Intern
Chair of Computer Science II - Software Engineering

Publications


Books and Edited Volumes

2023[ to top ]
  • Performance Impact Analysis of Homomorphic Encryption: A Case Study Using Linear Regression as an Example. Prantl, Thomas; Engel, Simon; Horn, Lukas; Kaiser, Dennis; Iffländer, Lukas; Bauer, André; Krupitzer, Christian; Kounev, Samuel; in Information Security Practice and Experience, W. Meng, Z. Yan, V. Piuri (eds.) (2023). 284–298. Springer Nature Singapore, Singapore.
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 Universität Darmstadt, Germany.
    Distinguished Dissertation Award

Journals and Magazines

2024[ to top ]
  • Comprehensive Exploration of Synthetic Data Generation: A Survey. Bauer, André; and Trapp, Simon; and Stenger, Michael; and Leppich, Robert; and Kounev, Samuel; and Leznik, Mark; and Chard, Kyle; and Foster, Ian; in arXiv preprint (2024). 103.
    https://doi.org/10.48550/arXiv.2401.02524
2023[ to top ]
  • Self-Aware Optimization of Adaptation Planning Strategies. Lesch, Veronika; Hadry, Marius; Krupitzer, Christian; Kounev, Samuel; in ACM Transactions on Autonomous and Adaptive Systems (2023). 18(3)
  • MVNOCoreSim: A Digital Twin for Virtualized IoT-centric Mobile Core Networks. Geissler, Stefan; Wamser, Florian; Bauer, Wolfgang; Gebert, Steffen; Kounev, Samuel; Hossfeld, Tobias; in IEEE Internet of Things (2023). 10(15) 13974–13987.
  • Serverless Computing: Wha...
    Serverless Computing: What It Is, and What It Is Not?. Kounev, Samuel; Herbst, Nikolas; Abad, Cristina L.; Iosup, Alexandru; Foster, Ian; Shenoy, Prashant; Rana, Omer; Chien, Andrew A.; in Commun. ACM (2023). 66(9) 80–92. Association for Computing Machinery, New York, NY, USA.
  • Optimizing storage assignment, order picking, and their interaction in mezzanine warehouses. Lesch, Veronika; Müller, Patrick B.M.; Krämer, Moritz; Hadry, Marius; Kounev, Samuel; Krupitzer, Christian; in Applied intelligence (2023). 25.
  • Recommendation of Secure Group Communication Schemes using Multi Objective Optimization. Prantl, Thomas; Bauer, André; Iffländer, Lukas; Krupitzer, Christian; Kounev, Samuel; in International Journal of Information Security (2023).
  • Deep Neural Network Regression for Normalized Digital Surface Model Generation with Sentinel-2 Imagery. Müller, Konstantin; Leppich, Robert; Geiß, Christian; Borst, Vanessa; Pelizari, Patrick Aravena; Kounev, Samuel; in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (2023). 1–14.
  • Telescope: An Automated H...
    Telescope: An Automated Hybrid Forecasting Approach on a Level-Playing Field. Bauer, André; Leznik, Mark; Stenger, Michael; Leppich, Robert; Herbst, Nikolas; Kounev, Samuel; Foster, Ian; (2023).
  • A literature review of Io...
    A literature review of IoT and CPS—What they are, and what they are not. Lesch, Veronika; Züfle, Marwin; Bauer, André; Iffländer, Lukas; Krupitzer, Christian; Kounev, Samuel; in Journal of Systems and Software (2023). 111631. Elsevier.
  • Towards a Cryptography Encyclopedia: A Survey on Attribute-Based Encryption. Prantl, Thomas; Zeck, Timo; Horn, Lukas; Iffländer, Lukas; Bauer, André; Dmitrienko, Alexandra; Krupitzer, Christian; Kounev, Samuel; in Journal of Surveillance, Security and Safety (2023).
  • De Bello Homomorphico: Investigation of the extensibility of the OpenFHE library with basic mathematical functions by means of common approaches using the example of the CKKS cryptosystem. Prantl, Thomas; Horn, Lukas; Engel, Simon; Iffländer, Lukas; Beierlieb, Lukas; Krupitzer, Christian; Bauer, André; Sakarvadia, Mansi; Foster, Ian; Kounev, Samuel; in International Journal of Information Security (2023).
2022[ to top ]
  • 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.
