piwik-script

Intern
Chair of Computer Science II - Software Engineering

Publications


Books and Edited Volumes

2020[ to top ]
  • {Systems Benchmarking} Kounev, Samuel; Lange, Klaus-Dieter; von Kistowski, Jóakim; (2020). (1st ed.) Springer International Publishing.
2017[ to top ]
  • {Self-Aware Computing Systems} Kounev, Samuel; Kephart, Jeffrey O.; Milenkoski, Aleksandar; Zhu, Xiaoyun; (2017). {Springer Verlag}, {Berlin Heidelberg, Germany}.
2015[ to top ]
  • Proceeding of IEEE International Conference on Autonomic Computing (ICAC2015), Grenoble, France, July 8--10, 2015 Kounev, Samuel; (P. Lalanda; A. Diaconescu; L. Cherkasova; S. Kounev, eds.) (2015). IEEE Computer Society Conference Publishing Services (CPS), Los Alamitos, California.
  • {Model-driven Algorithms and Architectures for Self-Aware Computing Systems} Kounev, Samuel; in Dagstuhl Reports, (S. Kounev; X. Zhu; J. O. Kephart; M. Kwiatkowska; A. M. [Assistant Editor], eds.) (2015). Dagstuhl, Germany.
2013[ to top ]
  • Proceedings of the 2013 International Workshop on Hot Topics in Cloud Services (HotTopiCS 2013) Kounev, Samuel; (S. Kounev; S. Zschaler; K. Sachs, eds.) (2013). ACM.
2011[ to top ]
  • ICPE’11 - 2nd Joint ACM/SPEC International Conference on Performance Engineering, Karlsruhe, Germany, March 14--16, 2011 Kounev, Samuel; (S. Kounev; V. Cortellessa; R. Mirandola; D. J. Lilja, eds.) (2011). ACM, New York, NY, USA.
2008[ to top ]
  • {Performance Evaluation: Metrics, Models and Benchmarks, Proceedings of the 2008 SPEC International Performance Evaluation Workshop (SIPEW 2008), Darmstadt, Germany, June 27-28} Kounev, Samuel; in Lecture Notes in Computer Science (LNCS), (S. Kounev; I. Gorton; K. Sachs, eds.) (2008). (Vol. 5119) Springer, Heidelberg, Germany.
2005[ to top ]
  • Performance Engineering o...
    Performance Engineering of Distributed Component-Based Systems - Benchmarking, Modeling and Performance Prediction Kounev, Samuel; (2005). Shaker Verlag, Ph.D. Thesis, Technische Universit{\"a}t Darmstadt, Germany.
    Distinguished Dissertation Award

Journals and Magazines

2022[ to top ]
  • A Survey on Secure Group Communication Schemes with Focus on IoT Communication. Prantl, Thomas; Zeck, Timo; Bauer, André; Ten, Peter; Prantl, Dominik; Ben Yahya, Ala Eddine; Iffländer, Lukas; Dmitrienko, Alexandra; Krupitzer, Christian; Kounev, Samuel; in IEEE Access (2022). IEEE.
    Accepted but not yet published
  • A case study on the stabi...
    A case study on the stability of performance tests for serverless applications. Eismann, Simon; Costa, Diego; Liao, Lizhi; Bezemer, Cor-Paul; Shang, Weiyi; van Hoorn, André; Kounev, Samuel; in Journal of Systems and Software (JSS) (2022). 189
  • A literature review on op...
    A literature review on optimization techniques for adaptation planning in adaptive systems: State of the art and research directions. Henrichs, Elia; Lesch, Veronika; Straesser, Martin; Kounev, Samuel; Krupitzer, Christian; in Information and Software Technology (2022). 149 106940.
2021[ to top ]
  • A Machine Learning-based Workflow for Automatic Detection of Anomalies in Machine Tools. Züfle, Marwin; Moog, Felix; Lesch, Veronika; Krupitzer, Christian; Kounev, Samuel; in ISA Transactions: The Journal of Automation (2021).
    (in press)
  • SARDE: A Framework for Co...
    SARDE: A Framework for Continuous and Self-Adaptive Resource Demand Estimation. Grohmann, Johannes; Eismann, Simon; Bauer, Andr\’{e}; Spinner, Simon; Blum, Johannes; Herbst, Nikolas; Kounev, Samuel; in ACM Transactions on Autonomous and Adaptive Systems (2021). 15(2) Association for Computing Machinery, New York, NY, USA.
