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A Methodology for Performance Modeling of Distributed Event-Based Systems

Samuel Kounev, Kai Sachs, Jean Bacon, Alejandro Buchmann
2008 2008 11th IEEE International Symposium on Object and Component-Oriented Real-Time Distributed Computing (ISORC)  
This paper is the first to provide a comprehensive methodology for workload characterization and performance modeling of DEBS.  ...  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.  ...  Modeling Methodology for DEBS A generic distributed event-based system (DEBS) is normally composed of a set of nodes deployed in a distributed environment and exchanging information through a set of communication  ... 
doi:10.1109/isorc.2008.51 dblp:conf/isorc/KounevSBB08 fatcat:gcwebsyti5agbocdqpqxw3jefa

ELDAMeth: An agent-oriented methodology for simulation-based prototyping of distributed agent systems

Giancarlo Fortino, Wilma Russo
2012 Information and Software Technology  
, design and implementation of distributed software systems.  ...  In particular, the proposed methodology is based on the ELDA (Event-driven Lightweight Distilled StateCharts-based Agents) agent model, and provides key programming abstractions (event-driven computation  ...  ACKNOWLEDGMENT Authors wish to thank A. Garro, S. Mascillaro, G. Mazzitelli, and F. Rango for useful ideas, discussions and implementation efforts supporting the ELDAMeth project.  ... 
doi:10.1016/j.infsof.2011.08.006 fatcat:5z2jsnaamfhsjeyeqnprbghvqm

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  
Moreover, novel event-based applications are typically highly distributed and data intensive with stringent requirements for performance and scalability.  ...  To the best of our knowledge, no work introducing a general methodology for modeling EBS had been published.  ...  A further contribution is a terminology for performance modeling patterns targeting common aspects of event-based applications using QPNs [7, 11] .  ... 
doi:10.1145/2188286.2188314 dblp:conf/wosp/Sachs12 fatcat:uauxxm5dcfgwbg2m234uc7lwie

Methodology for Performance Analysis of Distributed Knowledge-Based Systems

Nataliia Kulykovska, Artur Timenko, Svitlana Hrushko, Stepan Skrupsky
2021 Computer Modeling and Intelligent Systems  
To analyze the performance of distributed knowledge-based systems, direct performance measurement with tracing of web service function calls is used.  ...  In this paper, the performance of distributed knowledge-based systems is the time spent by an application to execute messaging functions.  ...  All stages of the performance analysis methodology are implemented in a software environment for working with ontologies and a knowledge base of distributed knowledge-based systems.  ... 
doi:10.32782/cmis/2864-18 fatcat:onghn7j5tngz5lb5yvbzgzplpm

EVALUATING PRODUCTIVITY OF DISTRIBUTED KNOWLEDGE-BASED SYSTEMS [chapter]

N. A. Kulykovska, A. V. Timenko
2020 PROSPECTS AND PRIORITIES OF RESEARCH IN SCIENCE AND TECHNOLOGY  
The formal model of the distributed 33 knowledge-base system consists of a set of ontologies; lots of services; a set of events that describe the processes of the system; semantic service, a set of composite  ...  The methodology for constructing the distributed knowledge-based systems is to present the semantic descriptions of all existing nodes in the system.  ...  where pd is the verbal description of the problem; durthe duration of the appearance of this problem; TrRulesrules for tracing the action of the problem; AnRulesrules for recognizing problems; RECrecommendations  ... 
doi:10.30525/978-9934-26-008-7.2-2 fatcat:tywjyzajk5cddmdbjloasf5wgm

System-Level Performance Evaluation of Very High Complexity Media Applications : A H264/AVC Encoder Case Study

