Bayeux: an architecture for scalable and fault-tolerant wide-area data dissemination
NOSSDAV '01 Proceedings of the 11th international workshop on Network and operating systems support for digital audio and video
Design and evaluation of a wide-area event notification service
ACM Transactions on Computer Systems (TOCS)
Using publish/subscribe middleware for mobile systems
ACM SIGMOBILE Mobile Computing and Communications Review
Hermes: A Distributed Event-Based Middleware Architecture
ICDCSW '02 Proceedings of the 22nd International Conference on Distributed Computing Systems
SCRIBE: The Design of a Large-Scale Event Notification Infrastructure
NGC '01 Proceedings of the Third International COST264 Workshop on Networked Group Communication
The many faces of publish/subscribe
ACM Computing Surveys (CSUR)
Herald: Achieving a Global Event Notification Service
HOTOS '01 Proceedings of the Eighth Workshop on Hot Topics in Operating Systems
Modeling Uncertainties in Publish/Subscribe Systems
ICDE '04 Proceedings of the 20th International Conference on Data Engineering
Meghdoot: content-based publish/subscribe over P2P networks
Proceedings of the 5th ACM/IFIP/USENIX international conference on Middleware
Subscription propagation in highly-available publish/subscribe middleware
Proceedings of the 5th ACM/IFIP/USENIX international conference on Middleware
ICDCS '05 Proceedings of the 25th IEEE International Conference on Distributed Computing Systems
On the modelling of publish/subscribe communication systems: Research Articles
Concurrency and Computation: Practice & Experience - Foundations of Middleware Technologies
A New Approach for Overload Management in Content-based Publish/Subscribe
ICSEA '07 Proceedings of the International Conference on Software Engineering Advances
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
Efficient Event Matching in Publish/subscribe: Based on Routing Destination and Matching History
NAS '08 Proceedings of the 2008 International Conference on Networking, Architecture, and Storage
Modeling and optimizing content-based publish/subscribe systems
Proceedings of the 6th Middleware Doctoral Symposium
Analytical models of short-message reliability in mobile wireless networks
Proceedings of the 14th ACM international conference on Modeling, analysis and simulation of wireless and mobile systems
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Content-based publish/subscribe (CBPS) paradigm is a powerful data dissemination paradigm that offers both scalability and flexibility. However, its nature of high expressiveness makes it difficult to analyze or predict the behavior of the system such as event delivery probability and end-to-end delivery delay, especially when deployed over unreliable, best-effort public networks. This paper proposes an analytical model that abstracts both expressiveness of content-based publish/subscribe systems, and uncertainty of underlying networks. The overall goal of this model is to predict quality of service in terms of delivery probability and timeliness based on partial, imprecise statistical attributes of each component in the distributed CBPS system. The evaluation results via extensive simulations with real-world traces yield effectiveness of the proposed prediction model. The proposed prediction model can be used as a building block for automatic quality of service control in publish/subscribe systems such as subscriber admission control, broker capacity planning, overload management, and resource adaptation.