to-peer event-driven communication in component-based systems
EPEW'10 Proceedings of the 7th European performance engineering conference on Computer performance engineering
QPME 2.0: a tool for stochastic modeling and analysis using queueing Petri nets
From active data management to event-based systems and more
Introduction to queueing petri nets: modeling formalism, tool support and case studies
ICPE '12 Proceedings of the 3rd ACM/SPEC International Conference on Performance Engineering
ICPE '12 Proceedings of the 3rd ACM/SPEC International Conference on Performance Engineering
Capacity planning for event-based systems using automated performance predictions
ASE '11 Proceedings of the 2011 26th IEEE/ACM International Conference on Automated Software Engineering
Modeling trade-offs in the design of sensor-based event processing infrastructures
Information Systems Frontiers
Stochastic modeling and analysis using QPME: queueing petri net modeling environment v2.0
PETRI NETS'12 Proceedings of the 33rd international conference on Application and Theory of Petri Nets
Constructing performance model of JMS middleware platform
Proceedings of the 5th ACM/SPEC international conference on Performance engineering
Performance modeling and analysis of message-oriented event-driven systems
Software and Systems Modeling (SoSyM)
| Hi-index | 0.00 |
Distributed event-based systems (DEBS) are gaining increasing attention in new application areas such as transport information monitoring, event-driven supply-chain management and ubiquitous sensor-rich environments. However, as DEBS increasingly enter the enterprise and commercial domains, performance and quality of service issues are becoming a major concern. While numerous approaches to performance modeling and evaluation of conventional request/reply-based distributed systems are available in the literature, no general approach exists for DEBS. This paper is the first to provide a comprehensive methodology for workload characterization and performance modeling of DEBS. A workload model of a generic DEBS is developed and operational analysis techniques are used to characterize the system traffic and derive an approximation for the mean event delivery latency. Following this, a modeling technique is presented that can be used for accurate performance prediction. The paper is concluded with a case study of a real life system demonstrating the effectiveness and practicality of the proposed approach.