Hajer Krichene Zrida, Abderrazek Jemai, Ahmed C Ammari, Mohamed Abid
2011 International Journal of Communications, Network and System Sciences  
In this paper, we demonstrate the effectiveness and the flexibility of the Sesame/Artemis system-level modeling and simulation methodology for efficient performance evaluation and rapid architectural exploration  ...  For this purpose, we have selected a system level design of a very high complexity media application; a H.264/AVC (Advanced Video Codec) video encoder.  ...  When executed, each Kahn process generates a trace of events, and these event traces are routed towards a specific component of the architecture model through a trace event queue.  ... 
doi:10.4236/ijcns.2011.47052 fatcat:egxzq3wz7vhp3f5ggadstywoxa

Processing publish/subscribe queries over distributed data streams

Oana Jurca, Sebastian Michel, Alexandre Herrmann, Karl Aberer
2009 Proceedings of the Third ACM International Conference on Distributed Event-Based Systems - DEBS '09  
The various communities dealing with event based systems have made progress in different aspects of the problem.  ...  The scope of the conference covers all topics relevant to event-based computing ranging from those discussed in related disciplines (e.g., coordination, software engineering, peer-to-peer systems, Grid  ...  Design and programming methodologies * Event-based business process management and modeling * Experimental methodologies * Performance modeling and prediction based on analytic approaches * Federated event-based  ... 
doi:10.1145/1619258.1619286 dblp:conf/debs/JurcaMHA09 fatcat:l6v76gb5jjc3tgjs46cjxkx6ym

On the Effectiveness of Communication-Centric Modelling of Complex Embedded Systems

Hugo Meyer, Uraz Odyurt, Simon Polstra, Evangelos Paradas, Ignacio Gonzalez Alonso, Andy D. Pimentel
2018 2018 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Ubiquitous Computing & Communications, Big Data & Cloud Computing, Social Computing & Networking, Sustainable Computing & Communications (ISPA/IUCC/BDCloud/SocialCom/SustainCom)  
The main approach in keeping our workflow as efficient and as compact as possible is the use of a communication-centric modelling approach for complex embedded systems.  ...  mimicked with high-level event-based simulation.  ...  There can be numerous applications for our model-based DCPS analysis and optimisation methodology.  ... 
doi:10.1109/bdcloud.2018.00143 dblp:conf/ispa/MeyerOPPAP18 fatcat:cjzb5hrytrdnxmnq5bfofzuk6q

A methodology for improving software design lifecycle in embedded control systems

Mohamed El Mongi Ben Gaid, Rémy Kocik, Yves Sorel, Rédha Hamouche
2008 Proceedings of the conference on Design, automation and test in Europe - DATE '08  
Then, we describe the preliminary ideas of a methodology considering a control law designed with the Scicos simulation environment and implemented on a distributed architecture with the SynDEx system-level  ...  The effects of the computer implementation on control system performance are still evaluated on the last phases of the development cycle.  ...  SynDEx is a CAD software based on the AAA methodology (Algorithm Architecture Adequation).  ... 
doi:10.1145/1403375.1403503 fatcat:4dmw7v7mwjdwpcuvzs5deddbpu

A methodology for improving software design lifecycle in embedded control systems

Mohamed El Mongi Ben Gaid, Remy Kocik, Yves Sorel, Redha Hamouche
2008 2008 Design, Automation and Test in Europe  
Then, we describe the preliminary ideas of a methodology considering a control law designed with the Scicos simulation environment and implemented on a distributed architecture with the SynDEx system-level  ...  The effects of the computer implementation on control system performance are still evaluated on the last phases of the development cycle.  ...  SynDEx is a CAD software based on the AAA methodology (Algorithm Architecture Adequation).  ... 
doi:10.1109/date.2008.4484905 dblp:conf/date/GaidKSH08 fatcat:aqua77frj5f3phdxvgisewbzoa

A new web based method for distribution of simulation experiments based on the CMSD standard

