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Dr.-Ing. Samuel Kounev

Head of Descartes Research Group

Tel: +49 721 608 7374

Fax: +49 721 608 5990

kounev(at)kit.edu

Chair Prof. Reussner
Institute for Program Structures and Data Organization
Universität Karlsruhe (TH)
Building 50.34
Am Fasanengarten 5
D-76131 Karlsruhe, Germany

Room 334

DESCARTES Research Group

Former Homepage @ University of Cambridge

Former Homepage @ Technische Universität Darmstadt


Publications

Publications are listed on a separate page.

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Upcoming Conferences and Events (I am involved in)

  • WOSP-SIPEW 2010 - 1st Joint WOSP/SIPEW International Conference on Performance Engineering sponsored by ACM SIGSOFT and ACM SIGMETRICS in cooperation with and with the generous support of SPEC, San Jose, California, USA, January 28-30, 2010.
  • QoSA 2010 - 6th International Conference on Quality of Software Architectures, Prague, Czech
    Republic, June 23-25, 2010.
  • ROSSA 2009 - 1st International Workshop on Run-time mOdels for Self-managing Systems and Applications, In conjunction with Fourth International Conference on Performance Evaluation Methodologies and Tools (VALUETOOLS 2009), Pisa, Italy, October 19, 2009.
  • QUASOSS 2009 - 1st International Workshop on the Quality of Service-Oriented Software Systems, In conjunction with the 7th ESEC/FSE Joint meeting, Amsterdam, The Netherlands, August 25th, 2009.
  • EPEW 2009 - 6th European Performance Engineering Workshop 2009, Imperial College London, July 9–10, 2009.
  • QoSA 2009 - Fifth International Conference on Quality of Software Architectures (QoSA 2009), East Stroudsberg University, Pennsylvania, USA, June 22-26, 2009.
  • SPEC Benchmark Workshop 2009 to be held in conjunction with SPEC's Annual Meeting, Austin, Texas, January 25, 2009.
  • FESCA @ ETAPS 2009 - 6th International Workshop on Formal Engineering approaches to Software Components and Architectures, Satellite event of ETAPS, York, UK, March 28, 2009.

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Research Interests

Main research areas:

  • Software and systems engineering
  • System modeling and simulation
  • Quality prediction (availability, performance, scalability and efficiency)
  • System sizing and capacity planning
  • Autonomic and self-adaptive run-time management
  • Self-aware platforms and systems
  • Cost and resource management in data centers
  • Power/energy-efficient computing
  • Experimental performance analysis
  • Benchmarking and workload characterization


Target technology domains:

  • Service-oriented architectures
  • Virtualization and cloud computing (SaaS, PaaS, IaaS)
  • Distributed component-based systems
  • Event-based/message-oriented middleware
  • Grid computing

 

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Professional Functions & Memberships

 

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Projects

Current

  • Modeling JEE Applications for Performance using the Palladio Component Model and the Oracle WebLogic Server
    Project of University of Karlsruhe with Oracle USA, Inc.
    Role: Project Manager
  • SPECjms2007: A Benchmark for Enterprise Message-Oriented Middleware
    Project at SPEC - Standard Performance Evaluation Corporation.
    Role: Project Manager, Benchmark Architect and Working Group Chair
    Press Coverage: @SPEC, IT Jungle, @SYS-CON, @LexisNexis, @Innovations Report, @TU Darmstadt, etc.
  • QPME - Queueing Petri Net Modeling Environment
    Project at University of Karlsruhe (TH).
    Role: Project Manager and Development Lead
  • Performance and Scalability Analysis of Netweaver's JMS Provider
    Project of TU Darmstadt with SAP AG, Walldorf, Germany.
    Role: Consultant
  • Autonomic Quality of Service Management in Grid Environments
    Joint project with Technical University of Catalonia (UPC) and Barcelona Supercomputing Center (BSC).
  • A Transport Information Monitoring Environment (TIME): Event Architecture and Context Management (TIME-EACM)
    Project at Cambridge University.
    Role: Consultant

Past

  • Performance Modeling and Evaluation of Event-based Systems
    Project funded by the German Research Foundation (DFG), February 2006 - May 2008.
    Role: Principal Investigator
  • NewOps IT Operations Concept - Infrastructure Design and Sizing Methodology
    Project with Deutsche Post AG, 2005.
    Role: Consultant
  • SPECjbb2005
    Project at SPEC - Standard Performance Evaluation Corporation, May 2004 - June 2005.
    Role: Release Manager
  • Performance and Scalability Analysis of SAP Web Application Server (Netweaver)
    Project of TU Darmstadt with SAP AG, Walldorf, Germany, April 2004 - March 2005.
    Role: Project Manager
  • SPECjAppServer2004
    Project at SPEC - Standard Performance Evaluation Corporation, December 2002 - April 2004.
    Role: Release Manager and Lead Developer
  • MALL2000 - "Mall for Online Business beyond the Year 2000"
    Project No. 977041 of the INCO Copernicus Program funded by the European Commission.

