piwik-script

Deutsch Intern
    Chair of Computer Science II - Software Engineering

    Publications


    Journals, Chapters and Books (-section under construction-)

    Article in journal, newspaper, or magazine [ to top ]

    • Time Series Forecasting for Self-Aware Systems. Bauer, André; Züfle, Marwin; Herbst, Nikolas; Zehe, Albin; Hotho, Andreas; Kounev, Samuel; in Proceedings of the IEEE (2020). 108(7) 1068 - 1093.
       
    • Towards Self-Aware Multir... - Download
      Towards Self-Aware Multirotor Formations. Kaiser, Dennis; Lesch, Veronika; Rothe, Julian; Strohmeier, Michael; Spiess, Florian; Krupitzer, Christian; Montenegro, Sergio; Kounev, Samuel; in Computers (2020). 9(7) MDPI.
      Special Issue on Self-Aware Computing
       
    • The impact of the German strategy for containment of Coronavirus SARS-CoV-2 on the training characteristics, physical activity, sleep of highly trained kayakers and canoeists: A retrospective observational study. Zinner, Christoph; Matzka, Manuel; Leppich, Robert; Kounev, Samuel; Holmberg, HC; Sperlich, Billy; in Frontiers in Sports and Active Living (2020). 2 127. Frontiers.
       
    • A Taxonomy of Techniques for SLO Failure Prediction in Software Systems. Grohmann, Johannes; Herbst, Nikolas; Chalbani, Avi; Arian, Yair; Peretz, Noam; Kounev, Samuel; in Computers (2020). 9(1) 10. Multidisciplinary Digital Publishing Institute (MDPI).
       
    • Hands Off my Database: Ransomware Detection in Databases through Dynamic Analysis of Query Sequences. Iffländer, Lukas; Dmitrienko, Alexandra; Hagen, Christoph; Jobst, Michael; Kounev, Samuel; in ArXiv (2019).
       
    • Online model learning for... - Download
      Online model learning for self-aware computing infrastructures. Spinner, Simon; Grohmann, Johannes; Eismann, Simon; Kounev, Samuel; in Journal of Systems and Software (2019). 147 1 - 16.
       
    • Chameleon: A Hybrid, Proa... - Download
      Chameleon: A Hybrid, Proactive Auto-Scaling Mechanism on a Level-Playing Field. Bauer, André; Herbst, Nikolas; Spinner, Simon; Ali-Eldin, Ahmed; Kounev, Samuel; in IEEE Transactions on Parallel and Distributed Systems (2019). 30(4) 800--813. IEEE.
       
    • Measuring and Rating the Energy-Efficiency of Servers. von Kistowski, Jóakim; Lange, Klaus-Dieter; Arnold, Jeremy A.; Beckett, John; Block, Hansfried; Tricker, Mike; Sharma, Sanjay; Pais, Johann; Kounev, Samuel; in Future Generation Computer Systems (2019). 100 579 - 589.
       
    • Modeling of Aggregated Io... - Download
      Modeling of Aggregated IoT Traffic and Its Application to an IoT Cloud. Metzger, Florian; Hoßfeld, Tobias; Bauer, André; Kounev, Samuel; Heegaard, Poul. E.; in Proceedings of the IEEE (2019). 107(4) 679-694.
       
    • CUP: A Formalism for Expressing Cloud Usage Patterns for Experts and Non-Experts. Milenkoski, Aleksandar; Iosup, Alexandru; Kounev, Samuel; Sachs, Kai; Mularz, Diane E.; Curtiss, Jonathan A.; Ding, Jason J.; Rosenberg, Florian; Rygielski, Piotr; in IEEE Cloud Computing (2018). 5(3) 65--76. IEEE.
       
    • Quantifying Cloud Perform... - Download
      Quantifying Cloud Performance and Dependability: Taxonomy, Metric Design, and Emerging Challenges. Herbst, Nikolas; Bauer, André; Kounev, Samuel; Oikonomou, Giorgos; van Eyk, Erwin; Kousiouris, George; Evangelinou, Athanasia; Krebs, Rouven; Brecht, Tim; Abad, Cristina L.; Iosup, Alexandru; in ACM Transactions on Modeling and Performance Evaluation of Computing Systems (ToMPECS) (2018). 3(4) 19:1--19:36. ACM, New York, NY, USA.
       