  • A Comparison of Mechanism...
    A Comparison of Mechanisms for Compensating Negative Impacts of System Integration. Lesch, Veronika; Krupitzer, Christian; Stubenrauch, Kevin; Keil, Nico; Becker, Christian; Kounev, Samuel; Segata, Michele; in Future Generation Computer Systems (2021). 116 117–131.
  • An Overview on Approaches...
    An Overview on Approaches for Coordination of Platoons. Lesch, Veronika; Breitbach, Martin; Segata, Michele; Becker, Christian; Kounev, Samuel; Krupitzer, Christian; in IEEE Transactions on Intelligent Transportation Systems (2021).
    Early Access on IEEE Xplore
  • Tackling the Rich Vehicle Routing Problem with Nature-Inspired Algorithms. Lesch, Veronika; König, Maximilian; Kounev, Samuel; Stein, Anthony; Krupitzer, Christian; in Applied Intelligence (2021). 52 9476–9500.
  • People Detection with Depth Silhouettes and Convolutional Neural Networks on a Mobile Robot. Spiess, Florian; Reinhart, Lucas; Strobel, Norbert; Kaiser, Dennis; Kounev, Samuel; Kaupp, Tobias; in Journal of Image and Graphics, (J. of Image; Graphics, eds.) (2021). 9(4) 135–139.
2020[ to top ]
  • Survey and Experimental Comparison of RGB-D Indoor Robot Navigation Methods Supported by ROS and Their Expansion via Fusion with Wheel Odometry and IMU Data. Spiess, Florian; Friesslich, Jonas; Tobias, Kaupp; Kounev, Samuel; Strobel, Norbert; in International Journal of Mechanical Engineering and Robotics Research (IJMERR), (P. R. (Chunhui) Yang, ed.) (2020). 9(12) 1532–1540.
  • 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, Andr{\’e}; Z{\"u}fle, Marwin; Herbst, Nikolas; Zehe, Albin; Hotho, Andreas; Kounev, Samuel; in Proceedings of the IEEE (2020). 108(7) 1068–1093.
  • 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 Multi...
    {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
2019[ to top ]
  • {Modeling of Aggregated I...
    {Modeling of Aggregated IoT Traffic and Its Application to an IoT Cloud}. Metzger, Florian; Ho{\ss}feld, Tobias; Bauer, Andr{\’e}; Kounev, Samuel; Heegaard, Poul. E.; in Proceedings of the IEEE (2019). 107(4) 679–694.
  • Online model learning for...
    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, Pro...
    {Chameleon: A Hybrid, Proactive Auto-Scaling Mechanism on a Level-Playing Field}. Bauer, Andr{\’e}; 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, J{\’o}akim; 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.
2018[ to top ]
  • {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 Perfor...
    {Quantifying Cloud Performance and Dependability: Taxonomy, Metric Design, and Emerging Challenges}. Herbst, Nikolas; Bauer, Andr{\’e}; 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.
2017[ to top ]
  • {Modeling and Extracting ...
    {Modeling and Extracting Load Intensity Profiles}. von Kistowski, J{\’o}akim; 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 P...
    {Model-Based Self-Aware Performance and Resource Management Using the Descartes Modeling Language}. Huber, Nikolaus; Brosig, Fabian; Spinner, Simon; Kounev, Samuel; B{\"a}hr, Manuel; in IEEE Transactions on Software Engineering (TSE) (2017). 43(5) 432–452. IEEE Computer Society.
2016[ to top ]
  • {Enabling Fluid Analysis ...
    {Enabling Fluid Analysis for Queueing Petri Nets via Model Transformation}. M{\"u}ller, 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 t...
    {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.
2015[ to top ]
  • {Evaluating Approaches to...
    {Evaluating Approaches to Resource Demand Estimation}. Spinner, Simon; Casale, Giuliano; Brosig, Fabian; Kounev, Samuel; in Performance Evaluation (2015). 92 51–71. Elsevier B.V.
  • {Evaluating Computer Intr...
    {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 ...
    {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.
  • {Parallel Simulation of Queueing Petri Nets}. Walter, J{\"u}rgen; Spinner, Simon; Kounev, Samuel; in EAI Endorsed Transactions on Industrial Networks and Intelligent Systems (2015). 16(8) ACM.
2014[ to top ]
  • {Self-Adaptive Workload C...
    {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.