  • CortexVR: Immersive analysis and training of cognitive executive functions of soccer players using virtual reality and machine learning. Krupitzer, Christian; Naber, Jens; Stauffert, Jan-Philipp; Mayer, Jan; Spielmann, Jan; Ehmann, Paul; Boci, Noel; Bürkle, Maurice; Ho, André; Komorek, Clemens; Heinickel, Felix; Kounev, Samuel; Becker, Christian; Latoschik, Marc Erich; in Frontiers in Psychology (2022). 5139. Frontiers.
  • 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 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
2021[ to top ]
  • 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.
  • SARDE: A Framework for Co...
    SARDE: A Framework for Continuous and Self-Adaptive Resource Demand Estimation. Grohmann, Johannes; Eismann, Simon; Bauer, André; 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.
  • A Case Study on Optimization of Warehouses. Lesch, Veronika; Müller, Patrick; Krämer, Moritz; Kounev, Samuel; Krupitzer, Christian; in arXiv preprint arXiv:2112.12058 (2021).
  • 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.
  • 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
  • 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)
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.
  • 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...
    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
  • 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).
  • 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.
2019[ to top ]
  • 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.
  • 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.
  • Modeling of Aggregated Io...
    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.
  • Chameleon: A Hybrid, Proa...
    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.
2018[ to top ]
  • Quantifying Cloud Perform...
    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.
2017[ to top ]
  • Modeling and Extracting L...
    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...
    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.
2016[ to top ]
  • A Model-Based Approach to...
    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.
  • Enabling Fluid Analysis f...
    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
2015[ to top ]
  • Evaluating Computer Intru...
    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...
    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 ...
    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.
2014[ to top ]
  • Self-Adaptive Workload Cl...
    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.
  • Metrics and Techniques fo...
    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.
  • Architecture-Level Softwa...
    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...
    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.
2013[ to top ]
  • Modeling of Event-based C...
    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.
  • 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.
  • Network Virtualization fo...
    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 ...
    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.
2011[ to top ]
  • Self-Aware Software and S...
    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 of...
    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 Mode...
    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 ]
  • 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.
  • SimQPN - a tool and metho...
    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.
2004[ to top ]
  • Performance Tuning and Op...
    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).
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

2023[ to top ]
  • A Systematic Approach for...
    A Systematic Approach for Benchmarking of Container Orchestration Frameworks. Straesser, Martin; Mathiasch, Jonas; Bauer, André; Kounev, Samuel; in Proceedings of the 2023 ACM/SPEC International Conference on Performance Engineering (2023). 187–198. Association for Computing Machinery, New York, NY, USA.
  • Kubernetes-in-the-Loop: E...
    Kubernetes-in-the-Loop: Enriching Microservice Simulation Through Authentic Container Orchestration. Straesser, Martin; Haas, Patrick; Frank, Sebastian; Hakamian, Alireza; Van Hoorn, André; Kounev, Samuel; in Performance Evaluation Methodologies and Tools (2023).
    In print.
  • An Empirical Study of Con...
    An Empirical Study of Container Image Configurations and Their Impact on Start Times. Straesser, Martin; Bauer, André; Leppich, Robert; Herbst, Nikolas; Chard, Kyle; Foster, Ian; Kounev, Samuel; in 2023 IEEE/ACM 23rd International Symposium on Cluster, Cloud and Internet Computing (CCGrid) (2023). 94–105. IEEE.
  • Autoscaler Evaluation and...
    Autoscaler Evaluation and Configuration: A Practitioner’s Guideline. Straesser, Martin; Eismann, Simon; von Kistowski, Jóakim; Bauer, André; Kounev, Samuel; in Proceedings of the 2023 ACM/SPEC International Conference on Performance Engineering (2023). 31–41. Association for Computing Machinery, New York, NY, USA.
2022[ to top ]
  • SCRAPS: Scalable Collective Remote Attestation for Pub-Sub IoT Networks with Untrusted Proxy Verifier Petzi, Lukas; Ben Yahya, Ala Eddine; Dmitrienko, Alexandra; Tsudik, Gene; Prantl, Thomas; Kounev, Samuel; (2022). (Vol. USENIX Security ’22)
    Coming Soon
  • Investigating the Predictability of QoS Metrics in Cellular Networks. Herrnleben, Stefan; Grohmann, Johannes; Lesch, Veronika; Prantl, Thomas; Metzger, Florian; Hoßfeld, Tobias; Kounev, Samuel; in 2022 IEEE/ACM 30th International Symposium on Quality of Service (IWQoS) (2022). 1–10.