    • Modeling and Extracting L... - Download
      Modeling and Extracting Load Intensity Profiles. von Kistowski, Jóakim; Herbst, Nikolas; Kounev, Samuel; Groenda, Henning; Stier, Christian; Lehrig, Sebastian; in ACM Transactions on Autonomous and Adaptive Systems (TAAS) (2017). 11(4) 23:1--23:28. ACM, New York, NY, USA.
       
    • Model-Based Self-Aware Pe... - Download
      Model-Based Self-Aware Performance and Resource Management Using the Descartes Modeling Language. Huber, Nikolaus; Brosig, Fabian; Spinner, Simon; Kounev, Samuel; Bähr, Manuel; in IEEE Transactions on Software Engineering (TSE) (2017). 43(5) 432--452. IEEE Computer Society.
       
    • Enabling Fluid Analysis f... - Download
      Enabling Fluid Analysis for Queueing Petri Nets via Model Transformation. Müller, Christoph; Rygielski, Piotr; Spinner, Simon; Kounev, Samuel; in Electronic Notes in Theoretical Computer Science (2016). 327 71--91. Elsevier.
      The 8th International Workshop on Practical Application of Stochastic Modeling, PASM 2016
       
    • A Model-Based Approach to... - Download
      A Model-Based Approach to Designing Self-Aware IT Systems and Infrastructures. Kounev, Samuel; Huber, Nikolaus; Brosig, Fabian; Zhu, Xiaoyun; in IEEE Computer (2016). 49(7) 53-61. IEEE.
       
    • Evaluating Computer Intru... - Download
      Evaluating Computer Intrusion Detection Systems: A Survey of Common Practices. Milenkoski, Aleksandar; Vieira, Marco; Kounev, Samuel; Avritzer, Alberto; Payne, Bryan D.; in ACM Computing Surveys (2015). 48(1) 12:1--12:41. ACM, New York, NY, USA.
      5-year Impact Factor (2014): 5.949
       
    • Quantitative Evaluation o... - Download
      Quantitative Evaluation of Model-Driven Performance Analysis and Simulation of Component-based Architectures. Brosig, Fabian; Meier, Philipp; Becker, Steffen; Koziolek, Anne; Koziolek, Heiko; Kounev, Samuel; in IEEE Transactions on Software Engineering (TSE) (2015). 41(2) 157--175. IEEE.
       
    • Evaluating Approaches to ... - Download
      Evaluating Approaches to Resource Demand Estimation. Spinner, Simon; Casale, Giuliano; Brosig, Fabian; Kounev, Samuel; in Performance Evaluation (2015). 92 51 -- 71. Elsevier B.V.
       
    • Parallel Simulation of Queueing Petri Nets. Walter, Jürgen; Spinner, Simon; Kounev, Samuel; in EAI Endorsed Transactions on Industrial Networks and Intelligent Systems (2015). 16(8) ACM.
       
    • Architecture-Level Softwa... - Download
      Architecture-Level Software Performance Abstractions for Online Performance Prediction. Brosig, Fabian; Huber, Nikolaus; Kounev, Samuel; in Elsevier Science of Computer Programming Journal (SciCo) (2014). Vol. 90, Part B 71--92. Elsevier.
       
    • Modeling Run-Time Adaptat... - Download
      Modeling Run-Time Adaptation at the System Architecture Level in Dynamic Service-Oriented Environments. Huber, Nikolaus; van Hoorn, André; Koziolek, Anne; Brosig, Fabian; Kounev, Samuel; in Service Oriented Computing and Applications Journal (SOCA) (2014). 8(1) 73--89. Springer-Verlag.
       
    • Metrics and Techniques fo... - Download
      Metrics and Techniques for Quantifying Performance Isolation in Cloud Environments. Krebs, Rouven; Momm, Christof; Kounev, Samuel; in Elsevier Science of Computer Programming Journal (SciCo) (2014). Vol. 90, Part B 116--134. Elsevier B.V.
       