  • {Architecture-Level Softw...
    {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 f...
    {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.
  • {Modeling Run-Time Adapta...
    {Modeling Run-Time Adaptation at the System Architecture Level in Dynamic Service-Oriented Environments}. Huber, Nikolaus; van Hoorn, Andr{\’e}; Koziolek, Anne; Brosig, Fabian; Kounev, Samuel; in Service Oriented Computing and Applications Journal (SOCA) (2014). 8(1) 73–89. Springer-Verlag.
2013[ to top ]
  • Performance modeling and ...
    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.
  • {Network Virtualization f...
    {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.
  • Modeling Event-based Comm...
    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 ...
    {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.
2011[ to top ]
  • {Self-Aware Software and ...
    {Self-Aware Software and Systems Engineering: A Vision and Research Roadmap}. Kounev, Samuel; in {GI Softwaretechnik-Trends, 31(4), November 2011, ISSN 0720-8928} (2011). Karlsruhe, Germany.
2009[ to top ]
  • {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.
  • {Performance evaluation o...
    {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...
    {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 Mod...
    {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.
2008[ to top ]
  • {Kaffeekunde - SPECjms misst Message-oriented Middleware}. Kounev, Samuel; Sachs, Kai; (2008).
2006[ to top ]
  • {SimQPN - a tool and meth...
    {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...
    {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.
2004[ to top ]
  • {Performance Tuning and O...
    {Performance Tuning and Optimization of J2EE Applications on the JBoss Platform}. Kounev, Samuel; Weis, B{\"o}rn; Buchmann, Alejandro; in Journal of Computer Resource Management (2004). 113 Computer Measurement Group (CMG).
1999[ to top ]
  • {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).

Conference Full Papers

2022[ to top ]
  • Towards a Cryptography Benchmark: A View on Attribute Based Encryption Schemes. Prantl, Thomas; Zeck, Timo; Iffländer, Lukas; Beierlieb, Lukas; Dmitrenko, Alexandra; Krupitzer, Christian; Kounev, Samuel; in 2022 5th Conference on Cloud and Internet of Things (CIoT) (2022). IEEE.
  • Why Is It Not Solved Yet?...
    Why Is It Not Solved Yet? Challenges for Production-Ready Autoscaling. Straesser, Martin; Grohmann, Johannes; von Kistowski, J\’{o}akim; Eismann, Simon; Bauer, Andr\’{e}; Kounev, Samuel; in Proceedings of the 2022 ACM/SPEC on International Conference on Performance Engineering (2022). 105–115. Association for Computing Machinery, New York, NY, USA.
2021[ to top ]
  • A Simulation-based Optimi...
    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), H. Song, D. Jiang (eds.) (2021). 513–532. Springer International Publishing, Cham.
  • ComBench: A Benchmarking...
    ComBench: A Benchmarking Framework for Publish/Subscribe Communication Protocols Under Network Limitations. Herrnleben, Stefan; Leidinger, Maximilian; Lesch, Veronika; Prantl, Thomas; Grohmann, Johannes; Krupitzer, Christian; Kounev, Samuel; in Performance Evaluation Methodologies and Tools, Q. Zhao, L. Xia (eds.) (2021). 72–92. Springer International Publishing, Cham.
  • Sizeless: Predicting the ...
    Sizeless: Predicting the Optimal Size of Serverless Functions. Eismann, Simon; Bui, Long; Grohmann, Johannes; Abad, Cristina; Herbst, Nikolas; Kounev, Samuel; in Proceedings of the 22nd International MIDDLEWARE Conference (2021). 248–259.
    Best Student Paper Award, ACM Artifacts Evaluated — Functional
  • Machine Learning Model Update Strategies for Hard Disk Drive Failure Prediction. Z{\"u}fle, Marwin; Erhard, Florian; Kounev, Samuel; in 20th IEEE International Conference on Machine Learning and Applications (ICMLA) (2021).
    (to appear)
  • Benchmarking of Pre- and Post-Quantum Group Encryption Schemes with Focus on IoT. Prantl, Thomas; Prantl, Dominik; Bauer, André; Iffländer, Lukas; Dmitrenko, Alexandra; Krupitzer, Christian; Kounev, Samuel; in 2021 IEEE 40th International Performance Computing and Communications Conference (IPCCC) (2021).
