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Performance evaluation of message-oriented middleware using the SPECjms2007 benchmark

Kai Sachs, Samuel Kounev, Jean Bacon, Alejandro Buchmann
2009 Performance evaluation (Print)  
Our main research motivation is a) to gain a better understanding of the performance of MOM, b) to show how to use benchmarks for the evaluation of performance aspects and c)to establish performance modeling  ...  INTRODUCTION Message-oriented middleware (MOM) is increasingly used as enabling technology for modern event-driven applications typically based on publish/subscribe (pub/sub) communication [1] .  ... 
doi:10.1016/j.peva.2009.01.003 fatcat:zewog62bjjhc3ikfi57r47sujy

Towards benchmarking of AMQP

Stefan Appel, Kai Sachs, Alejandro Buchmann
2010 Proceedings of the Fourth ACM International Conference on Distributed Event-Based Systems - DEBS '10  
Within this demo we show a way of evaluating performance of AMQP middleware by using an adapted version of the SPECjms2007 and jms2009-PS benchmarks.  ...  INTRODUCTION With the increasing importance of event-based systems the performance of underlying event transporting systems, such as message oriented middleware (MOM), becomes business critical.  ... 
doi:10.1145/1827418.1827438 dblp:conf/debs/AppelSB10 fatcat:f3rzirft6zaevkoapyk4tfljku

Benchmarking of message-oriented middleware

Kai Sachs, Samuel Kounev, Stefan Appel, Alejandro Buchmann
2009 Proceedings of the Third ACM International Conference on Distributed Event-Based Systems - DEBS '09  
Our main research motivation is a) to gain a better understanding of the performance of MOM, b) to show how to use benchmarks for the evaluation of performance aspects and c)to establish performance modeling  ...  INTRODUCTION Message-oriented middleware (MOM) is increasingly used as enabling technology for modern event-driven applications typically based on publish/subscribe (pub/sub) communication [1] .  ... 
doi:10.1145/1619258.1619313 dblp:conf/debs/SachsKAB09 fatcat:xqaefdbelveljjiz7jafy3hc3e

Benchmarking Publish/Subscribe-Based Messaging Systems [chapter]

Kai Sachs, Stefan Appel, Samuel Kounev, Alejandro Buchmann
2010 Lecture Notes in Computer Science  
Finally, we present a case study illustrating how the benchmark can be used for performance analysis of messaging servers.  ...  In this paper, we present jms2009-PS, a new benchmark for publish/subscribe-based messaging systems built on top of the SPECjms2007 standard workload.  ...  Conclusions We presented a new benchmark for publish/subscribe-based messaging systems built on top of the SPECjms2007 standard workload.  ... 
doi:10.1007/978-3-642-14589-6_21 fatcat:34vpw42dabctpgg24t7wn5tuaq

Performance evaluation and benchmarking of event-based systems

Kai Sachs
2012 Proceedings of the third joint WOSP/SIPEW international conference on Performance Engineering - ICPE '12  
Using the SPECjms2007 benchmark we introduced a methodology for performance evaluation of message-oriented middleware platforms and showed how the workload can be tailored to evaluate selected performance  ...  The proposed benchmarks are now the de facto standard benchmarks for evaluating messaging platforms and have already been used successfully by several industrial and research organizations as a basis for  ...  Using the SPECjms2007 benchmark we introduced a methodology for performance evaluation of message-oriented middleware platforms and showed how the workload can be tailored to evaluate selected performance  ... 
doi:10.1145/2188286.2188314 dblp:conf/wosp/Sachs12 fatcat:uauxxm5dcfgwbg2m234uc7lwie

Benchmarking and Performance Modeling of Event-Based SystemsModellierung und Bewertung von Ereignis-basierten Systemen

Samuel Kounev, Kai Sachs
2009 it - Information Technology  
In this article, we provide an overview of the state-of-the-art in this area considering both centralized systems based on message-oriented middleware as well as large-scale distributed publish/subscribe  ...  Hierzu betrachten wir zwei verschiedene Ansätze: zentralistische Infrastrukturen (message-oriented middleware) und verteilte publish/subscribe Systeme.  ...  We first consider centralized systems based on Message-Oriented Middleware (MOM). We provide an overview of current benchmarks for MOM focusing on the SPECjms2007 industry-standard benchmark.  ... 
doi:10.1524/itit.2009.0550 fatcat:4nrqzg4mhvenfc34kfia5gjo3a

Statistical Inference of Software Performance Models for Parametric Performance Completions [chapter]

Jens Happe, Dennis Westermann, Kai Sachs, Lucia Kapová
2010 Lecture Notes in Computer Science  
In this paper, we abstract from the internal structure of the system under study. We focus on message-oriented middleware (MOM) and analyze the dependency between the MOM's usage and its performance.  ...  To capture these influences on the overall system's performance, established performance prediction methods (modelbased and analytical) rely on models that describe the performance-relevant aspects of  ...  We evaluated our approach using the SPECjms2007 Benchmark for message-oriented systems. The benchmark resembles a supply chain management system for supermarket stores.  ... 
doi:10.1007/978-3-642-13821-8_4 fatcat:kx2jo756hvglfprlgslq7ol3ou

Quality of Service in Dynamic Business Process supporting Event-based Systems

Stefan Appel, Kai Sachs, Alejandro P. Buchmann
2010 Workshop Grundlagen von Datenbanken  
This paper introduces QoS aspects in event-based systems and discusses ways of identifying and evaluating QoS needs.  ...  The trust in such reactive systems depends to a large extent on the Quality of Service (QoS) provided by the underlying event system.  ...  JMS and DDS are used in QoS research: [13] presents concepts for the management of QoS in DDS, [22] uses the SPECjms2007 benchmark to evaluate compliance and performance of JMS middleware.  ... 
dblp:conf/gvd/AppelSB10 fatcat:xo2chqfh5vgrndasjg3zwbmcka