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Teaching

Courses @ Universität Karlsruhe (TH), Germany

Courses @ Cambridge University, UK

  • Part II Lectures (Lent Term 2008): "Computer Systems Modelling" - with R.J. Gibbens
  • Part II Lectures (Lent Term 2007): "Advanced Systems Topics" - with K. Fraser and others.
  • Part II Lectures (Lent Term 2007): "Computer Systems Modelling" - with R.J. Gibbens
  • SRG Seminar (April 2006) - "A Practical Approach for Predicting the Performance and Scalability of Distributed Component Systems"

Courses @ Technical University of Catalonia (UPC), Spain

  • Masters Course, "Performance Modeling and Evaluation of e-Business Systems", April 2007
  • PhD Course, "Performance Engineering of Distributed E-Business Systems", June 2006

Former Courses @ TU Darmstadt, Germany

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Publications

Publications are listed on a separate page.

Selected Talks

Performance-Engineering-Research an der Universität Karlsruhe. CA infoexchange 2009 Conference, Mannheim, Germany, May 20, May 2009.
SOA2 - A Vision of Next Generation Service-Oriented Architectures. ABB Corporate Research, Ladenburg, Germany, April 3, April 2009.
Keynote: SOA2 - Eine Vision für die nächste Generation dienstorienterter Software-Architekturen. Deutschepost Strategietagung - 6100 Application Service Management MAIL/Retail, St. Goar, Germany, February 9, February 2009.
Descartes Projekt - Autonomes Performanz-und Ressourcen-Management in dynamischen, dienstorientierten Umgebungen. DFG Fachforum Informatik, Deutsche Forschungsgemeinschaft (German Research Foundation), Bonn, Germany, September 30, September 2008.
QoS-aware resource allocation and load-balancing in enterprise Grids using online simulation. University of Oldenburg, Department of Computing Science, Oldenburg, Germany, August 26, August 2008.
[ .html | .pdf ]
Towards Autonomic QoS Management in Event-based and Service-Oriented Environments. University of Cambridge, Computer Laboratory, Cambridge, UK, March 11, March 2008.
[ http ]
Autonomic QoS control in enterprise Grid environments using online simulation. School of Computing Science, Newcastle University, Newcastle upon Tyne, UK, February 12, February 2008.
[ http ]
Performance Prediction using QPN Models: From Capacity Planning to Online Performance Management. Department of Software Engineering, Faculty of Mathematics and Physics, Charles University, Prague, Czech Republic, January 16, January 2008.
[ http | .pdf ]
SPECjms2007 - A Novel Benchmark and Performance Analysis Framework for Message-Oriented Middleware. University of Cambridge, Computer Laboratory, Cambridge, UK, October 16, October 2007.
[ http ]
SPEC Enterprise Java Benchmarks: State of the Art and Future Directions. SPEC Benchmarking Joint US/Europe Colloquium, Dresden, Germany, June 22, June 2007.
[ http | .pdf ]
Performance Modeling and Evaluation of Distributed Component Systems using Queueing Petri Nets. University of Edinburgh, Laboratory for Foundations of Computer Science, School of Informatics, Edinburgh, UK, May 4, May 2007.
[ .html | .pdf ]
An Approach to Performance Modeling and Analysis of Distributed Event-Based Systems. University of Cambridge, Computer Laboratory, Cambridge, UK, March 13, March 2007.
[ http ]
A Practical Approach for Predicting the Performance and Scalability of Distributed Component Systems. University of Cambridge, Computer Laboratory, Cambridge, UK, April 13, April 2006.
[ .html ]
Performance Modeling and Evaluation of Event-based Systems. University of Cambridge, Computer Laboratory, Cambridge, UK, March 3, March 2006.
Performance Engineering of Distributed Component Systems - From Benchmarking to Modeling and Performance Prediction. Technical University of Berlin, Institut für Technische Informatik und Mikroelektronik, Berlin, Germany, April 29, April 2005.
[ .html ]
E-Business Performance and Scalability - From Measuring to Predicting. SAP Research Forum, Walldorf, Germany, January 27, January 2005.
Performance Modeling of Distributed E-Business Applications using Queueing Petri Nets. Dagstuhl - Workshop of five Informatik-Graduiertenkolles, Schloss Dagstuhl, Germany, June 16-18, June 2003.
[ .pdf ]
J2EE PERFORMANCE: From Benchmarking to Sizing and Capacity Planning. DVS-PhD Internal Workshop, Darmstadt, Germany, May 21, May 2002.
[ .pdf ]
Implementing and Optimizing Sun's ECperf Benchmark with BEA WebLogic Server. BEA Hochschul-Industrie-Kooperations-Tagung, Frankfurt, Germany, November 13, November 2001.
[ .pdf ]
Electronic Store: MALL2000 - Mall for Online Business beyond the Year 2000. Bulgarian Oracle User Group (BGOUG) Annual Conference 1999, Sofia, Bulgaria, November 4-5, November 1999.
[ .pdf ]

