Stochastic Analysis of Hierarchical Publish/Subscribe Systems
G. Mühl, A. Schröter, H. Parzyjegla, S. Kounev, and J. Richling. Proceedings of the 15th International European Conference on Parallel and Distributed Computing (Euro-Par 2009), Delft, The Netherlands, August 25-28, 2009., Springer Verlag, (2009)Acceptance Rate (Full Paper): 33%.
Abstract
With the gradual adoption of publish/subscribe systems in mission critical areas, it is essential that systems are subjected to rigorous performance analysis before they are put into production. However, existing approaches to performance modeling and analysis of publish/subscribe systems suffer from many limitations that seriously constrain their practical applicability. In this paper, we present a generalized method for stochastic analysis of publish/subscribe systems employing identity-based hierarchical routing. The method is based on an analytical model that addresses the major limitations underlying existing work in this area. In particular, it supports arbitrary broker overlay topologies and allows to set workload parameters, e.g., publication rates and subscription lifetimes, individually for each broker. The analysis is illustrated by a running example that helps to gain better understanding of the derived mathematical relationships.
Proceedings of the 15th International European Conference on Parallel and Distributed Computing (Euro-Par 2009), Delft, The Netherlands, August 25-28, 2009.
%0 Conference Paper
%1 MuScPaKoRi2009-EuroPar-StoAnalPubSub
%A Mühl, Gero
%A Schröter, Arnd
%A Parzyjegla, Helge
%A Kounev, Samuel
%A Richling, Jan
%B Proceedings of the 15th International European Conference on Parallel and Distributed Computing (Euro-Par 2009), Delft, The Netherlands, August 25-28, 2009.
%D 2009
%I Springer Verlag
%K Analytical_and_simulation-based_analysis Optimization Performance descartes Application_quality_of_service_management Formal_architecture_modeling t_full Event-based myown Prediction
%T Stochastic Analysis of Hierarchical Publish/Subscribe Systems
%U http://europar2009.ewi.tudelft.nl/
%X With the gradual adoption of publish/subscribe systems in mission critical areas, it is essential that systems are subjected to rigorous performance analysis before they are put into production. However, existing approaches to performance modeling and analysis of publish/subscribe systems suffer from many limitations that seriously constrain their practical applicability. In this paper, we present a generalized method for stochastic analysis of publish/subscribe systems employing identity-based hierarchical routing. The method is based on an analytical model that addresses the major limitations underlying existing work in this area. In particular, it supports arbitrary broker overlay topologies and allows to set workload parameters, e.g., publication rates and subscription lifetimes, individually for each broker. The analysis is illustrated by a running example that helps to gain better understanding of the derived mathematical relationships.
@inproceedings{MuScPaKoRi2009-EuroPar-StoAnalPubSub,
abstract = {With the gradual adoption of publish/subscribe systems in mission critical areas, it is essential that systems are subjected to rigorous performance analysis before they are put into production. However, existing approaches to performance modeling and analysis of publish/subscribe systems suffer from many limitations that seriously constrain their practical applicability. In this paper, we present a generalized method for stochastic analysis of publish/subscribe systems employing identity-based hierarchical routing. The method is based on an analytical model that addresses the major limitations underlying existing work in this area. In particular, it supports arbitrary broker overlay topologies and allows to set workload parameters, e.g., publication rates and subscription lifetimes, individually for each broker. The analysis is illustrated by a running example that helps to gain better understanding of the derived mathematical relationships.},
added-at = {2020-04-05T23:08:42.000+0200},
author = {M{\"u}hl, Gero and Schr{\"o}ter, Arnd and Parzyjegla, Helge and Kounev, Samuel and Richling, Jan},
biburl = {https://www.bibsonomy.org/bibtex/222d0d9cd852c07a17d4b135579cc3b25/samuel.kounev},
booktitle = {Proceedings of the 15th International European Conference on Parallel and Distributed Computing (Euro-Par 2009), Delft, The Netherlands, August 25-28, 2009.},
interhash = {59476e6bbfc67a5a07eee96b118031f7},
intrahash = {22d0d9cd852c07a17d4b135579cc3b25},
keywords = {Analytical_and_simulation-based_analysis Optimization Performance descartes Application_quality_of_service_management Formal_architecture_modeling t_full Event-based myown Prediction},
note = {Acceptance Rate (Full Paper): 33%},
publisher = {Springer Verlag},
timestamp = {2020-10-05T16:30:36.000+0200},
title = {{Stochastic Analysis of Hierarchical Publish/Subscribe Systems}},
url = {http://europar2009.ewi.tudelft.nl/},
year = 2009
}