  • 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, Jóakim; Eismann, Simon; Bauer, André; 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 ]
  • 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.
  • Recommendations for Data-Driven Degradation Estimation with Case Studies from Manufacturing and Dry-Bulk Shipping. Finke, Nils; Mohr, Marisa; Lontke, Alexander; Züfle, Marwin; Kounev, Samuel; Möller, Ralf; in Research Challenges in Information Science (RCIS) (2021). 189–204. Springer.
  • 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%
  • 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. Züfle, Marwin; Erhard, Florian; Kounev, Samuel; in 20th IEEE International Conference on Machine Learning and Applications (ICMLA) (2021).
    (to appear)
  • Libra: A Benchmark for Ti...
    Libra: A Benchmark for Time Series Forecasting Methods. Bauer, André; Züfle, 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.
  • 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).
  • 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.
  • 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%
  • 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.
  • 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.
  • Towards a Mobile Robot Localization Benchmark with Challenging Sensordata in an Industrial Environment. Spiess, Florian; Friesslich, Jonas; Bluemm, Daniel; Mast, Fabio; Vinokour, Dmitrij; Kounev, Samuel; Kaupp, Tobias; Strobel, Norbert; in 2021 20th International Conference on Advanced Robotics (ICAR) (2021). 857–864.
2020[ to top ]
  • Model-based Performance P...
    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.
  • 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).
  • To Fail Or Not To Fail: P...
    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). 19–36. Springer, Cham.
  • 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%
  • 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)
  • 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%
  • 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).
2019[ to top ]
  • Integrating Statistical R...
    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. IEEE.
    Acceptance Rate: 21,9% (21/96)
  • Predicting Server Power C...
    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). 301–312. Association for Computing Machinery (ACM), New York, NY, USA.
    Full Paper Acceptance Rate: 18.6% (13/70)
  • 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.
  • Measuring the Energy Effi...
    Measuring the Energy Efficiency of Transactional Loads on GPGPU. von Kistowski, Jóakim; 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
  • Autonomic Forecasting Met...
    Autonomic Forecasting Method Selection: Examination and Ways Ahead. Züfle, Marwin; Bauer, André; Lesch, Veronika; Krupitzer, Christian; Herbst, Nikolas; Kounev, Samuel; Curtef, Valentin; in Proceedings of the 16th IEEE International Conference on Autonomic Computing (ICAC) (2019). IEEE.
  • 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.
  • Chamulteon: Coordinated A...
    Chamulteon: Coordinated Auto-Scaling of Micro-Services. Bauer, André; Lesch, Veronika; Versluis, Laurens; Ilyushkin, Alexey; Herbst, Nikolas; Kounev, Samuel; in Proceedings of the 39th IEEE International Conference on Distributed Computing Systems (ICDCS) (2019).
  • Detecting Parametric Depe...
    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)
2018[ to top ]
  • SmarTor: Smarter Tor with...
    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...
    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. IEEE Computer Society.
    Acceptance Rate: 29.5% (23/78)
  • Modeling of Parametric De...
    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...
    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...
    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). (Vol. 10740) 142–156. Springer, Cham.
2017[ to top ]
  • Automated and Adaptable D...
    Automated and Adaptable Decision Support for Software Performance Engineering. Walter, Jürgen; van Hoorn, Andre; Kounev, Samuel; in Proceedings of the 11th EAI International Conference on Performance Evaluation Methodologies and Tools (2017).
  • 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).
2016[ to top ]
  • Automated Extraction of N...
    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%
  • Variations in CPU Power C...
    Variations in CPU Power Consumption. von Kistowski, Jóakim; 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.
  • Modeling and Prediction o...
    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.
  • Performance Analysis of S...
    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).
  • Quantifying the Attack De...
    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%
2015[ to top ]
  • 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%
  • Evaluation of Intrusion D...
    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%.
  • Modeling and Extracting L...
    Modeling and Extracting Load Intensity Profiles. von Kistowski, Jóakim; 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%
  • BUNGEE: An Elasticity Ben...
    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%
  • Automated Workload Charac...
    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%.
  • Parallel Simulation of Qu...
    Parallel Simulation of Queueing Petri Nets. Walter, Jürgen; Spinner, Simon; Kounev, Samuel; in Proceedings of the Eighth EAI International Conference on Simulation Tools and Techniques (SIMUTools 2015) (2015).
