piwik-script

Intern
Chair of Computer Science II - Software Engineering

Publications


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

Artikel in einem Journal, einer Zeitung oder einem Magazin [ nach oben ]

  • 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).
     
  • 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.
     
  • 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).
    To appear.
     
  • 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.
     
  • 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.
     
  • 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.
     
  • 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.
     
  • 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 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.
     
  • 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.
     
  • 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.
     
  • 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.
     
  • 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.
     
  • 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.
     
  • 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.
     
  • 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.
     
  • 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.
     
  • 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.
     
  • 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.
     
  • 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).
     

Kapitel (Teil eines Buches) [ nach oben ]

  • 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.
     
  • 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.
     
  • 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.
     
  • 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.
     

Buch oder Konferenzband [ nach oben ]

  • 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

[ 2020 ] [ 2019 ] [ 2018 ] [ 2016 ] [ 2015 ] [ 2014 ] [ 2013 ] [ 2012 ] [ 2011 ] [ 2010 ] [ 2009 ] [ 2008 ] [ 2002 ]

2020 [ nach oben ]

  • Baloo: Measuring and Mode... - Download
    Baloo: Measuring and Modeling the Performance Configurations of Distributed DBMS. Grohmann, Johannes; Seybold, Daniel; Eismann, Simon; Leznik, Mark; Kounev, Samuel; Domaschka, Jörg; in 2020 IEEE 28th International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS) (2020).
    Acceptance Rate: 27%
     
  • 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 Simulation-based Optimi... - Download
    A Simulation-based Optimization Framework for Online Adaptation of Networks. Herrnleben, Stefan; Grohmann, Johannes; Rygielski, Pitor; Lesch, Veronika; Krupitzer, Christian; Kounev, Samuel; in Proceedings of the 12th EAI International Conference on Simulation Tools and Techniques (SIMUtools) (2020).
     
  • An IoT Network Emulator f... - Download
    An IoT Network Emulator for Analyzing the Influence of Varying Network Quality. Herrnleben, Stefan; Ailabouni, Rudy; Grohmann, Johannes; Prantl, Thomas; Krupitzer, Samuel; Kounev, Samuel; in Proceedings of the 12th EAI International Conference on Simulation Tools and Techniques (SIMUtools) (2020).
     
  • To Fail Or Not To Fail: P... - Download
    To Fail Or Not To Fail: Predicting Hard Disk Drive Failure Time Windows. Züfle, Marwin; Krupitzer, Christian; Erhard, Florian; Grohmann, Johannes; Kounev, Samuel; in Proceedings of the 20th International GI/ITG Conference on Measurement, Modelling and Evaluation of Computing Systems (2020).
     
  • Predicting the Costs of S... - Download
    Predicting the Costs of Serverless Workflows. Eismann, Simon; Grohmann, Johannes; van Eyk, Erwin; Herbst, Nikolas; Kounev, Samuel; in Proceedings of the 2020 ACM/SPEC International Conference on Performance Engineering (ICPE) (2020).
    Acceptance Rate: 23.4% (15/64)
     

2019 [ nach oben ]

  • Predicting Server Power C... - Download
    Predicting Server Power Consumption from Standard Rating Results. von Kistowski, Jóakim; Grohmann, Johannes; Schmitt, Norbert; Kounev, Samuel; in Proceedings of the 19th ACM/SPEC International Conference on Performance Engineering (2019). ACM, New York, NY, USA.
    Full Paper Acceptance Rate: 18.6% (13/70)
     
  • Integrating Statistical R... - Download
    Integrating Statistical Response Time Models in Architectural Performance Models. Eismann, Simon; Grohmann, Johannes; Walter, Jürgen; von Kistowski, Jóakim; Kounev, Samuel; in Proceedings of the 2019 IEEE International Conference on Software Architecture (ICSA) (2019). 71-80.
    Acceptance Rate: 21,9% (21/96)
     
  • Detecting Parametric Depe... - Download
    Detecting Parametric Dependencies for Performance Models Using Feature Selection Techniques. Grohmann, Johannes; Eismann, Simon; Elflein, Sven; Mazkatli, Manar; von Kistowski, Jóakim; Kounev, Samuel; in 2019 IEEE 27th International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS) (2019). 309-322. IEEE Computer Society.
    Acceptance Rate: 23.8% (29/122)
     
  • Monitorless: Predicting P... - Download
    Monitorless: Predicting Performance Degradation in Cloud Applications with Machine Learning. Grohmann, Johannes; Nicholson, Patrick K.; Iglesias, Jesus Omana; Kounev, Samuel; Lugones, Diego; in Proceedings of the 20th International Middleware Conference (2019). 149--162. Association for Computing Machinery, New York, NY, USA.
     

2018 [ nach oben ]

  • Modeling of Parametric De... - Download
    Modeling of Parametric Dependencies for Performance Prediction of Component-based Software Systems at Run-time. Eismann, Simon; Walter, Jürgen; von Kistowski, Jóakim; Kounev, Samuel; in 2018 IEEE International Conference on Software Architecture (ICSA) (2018). 135-144.
    Acceptance Rate: 25,6% (22/86)
     
  • FOX: Cost-Awareness for A... - Download
    FOX: Cost-Awareness for Autonomic Resource Management in Public Clouds. Lesch, Veronika; Bauer, André; Herbst, Nikolas; Kounev, Samuel; in Proceedings of the 9th ACM/SPEC International Conference on Performance Engineering (ICPE 2018) (2018). ACM, New York, NY, USA.
    Full Paper Acceptance Ratio: 23,7%
     
  • On the Value of Service D... - Download
    On the Value of Service Demand Estimation for Auto-Scaling. Bauer, André; Grohmann, Johannes; Herbst, Nikolas; Kounev, Samuel; in Proceedings of 19th International GI/ITG Conference on Measurement, Modelling and Evaluation of Computing Systems (MMB 2018) (2018). Springer.
     