  • Performance Evaluation of a Post-Quantum Public-Key Cryptosystem. Prantl, Thomas; Prantl, Dominik; Beierlieb, Lukas; Iffländer, Lukas; Dmitrienko, Alexandra; Krupitzer, Christian; Kounev, Samuel; in 2021 IEEE 40th International Performance Computing and Communications Conference (IPCCC) (2021). IEEE.
  • Towards Situation-Aware M...
    Towards Situation-Aware Meta-Optimization of Adaptation Planning Strategies. Lesch, Veronika; Noack, Tanja; Hefter, Johannes; Kounev, Samuel; Krupitzer, Christian; in Proceedings of the 2nd IEEE International Conference on Autonomic Computing and Self-Organizing Systems - ACSOS 2021 (2021). IEEE.
    Best Paper Award Runner Up, Full Paper Acceptance Ratio: 25%
  • Recommendations for Data-Driven Degradation Estimation with Case Studies from Manufacturing and Dry-Bulk Shipping. Finke, Nils; Mohr, Marisa; Lontke, Alexander; Z{\"u}fle, Marwin; Kounev, Samuel; M{\"o}ller, Ralf; in Research Challenges in Information Science (RCIS) (2021). 189–204. Springer.
  • A Predictive Maintenance ...
    A Predictive Maintenance Methodology: Predicting the Time-to-Failure of Machines in Industry 4.0. Züfle, Marwin; Agne, Joachim; Grohmann, Johannes; Dörtoluk, Ibrahim; Kounev, Samuel; in Proceedings of the 21st IEEE IES International Conference on Industrial Informatics (2021). IEEE.
  • SuanMing: Explainable Pre...
    SuanMing: Explainable Prediction of Performance Degradations in Microservice Applications. Grohmann, Johannes; Straesser, Martin; Chalbani, Avi; Eismann, Simon; Arian, Yair; Herbst, Nikolas; Peretz, Noam; Kounev, Samuel; in Proceedings of the 12th ACM/SPEC International Conference on Performance Engineering (ICPE) (2021). ACM, New York, NY, USA.
    Acceptance Rate: 29%
  • Libra: A Benchmark for Ti...
    Libra: A Benchmark for Time Series Forecasting Methods. Bauer, Andr{\’e}; Z{\"u}fle, Marwin; Eismann, Simon; Grohmann, Johannes; Herbst, Nikolas; Kounev, Samuel; in Proceedings of the 12th ACM/SPEC International Conference on Performance Engineering (ICPE) (2021). ACM, New York, NY, USA.
2020[ to top ]
  • Predicting the Costs of S...
    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). 265–276. Association for Computing Machinery (ACM), New York, NY, USA.
    {Acceptance Rate: 23.4% (15/64)}
  • {To Fail Or Not To Fail: ...
    {To Fail Or Not To Fail: Predicting Hard Disk Drive Failure Time Windows}. Z{\"u}fle, 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). 19–36. Springer, Cham.
  • {Model-based Performance ...
    {Model-based Performance Predictions for SDN-based Networks: A Case Study}. Herrnleben, Stefan; Rygielski, Piotr; Grohmann, Johannes; Eismann, Simon; Hossfeld, Tobias; Kounev, Samuel; in Proceedings of the 20th International GI/ITG Conference on Measurement, Modelling and Evaluation of Computing Systems (2020). Springer, Cham.
  • An IoT Network Emulator f...
    An IoT Network Emulator for Analyzing the Influence of Varying Network Quality. Herrnleben, Stefan; Ailabouni, Rudy; Grohmann, Johannes; Prantl, Thomas; Krupitzer, Christian; Kounev, Samuel; in Proceedings of the 12th EAI International Conference on Simulation Tools and Techniques (SIMUtools) (2020).
  • Evaluating the Performance of a State-of-the-Art Group-oriented Encryption Scheme for Dynamic Groups in an IoT Scenario. Prantl, Thomas; Ten, Peter; Iffländer, Lukas; Dmitrenko, Alexandra; Kounev, Samuel; Krupitzer, Christian; in 2020 IEEE 28th International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS) (2020).
    Acceptance Rate: 27\%
  • Baloo: Measuring and Mode...
    Baloo: Measuring and Modeling the Performance Configurations of Distributed DBMS. Grohmann, Johannes; Seybold, Daniel; Eismann, Simon; Leznik, Mark; Kounev, Samuel; Domaschka, Jörg; in 2020 28th International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS) (2020). 1–8. IEEE.
    Acceptance Rate: 27%
  • Quantifying measurement q...