Modeling event-based communication in component-based software architectures for performance predictions

Christoph Rathfelder, Benjamin Klatt, Kai Sachs, Samuel Kounev
2013 Journal of Software and Systems Modeling  
Applying a model-to-model transformation, our approach integrates platform-specific performance influences of the underlying middleware while enabling the use of different existing analytical and simulation-based  ...  a detailed evaluation of the applicability of our approach based on two representative real-world case studies.  ...  As the SPECjms2007 benchmark focuses on evaluating the performance of the message-oriented middleware, the specification and calibration of the Middleware Repository is an important factor for the accuracy  ... 
doi:10.1007/s10270-013-0316-x fatcat:sjsd7a23mbcqfhjeefjj7pka6q

Performance modeling and analysis of message-oriented event-driven systems

Kai Sachs, Samuel Kounev, Alejandro Buchmann
2012 Journal of Software and Systems Modeling  
We study a deployment of the SPECjms2007 standard benchmark on a leading commercial middleware platform.  ...  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.  ...  Related work Performance evaluation of message-oriented event-driven systems We present an overview of existing performance modeling and analysis techniques for message-oriented event-driven systems.  ... 
doi:10.1007/s10270-012-0228-1 fatcat:qkjjebcbpbbtzjpzs5xcx6lhya

Impact analysis for distributed event-based systems

Daniel Popescu, Joshua Garcia, Kevin Bierhoff, Nenad Medvidovic
2012 Proceedings of the 6th ACM International Conference on Distributed Event-Based Systems - DEBS '12  
We have applied Helios to applications constructed on top of four different message-oriented middleware platforms. We summarize the results of several such applications.  ...  Software analysis techniques that have been used successfully in traditional, explicit invocation-based systems are of little use in this domain.  ...  The benchmark jms2009-PS is built on top of SPECjms2007, the first industry-standard benchmark for evaluating the performance of enterprise message-oriented middleware servers based on the Java Messaging  ... 
doi:10.1145/2335484.2335511 dblp:conf/debs/PopescuGBM12 fatcat:5rjvenmaujbvbct6aahpac5epy

Modeling of Event-based Communication in Component-based Architectures: State-of-the-Art and Future Directions

Samuel Kounev, Christoph Rathfelder, Benjamin Klatt
2013 Electronical Notes in Theoretical Computer Science  
Applying a model-to-model transformation, our approach integrates platform-specific performance influences of the underlying middleware while enabling the use of different existing analytical and simulationbased  ...  behavior and performance under load due to the decoupling of components and control flow.  ...  The SPECjms2007 benchmark, our second case study [21] , is a supply chain management system representative of real-world industrial applications built on top of a centralized message-oriented middleware  ... 
doi:10.1016/j.entcs.2013.04.002 fatcat:araurzstgbertasyayztmpqlcq

A comparative evaluation of AMQP and MQTT protocols over unstable and mobile networks

Jorge E. Luzuriaga, Miguel Perez, Pablo Boronat, Juan Carlos Cano, Carlos Calafate, Pietro Manzoni
2015 2015 12th Annual IEEE Consumer Communications and Networking Conference (CCNC)  
Abstract-Message oriented middleware (MOM) refers to the software infrastructure supporting sending and receiving messages between distributed systems.  ...  They are extensively used for exchanging messages since they provide an abstraction of the different participating system entities, alleviating their coordination and simplifying the communication programming  ...  ACKNOWLEDGMENTS This work was partially supported by the Ministerio de Ciencia e Innovación, Spain, under Grant TIN2011-27543-C03-01.  ... 
doi:10.1109/ccnc.2015.7158101 dblp:conf/ccnc/LuzuriagaPBCCM15 fatcat:43jvuxxjovgofdqxm6lzprk7yq

State dependence in performance evaluation of component-based software systems

Lucia Kapova, Babora Buhnova, Anne Martens, Jens Happe, Ralf Reussner
2010 Proceedings of the first joint WOSP/SIPEW international conference on Performance engineering - WOSP/SIPEW '10  
A practical influences of the internal state on software performance is evaluated on a realistic case study.  ...  Integrating rising variability of software systems in performance prediction models is crucial to allow widespread industrial use of performance prediction.  ...  Acknowledgment The work has been partially supported by the Academy of Sciences of the Czech Republic (grant No. 1ET400300504).  ... 
doi:10.1145/1712605.1712613 dblp:conf/wosp/KapovaBMHR10 fatcat:r273fudcona3hdyf7e4pqw6koi

Design and evaluation of benchmarks for financial applications using Advanced Message Queuing Protocol (AMQP) over InfiniBand

Hari Subramoni, Gregory Marsh, Sundeep Narravula, Ping Lai, Dhabaleswar K. Panda
2008 2008 Workshop on High Performance Computational Finance  
Message Oriented Middleware (MOM) is a key technology in financial market data delivery.  ...  We design a basic suite of benchmarks for AMQP's Direct, Fanout, and Topic Exchange types. We then evaluate these benchmarks with Apache Qpid, an open source implementation of AMQP.  ...  The Standard Performance Evaluation Corporation (SPEC) has also built a standard MOM benchmark oriented to JMS called SPECjms2007 [21] .  ... 
doi:10.1109/whpcf.2008.4745404 fatcat:yv4vge4w3bgzbpjsulcpczefeu
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