    • Self-Adaptive Workload Cl... - Download
      Self-Adaptive Workload Classification and Forecasting for Proactive Resource Provisioning. Herbst, Nikolas Roman; Huber, Nikolaus; Kounev, Samuel; Amrehn, Erich; in Concurrency and Computation - Practice and Experience, John Wiley and Sons, Ltd. (2014). 26(12) 2053--2078.
       
    • Network Virtualization fo... - Download
      Network Virtualization for QoS-Aware Resource Management in Cloud Data Centers: A Survey. Rygielski, Piotr; Kounev, Samuel; in PIK --- Praxis der Informationsverarbeitung und Kommunikation (2013). 36(1) 55--64. de Gruyter.
       
    • Performance modeling and ... - Download
      Performance modeling and analysis of message-oriented event-driven systems. Sachs, Kai; Kounev, Samuel; Buchmann, Alejandro; in Journal of Software and Systems Modeling (2013). 12(4) 705--729. Springer-Verlag.
       
    • Modeling Event-based Comm... - Download
      Modeling Event-based Communication in Component-based Software Architectures for Performance Predictions. Rathfelder, Christoph; Klatt, Benjamin; Sachs, Kai; Kounev, Samuel; in Journal of Software and Systems Modeling (SoSyM) (2013). 1--27. Springer Verlag.
       
    • Modeling of Event-based C... - Download
      Modeling of Event-based Communication in Component-based Architectures: State-of-the-Art and Future Directions. Kounev, Samuel; Rathfelder, Christoph; Klatt, Benjamin; in Electronic Notes in Theoretical Computer Science (ENTCS) (2013). 295 3--9. Elsevier Science Publishers B. V., Amsterdam, The Netherlands.
       
    • Performance evaluation of... - Download
      Performance evaluation of message-oriented middleware using the SPECjms2007 benchmark. Sachs, Kai; Kounev, Samuel; Bacon, Jean; Buchmann, Alejandro; in Performance Evaluation (2009). 66(8) 410--434. Elsevier Science Publishers B. V., Amsterdam, The Netherlands.
       
    • Autonomic QoS control in ... - Download
      Autonomic QoS control in enterprise Grid environments using online simulation. Nou, Ramon; Kounev, Samuel; Julia, Ferran; Torres, Jordi; in Journal of Systems and Software (2009). 82(3) 486--502. Elsevier Science Publishers B. V., Amsterdam, The Netherlands.
       
    • QPME - A Performance Mode... - Download
      QPME - A Performance Modeling Tool Based on Queueing Petri Nets. Kounev, Samuel; Dutz, Christofer; in ACM SIGMETRICS Performance Evaluation Review (PER), Special Issue on Tools for Computer Performance Modeling and Reliability Analysis (2009). 36 46--51. ACM.
       
    • Benchmarking and Performance Modeling of Event-Based Systems. Kounev, Samuel; Sachs, Kai; in it - Information Technology (2009). 51(5) 262--269. Oldenbourg Wissenschaftsverlag, Munich, Germany.
       
    • SimQPN - a tool and metho... - Download
      SimQPN - a tool and methodology for analyzing queueing Petri net models by means of simulation. Kounev, Samuel; Buchmann, Alejandro; in Performance Evaluation (2006). 63(4-5) 364--394. Elsevier Science Publishers B. V., Amsterdam, The Netherlands.
       
    • Performance Modeling and ... - Download
      Performance Modeling and Evaluation of Distributed Component-Based Systems using Queueing Petri Nets. Kounev, Samuel; in IEEE Transactions on Software Engineering (2006). 32(7) 486--502.
       
    • Performance Tuning and Op... - Download
      Performance Tuning and Optimization of J2EE Applications on the JBoss Platform. Kounev, Samuel; Weis, Börn; Buchmann, Alejandro; in Journal of Computer Resource Management (2004). 113 Computer Measurement Group (CMG).
       
    • Distributed Video-Conferencing System Organized for Work on the Internet with the use of Multimedia Server. Nenov, Plamen; Kounev, Samuel; Mihailov, Dimiter; in Journal of Computing and Information (1999).
       