  • Flexible Performance Pred...
    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.
  • Specialized Heuristics fo...
    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.
  • Model-based Autonomic and...
    Model-based Autonomic and Performance-aware System Adaptation in Heterogeneous Resource Environments: A Case Study. Huber, Nikolaus; Walter, Jürgen; Bähr, Manuel; Kounev, Samuel; in Proceedings of the 2015 IEEE International Conference on Cloud and Autonomic Computing (ICCAC) (2015). IEEE.
  • Energy Efficiency of Hier...
    Energy Efficiency of Hierarchical Server Load Distribution Strategies. von Kistowski, Jóakim; 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%
  • Analysis of the Influence...
    Analysis of the Influences on Server Power Consumption and Energy Efficiency for CPU-Intensive Workloads. von Kistowski, Jóakim; 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%
2014[ to top ]
  • Performance Queries for A...
    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%.
  • Experience Report: An Ana...
    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%
  • Platform-as-a-Service Arc...
    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.
  • 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%.
  • Resource Usage Control In...
    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)
2013[ to top ]
  • Self-Adaptive Workload Cl...
    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.
  • Predictive Performance Mo...
    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; 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[ to top ]
  • Metrics and Techniques fo...
    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, A. Vallecillo (eds.) (2012). 91–100. ACM Press, New York, USA.
    Acceptance Rate (Full Paper): 25.6%
  • S/T/A: Meta-Modeling Run-...
    S/T/A: Meta-Modeling Run-Time Adaptation in Component-Based System Architectures. Huber, Nikolaus; van Hoorn, André; Koziolek, Anne; Brosig, Fabian; Kounev, Samuel; in Proceedings of the 9th IEEE International Conference on e-Business Engineering (ICEBE 2012) (2012). 70–77. IEEE Computer Society, Los Alamitos, CA, USA.
    Acceptance Rate (Full Paper): 19.7% (26/132)
  • Modeling Dynamic Virtuali...
    Modeling Dynamic Virtualized Resource Landscapes. Huber, Nikolaus; Brosig, Fabian; Kounev, Samuel; in Proceedings of the 8th ACM SIGSOFT International Conference on the Quality of Software Architectures (QoSA 2012) (2012). 81–90. ACM, New York, NY, USA.
    Acceptance Rate (Full Paper): 25.6%
  • Modeling Parameter and Co...
    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%.
2011[ to top ]
  • Capacity Planning for Eve...
    Capacity Planning for Event-based Systems using Automated Performance Predictions. Rathfelder, Christoph; Kounev, Samuel; Evans, David; in 26th IEEE/ACM International Conference On Automated Software Engineering (ASE 2011) (2011). 352–361. IEEE.
    Acceptance Rate (Full Paper): 14.7% (37/252)
  • Automated Extraction of A...
    Automated Extraction of Architecture-Level Performance Models of Distributed Component-Based Systems. Brosig, Fabian; Huber, Nikolaus; Kounev, Samuel; in 26th IEEE/ACM International Conference On Automated Software Engineering (ASE 2011) (2011). Oread, Lawrence, Kansas.
    Acceptance Rate (Full Paper): 14.7% (37/252)
  • Performance Engineering o...
    Performance Engineering of Business Information Systems - Filling the Gap between High-level Business Services and Low-level Performance Models. Kounev, Samuel; in International Symposium on Business Modeling and Software Design (BMSD 2011), Sofia, Bulgaria, July 27--28, 2011 (2011).
  • Integration of event-base...
    Integration of event-based communication in the palladio software quality prediction framework. Klatt, Benjamin; Rathfelder, Christoph; Kounev, Samuel; in Proceedings of the joint ACM SIGSOFT conference -- QoSA and ACM SIGSOFT symposium -- ISARCS on Quality of software architectures -- QoSA and architecting critical systems -- ISARCS (QoSA-ISARCS 2011) (2011). 43–52. ACM, New York, NY, USA.
  • Model-based Self-Adaptive...
    Model-based Self-Adaptive Resource Allocation in Virtualized Environments. Huber, Nikolaus; Brosig, Fabian; Kounev, Samuel; in 6th International Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS 2011) (2011). 90–99. ACM, New York, NY, USA.
    Acceptance Rate (Full Paper): 27% (21/76)
  • Evaluating and Modeling V...