    Quantifying measurement quality and load distribution in Tor. Greubel, Andre; Pohl, Steffen; Kounev, Samuel; in Proceedings of the 36th Annual Computer Security Applications Conference (ACSAC 2020) (2020).
2019[ to top ]
  • Monitorless: Predicting P...
    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 (ACM), New York, NY, USA.
  • {Detecting Parametric Dep...
    {Detecting Parametric Dependencies for Performance Models Using Feature Selection Techniques}. Grohmann, Johannes; Eismann, Simon; Elflein, Sven; Mazkatli, Manar; von Kistowski, J{\’o}akim; 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)}
  • Online Power Consumption ...
    Online Power Consumption Estimation for Functions in Cloud Applications. Schmitt, Norbert; Iffländer, Lukas; Bauer, André; Kounev, Samuel; in Proceedings of the 16th IEEE International Conference on Autonomic Computing (ICAC) (2019). IEEE.
  • {Autonomic Forecasting Me...
    {Autonomic Forecasting Method Selection: Examination and Ways Ahead}. Z{\"u}fle, Marwin; Bauer, Andr{\’e}; Lesch, Veronika; Krupitzer, Christian; Herbst, Nikolas; Kounev, Samuel; Curtef, Valentin; in Proceedings of the 16th {IEEE} International Conference on Autonomic Computing (ICAC) (2019). IEEE.
  • Chamulteon: Coordinated A...
    Chamulteon: Coordinated Auto-Scaling of Micro-Services. Bauer, Andr{\’e}; Lesch, Veronika; Versluis, Laurens; Ilyushkin, Alexey; Herbst, Nikolas; Kounev, Samuel; in Proceedings of the 39th IEEE International Conference on Distributed Computing Systems (ICDCS) (2019).
  • {Integrating Statistical ...
    {Integrating Statistical Response Time Models in Architectural Performance Models}. Eismann, Simon; Grohmann, Johannes; Walter, J{\"u}rgen; von Kistowski, J{\’o}akim; Kounev, Samuel; in Proceedings of the 2019 IEEE International Conference on Software Architecture (ICSA) (2019). 71–80. IEEE.
    Acceptance Rate: 21,9\% (21/96)
  • {Measuring the Energy Eff...
    {Measuring the Energy Efficiency of Transactional Loads on GPGPU}. von Kistowski, J{\’o}akim; Pais, Johann; Wahl, Tobias; Lange, Klaus-Dieter; Block, Hansfried; Beckett, John; Kounev, Samuel; in Proceedings of the 19th ACM/SPEC International Conference on Performance Engineering (2019). ACM, New York, NY, USA.
    {Best Industry Paper Award}
  • {Predicting Server Power ...
    {Predicting Server Power Consumption from Standard Rating Results}. von Kistowski, J{\’o}akim; Grohmann, Johannes; Schmitt, Norbert; Kounev, Samuel; in Proceedings of the 19th ACM/SPEC International Conference on Performance Engineering (2019). 301–312. Association for Computing Machinery (ACM), New York, NY, USA.
    {Full Paper Acceptance Rate: 18.6\% (13/70)}
2018[ to top ]
  • {TeaStore: A Micro-Servic...
    {TeaStore: A Micro-Service Reference Application for Benchmarking, Modeling and Resource Management Research}. von Kistowski, J{\’o}akim; Eismann, Simon; Schmitt, Norbert; Bauer, Andr{\’e}; 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. IEEE Computer Society.
    {Acceptance Rate: 29.5\% (23/78)}
  • {SmarTor: Smarter Tor wit...
    {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.
  • {Modeling of Parametric D...
    {Modeling of Parametric Dependencies for Performance Prediction of Component-based Software Systems at Run-time}. Eismann, Simon; Walter, J{\"u}rgen; von Kistowski, J{\’o}akim; Kounev, Samuel; in 2018 IEEE International Conference on Software Architecture (ICSA) (2018). 135–144.
    Acceptance Rate: 25,6\% (22/86)
  • {On the Value of Service ...
    {On the Value of Service Demand Estimation for Auto-Scaling}. Bauer, Andr{\’e}; 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). (Vol. 10740) 142–156. Springer, Cham.
  • {FOX: Cost-Awareness for ...
    {FOX: Cost-Awareness for Autonomic Resource Management in Public Clouds}. Lesch, Veronika; Bauer, Andr{\’e}; 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%
2017[ to top ]
  • Performance Assessment of...