    Chapter (part of a book) [ to top ]

    • Architectural Concepts fo... - Download
      Architectural Concepts for Self-Aware Computing Systems. Giese, Holger; Vogel, Thomas; Diaconescu, Ada; Götz, Sebastian; Kounev, Samuel; in Self-Aware Computing Systems, S. Kounev, Kephart, J. O., Milenkoski, A., Zhu, X. (eds.) (2017). Springer Verlag, Berlin Heidelberg, Germany.
       
    • Reference Scenarios for S... - Download
      Reference Scenarios for Self-Aware Computing. Kephart, Jeffrey O.; Maggio, Martina; Diaconescu, Ada; Giese, Holger; Hoffmann, Henry; Kounev, Samuel; Koziolek, Anne; Lewis, Peter; Robertsson, Anders; Spinner, Simon; in Self-Aware Computing Systems, S. Kounev, Kephart, J. O., Milenkoski, A., Zhu, X. (eds.) (2017). Springer Verlag, Berlin Heidelberg, Germany.
       
    • Benchmarking Intrusion De... - Download
      Benchmarking Intrusion Detection Systems with Adaptive Provisioning of Virtualized Resources. Milenkoski, Aleksandar; Jayaram, K. R.; Kounev, Samuel; in Self-Aware Computing Systems, S. Kounev, Kephart, J. O., Milenkoski, A., Zhu, X. (eds.) (2017). Springer Verlag, Berlin Heidelberg, Germany.
       
    • Software Architectures fo... - Download
      Software Architectures for Self-Protection in IaaS Clouds. Jayaram, K. R.; Milenkoski, Aleksandar; Kounev, Samuel; in Self-Aware Computing Systems, S. Kounev, Kephart, J. O., Milenkoski, A., Zhu, X. (eds.) (2017). Springer Verlag, Berlin Heidelberg, Germany.
       
    • Online Learning of Run-ti... - Download
      Online Learning of Run-time Models for Performance and Resource Management in Data Centers. Walter, Jürgen; Marco, Antinisca Di; Spinner, Simon; Inverardi, Paola; Kounev, Samuel; in Self-Aware Computing Systems, S. Kounev, Kephart, J. O., Milenkoski, A., Zhu, X. (eds.) (2017). Springer Verlag, Berlin Heidelberg, Germany.
       
    • Spacecraft Autonomous Rea... - Download
      Spacecraft Autonomous Reaction Capabilities, Control Approaches and Self-Aware Computing. Schilling, Klaus; Walter, Jürgen; Kounev, Samuel; in Self-Aware Computing Systems, S. Kounev, Kephart, J. O., Milenkoski, A., Zhu, X. (eds.) (2017). Springer Verlag, Berlin Heidelberg, Germany.
       
    • The Notion of Self-Aware ... - Download
      The Notion of Self-Aware Computing. Kounev, Samuel; Lewis, Peter; Bellman, Kirstie; Bencomo, Nelly; Camara, Javier; Diaconescu, Ada; Esterle, Lukas; Geihs, Kurt; Giese, Holger; Götz, Sebastian; Inverardi, Paola; Kephart, Jeffrey; Zisman, Andrea; in Self-Aware Computing Systems, S. Kounev, Kephart, J. O., Milenkoski, A., Zhu, X. (eds.) (2017). Springer Verlag, Berlin Heidelberg, Germany.
       
    • Run-time Models for Onlin... - Download
      Run-time Models for Online Performance and Resource Management in Data Centers. Spinner, Simon; Filieri, Antonio; Kounev, Samuel; Maggio, Martina; Robertsson, Anders; in Self-Aware Computing Systems, S. Kounev, Kephart, J. O., Milenkoski, A., Zhu, X. (eds.) (2017). Springer Verlag, Berlin Heidelberg, Germany.
       