Supervised Theses

[18] Nikolaus Huber. Autonomic Performance and Resource Management in Dynamic Service-oriented Systems. PhD Thesis, Karlsruhe Institute of Technology (KIT) - Universität Karlsruhe (TH), Germany, July 2009 - Present.
[17] Fabian Brosig. Modeling of Dynamic Service-oriented Environments for Performance and Capacity Management. PhD Thesis, Karlsruhe Institute of Technology (KIT) - Universität Karlsruhe (TH), Germany, June 2009 - Present.
[16] Christoph Rathfelder. Performance Prediction in Message-Based Systems. PhD Thesis co-supervised with R. Reussner, Forschungszentrum Informatik (FZI) Karlsruhe, Germany, May 2009 - Present.
[15] Philipp Meier. Transformation of Palladio Component Model Instances to Queueing Petri Nets. Master Thesis co-supervised with H. Koziolek, Karlsruhe Institute of Technology (KIT) - Universität Karlsruhe (TH), Germany, January 2010 - Present.
[14] Konstantin Bender. Performance and Capacity Management in Enterprise Data Fabric Infrastructures. Master Thesis, Karlsruhe Institute of Technology (KIT) - Universität Karlsruhe (TH), Germany, August 2009 - Present.
[13]

Frederik Zipp, Filterung, Aggregation und Visualisirung von QPN-Analyseergebnissen Study Thesis (Studienarbeit), Karlsruhe Institute of Technology (KIT) - Universität Karlsruhe (TH), Germany, May 2009.

[12] Fabian Brosig. Automated Extraction of Palladio Component Models from Running Enterprise Java Applications. Master Thesis, Karlsruhe Institute of Technology (KIT) - Universität Karlsruhe (TH), Germany, May 2009.
[11] Kai Sachs. Performance Modeling and Benchmarking of Message-oriented Middleware. PhD Thesis co-supervised with A. Buchmann, Technische Universität Darmstadt, Germany, 2005-2009.
[10] Ramon Nou. Aplicacion de la simulacion en tiempo real para mejorar la calidad de servicio del Middleware. PhD Thesis co-supervised with J. Torres, Universitat Politecnica de Catalunya, Barcelona, Spain, 2006-2008.
[9] Lavr Burin. Modeling Sensor-based Middleware for Workload Characterization and Performance Prediction. PhD Thesis co-supervised with K. Moody, University of Cambridge, England, 2006-2008.
[8] Frank Heimburger. Performance Modelling of Java EE Applications using LQNs and QPNs. Master Thesis co-supervised with Kai Sachs, Technische Universität Darmstadt, Germany, September 2007.
[7] Christofer Dutz. QPE - A Graphical Editor for Modeling using Queueing Petri Nets. Master's thesis, Technische Universität Darmstadt, Darmstadt, Germany, March 2006.
[6] Björn Weis. Performance Optimierung von J2EE Anwendungen auf der JBoss Plattform. Master's thesis, Technische Universität Darmstadt, Darmstadt, Germany, June 2004.
[5] Anja Steih. Untersuchung der Performance von J2EE-Anwendungen mittels Simulation. Master's thesis, Technische Universität Darmstadt, Darmstadt, Germany, March 2004.
[4] Kai S. Juse. Performance von J2EE-basierten Web Services. Master's thesis, Technische Universität Darmstadt, Darmstadt, Germany, June 2003.
[3] Christofer Dutz. Deployment of SPECjAppServer2002 in JBoss Application Server. Study Thesis (Studienarbeit), Technische Universität Darmstadt, Darmstadt, Germany, June 2003.
[2] Bernhard Siedentop. Performance- und Kapazitätsanalyse der verteilten Web Anwendung TPC-W. Master's thesis, Technische Universität Darmstadt, Darmstadt, Germany, October 2002.
[1] Andreas Fleischmann. Profiling of Servlet Applications. Study Thesis (Semesterarbeit), Technische Universität Darmstadt, Darmstadt, Germany, March 2002.