    Performance Assessment of Cloud Migrations from Network and Application Point of View. Iffländer, Lukas; Wamser, Florian; Metter, Christopher; Tran-Gia, Phuoc; Kounev, Samuel; in {Proceedings of 9th EAI International Conference on Mobile Networks and Management (MONAMI 2018)} (2017).
  • {Automated and Adaptable ...
    {Automated and Adaptable Decision Support for Software Performance Engineering}. Walter, J{\"u}rgen; van Hoorn, Andre; Kounev, Samuel; in Proceedings of the 11th EAI International Conference on Performance Evaluation Methodologies and Tools (2017).
2016[ to top ]
  • {Automated Extraction of ...
    {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\%}
  • {Modeling and Prediction ...
    {Modeling and Prediction of Software-Defined Networks Performance using Queueing Petri Nets}. Rygielski, Piotr; Seliuchenko, Marian; Kounev, Samuel; in Proceedings of the Ninth International Conference on Simulation Tools and Techniques (SIMUTools 2016) (2016). 66–75.
  • {Variations in CPU Power ...
    {Variations in CPU Power Consumption}. von Kistowski, J{\’o}akim; Block, Hansfried; Beckett, John; Spradling, Cloyce; Lange, Klaus-Dieter; Kounev, Samuel; in Proceedings of the 7th ACM/SPEC International Conference on Performance Engineering (ICPE 2016) (2016). ACM, New York, NY, USA.
  • {Quantifying the Attack D...
    {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\%}
  • {Performance Analysis of ...
    {Performance Analysis of SDN Switches with Hardware and Software Flow Tables}. Rygielski, Piotr; Seliuchenko, Marian; Kounev, Samuel; Klymash, Mykhailo; in Proceedings of the 10th EAI International Conference on Performance Evaluation Methodologies and Tools (ValueTools 2016) (2016).
2015[ to top ]
  • {Flexible Performance Pre...
    {Flexible Performance Prediction of Data Center Networks using Automatically Generated Simulation Models}. Rygielski, Piotr; Kounev, Samuel; Tran-Gia, Phuoc; in Proceedings of the Eighth International Conference on Simulation Tools and Techniques (SIMUTools 2015) (2015). 119–128.
  • {Proactive Memory Scaling...
    {Proactive Memory Scaling of Virtualized Applications}. Spinner, Simon; Herbst, Nikolas; Kounev, Samuel; Zhu, Xiaoyun; Lu, Lei; Uysal, Mustafa; Griffith, Rean; in Proceedings of the 2015 IEEE 8th International Conference on Cloud Computing (IEEE CLOUD 2015) (2015). 277–284. IEEE.
    Acceptance Rate: 15%
  • {Analysis of the Influenc...
    {Analysis of the Influences on Server Power Consumption and Energy Efficiency for CPU-Intensive Workloads}. von Kistowski, J{\’o}akim; Block, Hansfried; Beckett, John; Lange, Klaus-Dieter; Arnold, Jeremy A.; Kounev, Samuel; in Proceedings of the 6th ACM/SPEC International Conference on Performance Engineering (ICPE 2015) (2015). ACM, New York, NY, USA.
    acceptance rate: 27\%
  • {Automated Workload Chara...
    {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\%.
  • {BUNGEE: An Elasticity Be...
    {BUNGEE: An Elasticity Benchmark for Self-Adaptive IaaS Cloud Environments}. Herbst, Nikolas Roman; Kounev, Samuel; Weber, Andreas; Groenda, Henning; in Proceedings of the 10th International Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS 2015) (2015).
    Acceptance rate: 29\%
  • {Modeling and Extracting ...
    {Modeling and Extracting Load Intensity Profiles}. von Kistowski, J{\’o}akim; Herbst, Nikolas Roman; Zoller, Daniel; Kounev, Samuel; Hotho, Andreas; in Proceedings of the 10th International Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS 2015) (2015).
    Acceptance rate: 29\%
  • {Parallel Simulation of Q...
    {Parallel Simulation of Queueing Petri Nets}. Walter, J{\"u}rgen; Spinner, Simon; Kounev, Samuel; in Proceedings of the Eighth EAI International Conference on Simulation Tools and Techniques (SIMUTools 2015) (2015).
  • {Specialized Heuristics f...