    Evaluating and Modeling Virtualization Performance Overhead for Cloud Environments. Huber, Nikolaus; von Quast, Marcel; Hauck, Michael; Kounev, Samuel; in Proceedings of the 1st International Conference on Cloud Computing and Services Science (CLOSER 2011) (2011). 563–573. SciTePress.
    Acceptance Rate: 18/164 = 10.9%, Best Paper Award
  • Automated Simulation-Base...
    Automated Simulation-Based Capacity Planning for Enterprise Data Fabrics. Kounev, Samuel; Bender, Konstantin; Brosig, Fabian; Huber, Nikolaus; Okamoto, Russell; in 4th International ICST Conference on Simulation Tools and Techniques (SIMUtools 2011), March 21--25, 2011, Barcelona, Spain (2011).
    Acceptance Rate (Full Paper): 29.8% (23/77), ICST Best Paper Award
  • Automated Transformation ...
    Automated Transformation of Component-based Software Architecture Models to Queueing Petri Nets. Meier, Philipp; Kounev, Samuel; Koziolek, Heiko; in 19th IEEE/ACM International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems (MASCOTS 2011), Singapore, July 25--27 (2011).
2010[ to top ]
  • Analysis of the Performan...
    Analysis of the Performance-Influencing Factors of Virtualization Platforms. Huber, Nikolaus; von Quast, Marcel; Brosig, Fabian; Kounev, Samuel; in The 12th International Symposium on Distributed Objects, Middleware, and Applications (DOA 2010) (2010). Springer Verlag, Crete, Greece.
    Acceptance Rate (Full Paper): 33%
  • Stochastic Performance An...
    Stochastic Performance Analysis and Capacity Planning of Publish/Subscribe Systems. Schröter, Arnd; Mühl, Gero; Kounev, Samuel; Parzyjegla, Helge; Richling, Jan; in 4th ACM International Conference on Distributed Event-Based Systems (DEBS 2010), July 12-15, Cambridge, United Kingdom (2010). ACM, New York, USA.
    Acceptance Rate: 25%
2009[ to top ]
  • Stochastic Analysis of Hi...
    Stochastic Analysis of Hierarchical Publish/Subscribe Systems. Mühl, Gero; Schröter, Arnd; Parzyjegla, Helge; Kounev, Samuel; Richling, Jan; in Proceedings of the 15th International European Conference on Parallel and Distributed Computing (Euro-Par 2009), Delft, The Netherlands, August 25-28, 2009. (2009). Springer Verlag.
    Acceptance Rate (Full Paper): 33%
2008[ to top ]
  • A Methodology for Perform...
    A Methodology for Performance Modeling of Distributed Event-Based Systems. Kounev, Samuel; Sachs, Kai; Bacon, Jean; Buchmann, Alejandro; in Proceedings of the 11th IEEE International Symposium on Object Oriented Real-Time Distributed Computing (ISORC 2008), Orlando, Florida, USA, May 5-7, 2008 (2008). 13–22. IEEE Computer Society, Washington, DC, USA.
    Acceptance Rate (Full Paper): 30%, Best-Paper-Award-Nomination
2007[ to top ]
  • Autonomic QoS-Aware Resou...
    Autonomic QoS-Aware Resource Management in Grid Computing using Online Performance Models. Kounev, Samuel; Nou, Ramon; Torres, Jordi; in Proceedings of the Second International Conference on Performance Evaluation Methodologies and Tools (VALUETOOLS 2007), Nantes, France, October 23-25, 2007 (2007). 1–10. ICST, Brussels, Belgium.
2003[ to top ]
  • Performance Modeling and ...
    Performance Modeling and Evaluation of Large-Scale J2EE Applications. Kounev, Samuel; Buchmann, Alejandro; in Proceedings of the 29th International Conference of the Computer Measurement Group on Resource Management and Performance Evaluation of Enterprise Computing Systems (CMG 2003), Dallas, Texas, USA, December 7-12, 2003 (2003). 273–283. Computer Measurement Group (CMG).
    Best-Paper-Award
  • PetStore-WS: Measuring th...
    PetStore-WS: Measuring the Performance Implications of Web Services. Juse, Kai S.; Kounev, Samuel; Buchmann, Alejandro; in Proceedings of the 29th International Conference of the Computer Measurement Group on Resource Management and Performance Evaluation of Enterprise Computing Systems (CMG 2003), Dallas, Texas, USA, December 7-12, 2003 (2003). 113–123. Computer Measurement Group (CMG).
  • Performance Modeling of D...