Soren Bergmann, Soren Stelzer, Steffen Strasburger
2012 Proceedings Title: Proceedings of the 2012 Winter Simulation Conference (WSC)  
This article introduces a novel methodology for web based distribution of simulation experiments.  ...  The methodology is based on automatic model generation, initialization, and result analysis under usage of the CMSD standard. All user interactions are performed in web based user interfaces.  ...  The methodology assumes a CMSD based description of the simulated manufacturing system.  ... 
doi:10.1109/wsc.2012.6464985 dblp:conf/wsc/BergmannSS12 fatcat:hxyzpywme5eqlpfcdbmwv4swq4

On the use of high-frequency SCADA data for improved wind turbine performance monitoring

E Gonzalez, B Stephen, D Infield, J J Melero
2017 Journal of Physics, Conference Series  
In this work, we advocate the use of high-frequency SCADA data and quantile regression to build a cost effective performance monitoring tool.  ...  The benefits of the approach are demonstrated through the comparison between state-of-the-art deterministic power curve modelling techniques and the suggested probabilistic model.  ...  The authors would like to thank Enel Green Power for their cooperation and supply of the datasets.  ... 
doi:10.1088/1742-6596/926/1/012009 fatcat:uybowifvkbfrzciw3rowwg3xyi

Benchmarking Quasi-Steady State Cascading Outage Analysis Methodologies

Pierre Henneaux, Emanuele Ciapessoni, Diego Cirio, Eduardo Cotilla-Sanchez, Ruisheng Diao, Ian Dobson, Anish Gaikwad, Stephen Miller, Milorad Papic, Andrea Pitto, Junjian Qi, Nader Samaan (+3 others)
2018 2018 IEEE International Conference on Probabilistic Methods Applied to Power Systems (PMAPS)  
Various methodologies exist for assessing the risk of cascading outage in power systems, differing in the cascading mechanisms considered and in the way they are modeled.  ...  Several metrics and indicators are used for that comparison: expected demand loss, distribution of demand loss, distribution of lines outaged and critical lines.  ...  The OPA methodology calculates a long-term risk accounting for a slow system upgrade, whereas the other methodologies calculate the risk of a fixed power system.  ... 
doi:10.1109/pmaps.2018.8440212 fatcat:ckigolxvobcynmckscwqbjehxa

Towards a scalable data center-level evaluation methodology

David Meisner, Junjie Wu, Thomas F. Wenisch
2011 (IEEE ISPASS) IEEE INTERNATIONAL SYMPOSIUM ON PERFORMANCE ANALYSIS OF SYSTEMS AND SOFTWARE  
We introduce, Stochastic Queuing Simulation (SQS), our methodology for characterization and evaluation of data center systems.  ...  By leveraging techniques from stochastic modeling, queuing theory and statistical sampling, SQS uses discrete-event simulation to drive models that scale to tens of thousands of machines.  ...  Fig. 1 : Overview of the SQS methodology: A system is a) instrumented to derive workload interarrival and service time distributions and b) characterized to create a model of system behavior (e.g., power-performance  ... 
doi:10.1109/ispass.2011.5762723 dblp:conf/ispass/MeisnerWW11 fatcat:5xv5sb2dljaavm6butcumuxwva

A decision tree based approach for microgrid islanding detection

Riyasat Azim, Yongli Zhu, Hira Amna Saleem, Kai Sun, Fangxing Li, Di Shi, Ratnesh Sharma
2015 2015 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT)  
The proposed technique is tested on a microgrid model implemented on IEEE 13-node distribution feeder system under a wide variety of system operating states.  ...  The proposed technique relies on capturing the underlying signatures of a wide variety of system events on critical system parameters through the utilization of pattern recognition tools for islanding  ...  TEST SYSTEM MODELING In this paper, a detailed case study on a grid connected microgrid model has been performed in order to evaluate the effectiveness of the proposed method.  ... 
doi:10.1109/isgt.2015.7131809 dblp:conf/isgt/AzimZSSLSS15 fatcat:rdjtnqjzlzcnlllzmz5fljrj4y
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