    {Specialized Heuristics for the Controller Placement Problem in Large Scale SDN Networks}. Lange, Stanislav; Gebert, Steffen; Spoerhase, Joachim; Rygielski, Piotr; Zinner, Thomas; Kounev, Samuel; Tran-Gia, Phuoc; in 27th International Teletraffic Congress ({ITC 2015}) (2015). 210–218. Ghent, Belgium.
  • {Energy Efficiency of Hie...
    {Energy Efficiency of Hierarchical Server Load Distribution Strategies}. von Kistowski, J{\’o}akim; Beckett, John; Lange, Klaus-Dieter; Block, Hansfried; Arnold, Jeremy A.; Kounev, Samuel; in Proceedings of the IEEE 23nd International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems (MASCOTS 2015) (2015). IEEE.
    Full paper acceptance rate: 19\%
  • {Model-based Autonomic an...
    {Model-based Autonomic and Performance-aware System Adaptation in Heterogeneous Resource Environments: A Case Study}. Huber, Nikolaus; Walter, J{\"u}rgen; B{\"a}hr, Manuel; Kounev, Samuel; in Proceedings of the 2015 IEEE International Conference on Cloud and Autonomic Computing (ICCAC) (2015). IEEE.
  • {Evaluation of Intrusion ...
    {Evaluation of Intrusion Detection Systems in Virtualized Environments Using Attack Injection}. Milenkoski, Aleksandar; Payne, Bryan D.; Antunes, Nuno; Vieira, Marco; Kounev, Samuel; Avritzer, Alberto; Luft, Matthias; in The 18th International Symposium on Research in Attacks, Intrusions, and Defenses (RAID 2015) (2015). {Springer}.
    {Acceptance Rate: 23%.}
2014[ to top ]
  • {Platform-as-a-Service Ar...
    {Platform-as-a-Service Architecture for Performance Isolated Multi-Tenant Applications}. Krebs, Rouven; Loesch, Manuel; Kounev, Samuel; in Proceedings of the 7th IEEE International Conference on Cloud Computing (IEEE Cloud 2014) (2014). IEEE.
  • {Experience Report: An An...
    {Experience Report: An Analysis of Hypercall Handler Vulnerabilities}. Milenkoski, Aleksandar; Payne, Bryan D.; Antunes, Nuno; Vieira, Marco; Kounev, Samuel; in {Proceedings of The 25th IEEE International Symposium on Software Reliability Engineering (ISSRE 2014) --- Research Track} (2014). IEEE Computer Society, {Washington DC, USA}.
    Acceptance Rate: 25\%, Best Paper Award Nomination
  • {Runtime Vertical Scaling...
    {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%
  • {Resource Usage Control I...
    {Resource Usage Control In Multi-Tenant Applications}. Krebs, Rouven; Spinner, Simon; Ahmed, Nadia; Kounev, Samuel; in Proceedings of the 14th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid 2014) (2014). 122–131. IEEE/ACM.
    Acceptance Rate: 19\% (54/283)
  • {Performance Queries for ...
    {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...
    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[ to top ]
  • {Predictive Performance M...
    {Predictive Performance Modeling of Virtualized Storage Systems using Optimized Statistical Regression Techniques}. Noorshams, Qais; Bruhn, Dominik; Kounev, Samuel; Reussner, Ralf; in Proceedings of the ACM/SPEC International Conference on Performance Engineering (ICPE 2013) (2013). 283–294. ACM, New York, NY, USA.
  • {I/O Performance Modeling...
    {I/O Performance Modeling of Virtualized Storage Systems}. Noorshams, Qais; Rostami, Kiana; Kounev, Samuel; T{u}ma, 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\%
  • {Self-Adaptive Workload C...
    {Self-Adaptive Workload Classification and Forecasting for Proactive Resource Provisioning}. Herbst, Nikolas Roman; Huber, Nikolaus; Kounev, Samuel; Amrehn, Erich; in Proceedings of the 4th ACM/SPEC International Conference on Performance Engineering (ICPE 2013) (2013). 187–198. ACM, New York, NY, USA.
2012[ to top ]
  • {Modeling Parameter and C...
    {Modeling Parameter and Context Dependencies in Online Architecture-Level Performance Models}. Brosig, Fabian; Huber, Nikolaus; Kounev, Samuel; in Proceedings of the 15th ACM SIGSOFT International Symposium on Component Based Software Engineering (CBSE 2012), June 26--28, 2012, Bertinoro, Italy (2012).
    Acceptance Rate (Full Paper): 28.5\%.