    Performance Modeling of Distributed E-Business Applications using Queueing Petri Nets. Kounev, Samuel; Buchmann, Alejandro; in Proceedings of the 2003 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS 2003), Austin, Texas, USA, March 6-8, 2003 (2003). 143–155. IEEE Computer Society, Washington, DC, USA.
    Best-Paper-Award
2002[ to top ]
  • Performance Issues in E-B...
    Performance Issues in E-Business Systems. Kounev, Samuel; Buchmann, Alejandro; in Proceedings of the International Conference on Advances in Infrastructure for e-Business, e-Education, e-Science, and e-Medicine on the Internet (SSGRR 2002w), L’Aquila, Italy, January 21-27, 2002 (2002).
  • Improving Data Access of J2EE Applications by Exploiting Asynchronous Messaging and Caching Services. Kounev, Samuel; Buchmann, Alejandro; in Proceedings of the 28th International Conference on Very Large Data Bases (VLDB 2002), Hong Kong, China, August 20--23, 2002 (2002). 574–585. VLDB Endowment, Morgan Kaufmann.
    Acceptance Rate (Full Paper): 14% Best-Paper-Award Nomination
1999[ to top ]
  • The Analysis Phase in the Development of E-Commerce Software Systems. Kounev, Samuel; Nikolov, Kiril; in Proceedings of the Tools Eastern Europe ’99 Conference on Technology of Object Oriented Languages and Systems, Sofia-Blagoevgrad, Bulgaria, June 1-4, 1999 (1999).

Conference Short Papers

2023[ to top ]
  • Searching for the Ground ...
    Searching for the Ground Truth: Assessing the Similarity of Benchmarking Runs. Bauer, André; Straesser, Martin; Leznik, Mark; Beierlieb, Lukas; Hadry, Marius; Hudson, Nathaniel; Chard, Kyle; Kounev, Samuel; Foster, Ian; in Companion of the 2023 ACM/SPEC International Conference on Performance Engineering (2023). 95–99. Association for Computing Machinery, New York, NY, USA.
  • Performance Impact Analysis of Homomorphic Encryption: A Case Study Using Linear Regression as an Example. Prantl, Thomas; Engel, Simon; Horn, Lukas; Kaiser, Dennis; Iffländer, Lukas; Bauer, André; Krupitzer, Christian; Kounev, Samuel; in Information Security Practice and Experience, W. Meng, Z. Yan, V. Piuri (eds.) (2023). 284–298. Springer Nature Singapore, Singapore.
2022[ to top ]
  • Automated Triage of Perfo...
    Automated Triage of Performance Change Points Using Time Series Analysis and Machine Learning. Bauer, André; Straesser, Martin; Beierlieb, Lukas; Meissner, Maximilian; Kounev, Samuel; in Proceedings of the 2022 ACM/SPEC on International Conference on Performance Engineering (2022). ACM.
  • A data-driven Sensor Model for LIDAR Range Measurements used for Mobile Robot Navigation. Spiess, Florian; Strobel, Norbert; Kaupp, Tobias; Kounev, Samuel; in Proceedings of the IEEE IRC 2022 Conference (2022).
  • Same, Same, but Dissimila...
    Same, Same, but Dissimilar: Exploring Measurements for Workload Time-Series Similarity. Leznik, Mark; Grohmann, Johannes; Kliche, Nina; Bauer, André; Seybold, Daniel; Eismann, Simon; Kounev, Samuel; Domaschka, Jörg; in Proceedings of the 2022 ACM/SPEC on International Conference on Performance Engineering (2022). 89–96. Association for Computing Machinery, New York, NY, USA.
2021[ to top ]
  • Towards a Group Encryption Scheme Benchmark: A View on Centralized Schemes with focus on IoT. Prantl, Thomas; Ten, Peter; Iffländer, Lukas; Herrnleben, Stefan; Dmitrenko, Alexandra; Kounev, Samuel; Krupitzer, Christian; in 2021 ACM/SPEC International Conference on Performance Engineering (ICPE) (2021).
  • Performance Impact Analysis of Securing MQTT Using TLS. Prantl, Thomas; Iffländer, Lukas; Herrnleben, Stefan; Engel, Simon; Kounev, Samuel; Krupitzer, Christian; in 2021 ACM/SPEC International Conference on Performance Engineering (ICPE) (2021).
2020[ to top ]
  • A Framework for Time Seri...