Selected Reviewer and Conference Organization Activities

International Journals and Conferences

  • The Computer Journal (Oxford University Press)
  • IEEE Computer
  • IEEE Transactions on Computers
  • IEEE Transactions on Parallel and Distributed Systems
  • IEEE Transactions on Network and Service Management
  • IEEE Transactions on Mobile Computing
  • IET Software
  • Elsevier Performance Evaluation Journal
  • Elsevier Journal of Applied Mathematical Modelling
  • Elsevier Journal of Parallel and Distributed Computing
  • Elsevier Journal of Systems and Software
  • Elsevier Computer Networks Journal
  • Wiley InterScience Journal of Concurrency and Computation: Practice and Experience
  • Wiley InterScience Journal of Applied Stochastic Models in Business and Industry
  • Springer Journal of Software and Systems Modeling
  • ACM/SPEC International Conference on Performance Engineering (ICPE)
  • ACM SIGMOD Conference
  • ACM SACMAT Conference
  • ICST MobiQuitous Conference
  • International Conference on Distributed Event-Based Systems (DEBS)
  • ACM/IFIP/USENIX International Middleware Conference
  • WOSP-SIPEW International Conference on Performance Engineering
  • International CMG Conference
  • International Workshop on Distributed Event-Based Systems
  • International Workshop on Electronic Commerce

Selected Program Committees

  • QoSA 2010 - 6th International Conference on Quality of Software Architectures, Prague, Czech Republic, June 23-25, 2010.
  • SPEC Benchmark Workshop 2010 - Paderborn, Germany, October 8, 2010.
  • FESCA @ ETAPS 2010 - 7th International Workshop on Formal Engineering approaches to Software Components and Architectures, Satellite event of ETAPS, Paphos, Cyprus, March 27,
    2010.
  • GVS 2010 - Workshop "IT-Governance in verteilten Systemen", Leipzig, Germany, September 29, 2010.
  • ROSSA 2009 - 1st International Workshop on Run-time mOdels for Self-managing Systems and Applications, In conjunction with Fourth International Conference on Performance Evaluation Methodologies and Tools (VALUETOOLS 2009), Pisa, Italy, October 19, 2009.
  • QUASOSS 2009 - 1st International Workshop on the Quality of Service-Oriented Software Systems, In conjunction with the 7th ESEC/FSE Joint meeting, Amsterdam, The Netherlands, August 25th, 2009.
  • QoSA 2009 - Fifth International Conference on Quality of Software Architectures, East Stroudsberg University, Pennsylvania, USA, June 22-26, 2009.
  • EPEW 2009 - 6th European Performance Engineering Workshop 2009, Imperial College London, July 9–10, 2009.
  • FESCA @ ETAPS 2009 - 6th International Workshop on Formal Engineering approaches to Software Components and Architectures, Satellite event of ETAPS, York, UK, March 28, 2009.
  • SPEC Benchmark Workshop 2009 held in conjunction with SPEC's Annual Meeting, Austin, Texas, January 25, 2009.
  • QuaSM 2008 - International Workshop of Quality Management of Service, Sydney, Australia, December 10-12, 2008.
  • QoSA 2008 - Fourth International Conference on Quality of Software-Architectures "Models and Architectures", Karlsruhe, Germany, October 14-17, 2008.
  • EPEW 2008 - 5th European Performance Engineering Workshop, Palma de Mallorca, Spain, September 24-25, 2008.
  • SACC 2008 - 4th International Conference on Self-organization and Adaptation of Computing and Communications, Glasgow, UK, July 22-24, 2008.
  • SOAS 2007 – 3rd International Conference on Self-Organization and Autonomous Systems in Computing and Communications, Leipzig, Germany, September 24-27, 2007.
  • WOMP'06 - Workshop on Middleware and Performance

Conference Organization

  • General Co-Chair for ICPE 2011 - 2nd ACM/SPEC International Conference on Performance Engineering (ICPE) sponsored by ACM SIGSOFT and ACM SIGMETRICS in cooperation with and with the generous support of SPEC, Karlsruhe, Germany, March 14-16, 2011.
  • SIPEW Steering Committee Liaison and Industrial Chair for WOSP-SIPEW 2010 - 1st Joint WOSP/SIPEW International Conference on Performance Engineering sponsored by ACM SIGSOFT and ACM SIGMETRICS in cooperation with and with the generous support of SPEC, San Jose, California, USA, January 28-30, 2010.
  • Local Organization Chair for OW2 Consortium - Germany Roadshow, Karlsruhe, Germany, March 24, 2009.
  • Program Chair for SIPEW 2008 - SPEC International Performance Evaluation Workshop held in Darmstadt, Germany, June 27-28, 2008.
  • Member of SPEC Benchmark Workshop Steering Committee.

PhD Committees

  • David Carrera, Technical University of Catalonia (UPC), Barcelona, Spain

 

Copyright © 2010 Samuel Kounev (Last updated: March 12, 2010).