    • Self-Aware Computing Syst... - Download
      Self-Aware Computing Systems: Related Concepts and Research Areas. Cámara, Javier; Bellman, Kirstie; Kephart, Jeffrey; Autili, Marco; Bencomo, Nelly; Diaconescu, Ada; Giese, Holger; Götz, Sebastian; Inverardi, Paola; Kounev, Samuel; Tivoli, Massimo; in Self-Aware Computing Systems, S. Kounev, Kephart, J. O., Milenkoski, A., Zhu, X. (eds.) (2017). Springer Verlag, Berlin Heidelberg, Germany.
       
    • Metrics and Benchmarks fo... - Download
      Metrics and Benchmarks for Self-Aware Computing Systems. Herbst, Nikolas; Becker, Steffen; Kounev, Samuel; Koziolek, Heiko; Maggio, Martina; Milenkoski, Aleksandar; Smirni, Evgenia; in Self-Aware Computing Systems, S. Kounev, Kephart, J. O., Milenkoski, A., Zhu, X. (eds.) (2017). Springer Verlag, Berlin Heidelberg, Germany.
       
    • State of the Art in Archi... - Download
      State of the Art in Architectures for Self-Aware Computing Systems. Giese, Holger; Vogel, Thomas; Diaconescu, Ada; Götz, Sebastian; Bencomo, Nelly; Geihs, Kurt; Kounev, Samuel; Bellman, Kirstie; in Self-Aware Computing Systems, S. Kounev, Kephart, J. O., Milenkoski, A., Zhu, X. (eds.) (2017). Springer Verlag, Berlin Heidelberg, Germany.
       
    • Online Workload Forecasti... - Download
      Online Workload Forecasting. Herbst, Nikolas; Amin, Ayman; Andrzejak, Artur; Grunske, Lars; Kounev, Samuel; Mengshoel, Ole J.; Sundararajan, Priya; in Self-Aware Computing Systems, S. Kounev, Kephart, J. O., Zhu, X., Milenkoski, A. (eds.) (2017). Springer Verlag, Berlin Heidelberg, Germany.
       
    • Experimental Evaluation o... - Download
      Experimental Evaluation of the Performance-Influencing Factors of Virtualized Storage Systems. Noorshams, Qais; Kounev, Samuel; Reussner, Ralf; in Computer Performance Engineering. 9th European Performance Engineering Workshop (EPEW 2012), Munich, Germany, July 30, 2012, and 28th UK Performance Engineering Workshop (UKPEW 2012), Edinburgh, UK, July 2, 2012, Revised Selected Papers, M. Tribastone, Gilmore, S. (eds.) (2013). (Vol. 7587) 63-79. Springer Berlin Heidelberg.
       
    • Using Queuing Models for ... - Download
      Using Queuing Models for Large System Migration Scenarios -- An Industrial Case Study with IBM System z. Vaupel, Robert; Noorshams, Qais; Kounev, Samuel; Reussner, Ralf; in Computer Performance Engineering, Proceedings of the 10th European Performance Engineering Workshop (EPEW 2013), Venice, Italy, M. S. Balsamo, Knottenbelt, W. J., Marin, A. (eds.) (2013). (Vol. 8168) 263-275. Springer Berlin Heidelberg.
       
    • Resilience Benchmarking - Download
      Resilience Benchmarking. Vieira, Marco; Madeira, Henrique; Sachs, Kai; Kounev, Samuel; in Resilience Assessment and Evaluation of Computing Systems, K. Wolter, Avritzer, A., Vieira, M., van Moorsel, A. (eds.) (2012). Springer-Verlag, Berlin, Heidelberg.
      ISBN: 978-3-642-29031-2
       
    • Providing Dependability a... - Download
      Providing Dependability and Performance in the Cloud: Case Studies. Huber, Nikolaus; Brosig, Fabian; Dingle, N.; Joshi, K.; Kounev, Samuel; in Resilience Assessment and Evaluation of Computing Systems, K. Wolter, Avritzer, A., Vieira, M., van Moorsel, A. (eds.) (2012). Springer-Verlag, Berlin, Heidelberg.
      ISBN: 978-3-642-29031-2
       
    • A Method for Experimental... - Download
      A Method for Experimental Analysis and Modeling of Virtualization Performance Overhead. Huber, Nikolaus; von Quast, Marcel; Brosig, Fabian; Hauck, Michael; Kounev, Samuel; in Cloud Computing and Services Science, I. Ivanov, van Sinderen, M., Shishkov, B. (eds.) (2012). 353--370. Springer, New York.
       