  • SmarTor: Smarter Tor with... - Download
    SmarTor: Smarter Tor with Smart Contracts: Improving resilience of topology distribution in the Tor network. Greubel, Andre; Dmitrienko, Alexandra; Kounev, Samuel; in Proceedings of the 34th Annual Computer Security Applications Conference (2018). ACM, New York, NY, USA.
     
  • TeaStore: A Micro-Service... - Download
    TeaStore: A Micro-Service Reference Application for Benchmarking, Modeling and Resource Management Research. von Kistowski, Jóakim; Eismann, Simon; Schmitt, Norbert; Bauer, André; Grohmann, Johannes; Kounev, Samuel; in Proceedings of the 26th IEEE International Symposium on the Modelling, Analysis, and Simulation of Computer and Telecommunication Systems (2018). 223--236.
    Acceptance Rate: 29.5% (23/78)
     

2016 [ nach oben ]

  • Quantifying the Attack De... - Download
    Quantifying the Attack Detection Accuracy of Intrusion Detection Systems in Virtualized Environments. Milenkoski, Aleksandar; Jayaram, K. R.; Antunes, Nuno; Vieira, Marco; Kounev, Samuel; in Proceedings of The 27th IEEE International Symposium on Software Reliability Engineering (ISSRE 2016) (2016). IEEE Computer Society, Washington DC, USA.
    Acceptance rate (Full Paper): 45/130 = 34%
     
  • Automated Extraction of N... - Download
    Automated Extraction of Network Traffic Models Suitable for Performance Simulation. Rygielski, Piotr; Simko, Viliam; Sittner, Felix; Aschenbrenner, Doris; Kounev, Samuel; Schilling, Klaus; in Proceedings of the 7th ACM/SPEC International Conference on Performance Engineering (ICPE 2016) (2016). 27--35. ACM.
    Acceptance rate (Full Paper): 19/57 = 33%
     

2015 [ nach oben ]

  • Automated Workload Charac... - Download
    Automated Workload Characterization for I/O Performance Analysis in Virtualized Environments. Busch, Axel; Noorshams, Qais; Kounev, Samuel; Koziolek, Anne; Reussner, Ralf; Amrehn, Erich; in Proceedings of the ACM/SPEC International Conference on Performance Engineering (2015). ACM, New York, NY, USA.
    Acceptance Rate (Full Paper): 15/56 = 27%.
     

2014 [ nach oben ]

  • Runtime Vertical Scaling ... - Download
    Runtime Vertical Scaling of Virtualized Applications via Online Model Estimation. Spinner, Simon; Kounev, Samuel; Zhu, Xiaoyun; Lu, Lei; Uysal, Mustafa; Holler, Anne; Griffith, Rean; in Proceedings of the 2014 IEEE Eighth International Conference on Self-Adaptive and Self-Organizing Systems (SASO) (2014). 157--166. IEEE.
    Acceptance Rate (Full Papers): 26%
     
  • Performance Queries for A... - Download
    Performance Queries for Architecture-Level Performance Models. Gorsler, Fabian; Brosig, Fabian; Kounev, Samuel; in Proceedings of the 5th ACM/SPEC International Conference on Performance Engineering (ICPE 2014) (2014). ACM, New York, NY, USA.
    Acceptance Rate (Full Paper): 14/56 = 25%.
     
  • Enriching Software Archit... - Download
    Enriching Software Architecture Models with Statistical Models for Performance Prediction in Modern Storage Environments. Noorshams, Qais; Reeb, Roland; Rentschler, Andreas; Kounev, Samuel; Reussner, Ralf; in Proceedings of the 17th International ACM Sigsoft Symposium on Component-based Software Engineering (2014). 45--54. ACM, New York, NY, USA.
    Acceptance Rate (Full Paper): 14/62 = 23%.
     

2013 [ nach oben ]

  • I/O Performance Modeling ... - Download
    I/O Performance Modeling of Virtualized Storage Systems. Noorshams, Qais; Rostami, Kiana; Kounev, Samuel; Tuma, Petr; Reussner, Ralf; in Proceedings of the 21st IEEE International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems (MASCOTS 2013) (2013). 121-130.
    Acceptance Rate (Full Paper): 44/163 = 27%
     

2012 [ nach oben ]

  • Metrics and Techniques fo... - Download
    Metrics and Techniques for Quantifying Performance Isolation in Cloud Environments. Krebs, Rouven; Momm, Christof; Kounev, Samuel; in Proceedings of the 8th ACM SIGSOFT International Conference on the Quality of Software Architectures (QoSA 2012), B. Buhnova, Vallecillo, A. (eds.) (2012). 91--100. ACM Press, New York, USA.
    Acceptance Rate (Full Paper): 25.6%