    A Framework for Time Series Preprocessing and History-based Forecasting Method Recommendation. Züfle, Marwin; Kounev, Samuel; in Proceedings of the 15th Conference on Computer Science and Information Systems (FedCSIS): Data Mining Competition of the International Symposium on Advanced Artificial Intelligence in Applications (2020).
  • An Automated Forecasting ...
    An Automated Forecasting Framework based on Method Recommendation for Seasonal Time Series. Bauer, André; Züfle, Marwin; Grohmann, Johannes; Schmitt, Norbert; Herbst, Nikolas; Kounev, Samuel; in Proceedings of the ACM/SPEC International Conference on Performance Engineering (2020). 48–55. Association for Computing Machinery (ACM), New York, NY, USA.
  • Telescope: An Automatic F...
    Telescope: An Automatic Feature Extraction and Transformation Approach for Time Series Forecasting on a Level-Playing Field. Bauer, André; Züfle, Marwin; Herbst, Nikolas; Kounev, Samuel; Curtef, Valentin; in Proceedings of the 36th International Conference on Data Engineering (ICDE) (2020).
2019[ to top ]
  • Performance Oriented Dyna...
    Performance Oriented Dynamic Bypassing for Intrusion Detection Systems. Iffländer, Lukas; Stoll, Jonathan; Rawtani, Nishant; Lesch, Veronika; Lange, Klaus-Dieter; Kounev, Samuel; in Proceedings of the 2019 ACM/SPEC International Conference on Performance Engineering (2019). 159–166. ACM, New York, NY, USA.
2018[ to top ]
  • Run-time Prediction of Po...
    Run-time Prediction of Power Consumption for Component Deployments. von Kistowski, Jóakim; Deffner, Maximilian; Kounev, Samuel; in Proceedings of the 15th IEEE International Conference on Autonomic Computing (ICAC 2018) (2018).
2017[ to top ]
  • Emulating the Power Consu...
    Emulating the Power Consumption Behavior of Server Workloads using CPU Performance Counters. Schmitt, Norbert; von Kistowski, Jóakim; Kounev, Samuel; in Proceedings of the 25th IEEE International Symposium on the Modelling, Analysis, and Simulation of Computer and Telecommunication Systems (2017).
    (Short Paper) Acceptance Rate: 26/84 = 31%
  • Self-Tuning Resource Dema...
    Self-Tuning Resource Demand Estimation. Grohmann, Johannes; Herbst, Nikolas; Spinner, Simon; Kounev, Samuel; in Proceedings of the 14th IEEE International Conference on Autonomic Computing (ICAC 2017) (2017). 21–26.
2015[ to top ]
  • Univariate Interpolation-...
    Univariate Interpolation-based Modeling of Power and Performance. von Kistowski, Jóakim; Kounev, Samuel; in Proceedings of the 9th EAI International Conference on Performance Evaluation Methodologies and Tools (VALUETOOLS 2015) (2015).
  • Challenges of Assessing t...
    Challenges of Assessing the Hypercall Interface Robustness. Carvalho, Diogo; Antunes, Nuno; Vieira, Marco; Milenkoski, Aleksandar; Kounev, Samuel; in The 45th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN 2015) (2015). IEEE.
2014[ to top ]
  • Modeling of I/O Performan...
    Modeling of I/O Performance Interference in Virtualized Environments with Queueing Petri Nets. Noorshams, Qais; Rostami, Kiana; Kounev, Samuel; Reussner, Ralf; in Proceedings of the IEEE 22nd International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems (2014).
2013[ to top ]
  • Evaluating Approaches for...
    Evaluating Approaches for Performance Prediction in Virtualized Environments. Brosig, Fabian; Gorsler, Fabian; Huber, Nikolaus; Kounev, Samuel; in Proceedings of the IEEE 21st International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems (MASCOTS 2013) (2013).
  • Elasticity in Cloud Compu...
    Elasticity in Cloud Computing: What it is, and What it is Not. Herbst, Nikolas Roman; Kounev, Samuel; Reussner, Ralf; in Proceedings of the 10th International Conference on Autonomic Computing (ICAC 2013) (2013). USENIX.
    Acceptance Rate (Short Paper): 36.9%
  • Soft Reservations: Uncert...
    Soft Reservations: Uncertainty-Aware Resource Reservations in IaaS Environments. Mohammadi, Seyed Vahid; Kounev, Samuel; Juan-Verdejo, Adriän; Surajbali, Bholanathsingh; in Proceedings of the 3rd International Symposium on Business Modeling and Software Design (BMSD 2013) (2013).