    • Model-based Techniques fo... - Download
      Model-based Techniques for Performance Engineering of Business Information Systems. Kounev, Samuel; Huber, Nikolaus; Spinner, Simon; Brosig, Fabian; in Business Modeling and Software Design, B. Shishkov (ed.) (2012). (Vol. 0109) 19--37. Springer-Verlag, Berlin, Heidelberg.
       
    • Providing Dependability a... - Download
      Providing Dependability and Resilience in the Cloud: Challenges and Opportunities. Kounev, Samuel; Reinecke, Philipp; Brosig, Fabian; Bradley, Jeremy T.; Joshi, Kaustubh; Babka, Vlastimil; Stefanek, Anton; Gilmore, Stephen; in Resilience Assessment and Evaluation of Computing Systems, K. Wolter, Avritzer, A., Vieira, M., van Moorsel, A. (eds.) (2012). Springer-Verlag, Berlin, Heidelberg.
      ISBN: 978-3-642-29031-2
       
    • Online prediction: Four c... - Download
      Online prediction: Four case studies. Gilly, Katja; Brosig, Fabian; Nou, Ramon; Kounev, Samuel; Juiz, Carlos; in Resilience Assessment and Evaluation of Computing Systems, K. Wolter, Avritzer, A., Vieira, M., van Moorsel, A. (eds.) (2012). Springer-Verlag, Berlin, Heidelberg.
      ISBN: 978-3-642-29031-2
       
    • Engineering of Next Gener... - Download
      Engineering of Next Generation Self-Aware Software Systems: A Research Roadmap. Kounev, Samuel; in Emerging Research Directions in Computer Science. Contributions from the Young Informatics Faculty in Karlsruhe (2010). KIT Scientific Publishing, Karlsruhe, Germany.
       
    • QPME 2.0 - A Tool for Stochastic Modeling and Analysis Using Queueing Petri Nets. Kounev, Samuel; Spinner, Simon; Meier, Philipp; in From Active Data Management to Event-Based Systems and More, K. Sachs, Petrov, I., Guerrero, P. (eds.) (2010). (Vol. 6462) 293--311. Springer-Verlag, Berlin, Heidelberg.
       
    • Software Performance Eval... - Download
      Software Performance Evaluation. Kounev, Samuel; in Wiley Encyclopedia of Computer Science and Engineering, edited by Benjamin W. Wah (2009). Wiley-Interscience, John Wiley & Sons Inc.
       
    • Petri Net, Theory and App... - Download
      Petri Net, Theory and Application. Kounev, Samuel; Buchmann, Alejandro; V. Kordic (ed.) (2007). Advanced Robotic Systems International, I-Tech Education and Publishing, Vienna, Austria.
       
    • Case Studies of Queueing Networks --- J2EE Applications. Kounev, Samuel; in Queueing Networks and Markov Chains, edited by Gunter Bolch, Stefan Greiner, Hermann de Meer and Kishor Shridharbhai Trivedi (2006). (2ndnd ed.) 733--745. Wiley-Interscience, John Wiley & Sons Inc.
       

    Book or Conference Proceedings [ to top ]

    • Performance Modeling for Quality of Service Prediction in Service-Oriented Systems Rathfelder, Christoph; Klatt, Benjamin; Brosch, Franz; Kounev, Samuel; in Handbook of Research on Service-Oriented Systems and Non-Functional Properties: Future Directions, (S. Reiff-Marganiec; Tilly, M., eds.) (2011). 258--279. IGI Global, Hershey, PA, USA.
       
    • Performance Engineering o... - Download
      Performance Engineering of Distributed Component-Based Systems - Benchmarking, Modeling and Performance Prediction Kounev, Samuel; (2005). Shaker Verlag, Ph.D. Thesis, Technische Universität Darmstadt, Germany.
      Distinguished Dissertation Award
       

    Full Papers


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    Workshop Papers


    Extended Abstracts


    Vision and Position Papers


    Work-in-Progress Papers