2012[ to top ]
  • Stochastic Modeling and A...
    Stochastic Modeling and Analysis using QPME: Queueing Petri Net Modeling Environment v2.0. Spinner, Simon; Kounev, Samuel; Meier, Philipp; in Proceedings of the 33rd International Conference on Application and Theory of Petri Nets and Concurrency (Petri Nets 2012), S. Haddad, L. Pomello (eds.) (2012). (Vol. 7347) 388–397. Springer-Verlag, Berlin, Heidelberg.
  • Architectural Concerns in...
    Architectural Concerns in Multi-Tenant SaaS Applications. Krebs, Rouven; Momm, Christof; Kounev, Samuel; in Proceedings of the 2nd International Conference on Cloud Computing and Services Science (CLOSER 2012) (2012). SciTePress.
2007[ to top ]
  • Towards a Common API for ...
    Towards a Common API for Publish/Subscribe. Pietzuch, Peter; Eyers, David; Kounev, Samuel; Shand, Brian; in Proceedings of the 2007 Inaugural International Conference on Distributed Event-Based Systems (DEBS 2007), Toronto, Canada, June 20-22, 2007, H.-A. Jacobsen, G. Mühl, M. A. Jaeger (eds.) (2007). (Vol. 233) 152–157. ACM, New York, NY, USA.
2006[ to top ]
  • QPME - Queueing Petri Net...
    QPME - Queueing Petri Net Modeling Environment. Kounev, Samuel; Dutz, Christofer; Buchmann, Alejandro; in Proceedings of the 3rd International Conference on Quantitative Evaluation of SysTems (QEST 2006), Riverside, California, USA, September 11-14, 2006 (2006). 115–116. IEEE Computer Society, Washington, DC, USA.

Workshop Papers

2022[ to top ]
  • Experience and Guidelines for Sorting Algorithm Choices and Their Energy Efficiency. Meissner, Maximilian; Kamthania, Supriya; Rawtani, Nishant; Bucek, James; Lange, Klaus-Dieter; Kounev, Samuel; in Companion of the 2022 ACM/SPEC International Conference on Performance Engineering (2022). ACM, New York, NY, USA.
  • An Experience Report on the Suitability of a Distributed Group Encryption Scheme for an IoT Use Case. Prantl, Thomas; Engel, Simon; Bauer, Andre; Ben Yahya, Ala Eddine; Herrnleben, Stefan; Iffländer, Lukas; Dmitrienko, Alexandra; Kounev, Samuel; in 2022 IEEE 95th Vehicular Technology Conference (VTC2022) (2022). IEEE.
2021[ to top ]
  • Utility-based Vehicle Rou...
    Utility-based Vehicle Routing Integrating User Preferences. Lesch, Veronika; Hadry, Marius; Kounev, Samuel; Krupitzer, Christian; in Proceedings of 3rd International Workshop on Pervasive Computing for Vehicular Systems (PerVehicle), 2021 (2021). IEEE.
  • 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.
2020[ to top ]
  • A Concept for Crowd-sensed Prediction of Mobile Network Connectivity. Herrnleben, Stefan; Zeidler, Bernd; Züfle, Marwin; Krupitzer, Christian; Kounev, Samuel; in GI/ITG Workshop on Machine Learning in the Context of Communication Networks 2020 (2020).
  • SIMPL: Secure IoT Managem...
    SIMPL: Secure IoT Management Platform. Prantl, Thomas; Ben Yahya, Ala Eddine; Dmitrienko, Alexandra; Kounev, Samuel; Lipp, Fabian; Hock, David; Rathfelder, Christoph; Hofherr, Martin; in ITG Workshop on IT Security (ITSec) (2020).
2019[ to top ]
  • Towards Testing the Perfo...
    Towards Testing the Performance Influence of Hypervisor Hypercall Interface Behavior. Beierlieb, Lukas; Iffländer, Lukas; Kounev, Samuel; Milenkoski, Aleksandar; in Proceedings of the 10th Symposium on Software Performance 2019 (SSP’19) (2019).
  • Towards Testing the Softw...
    Towards Testing the Software Aging Behavior of Hypervisor Hypercall Interfaces. Beierlieb, Lukas; Iffländer, Lukas; Milenkoski, Aleksandar; Goncalves, Charles F.; Antunes, Nuno; Kounev, Samuel; in 2019 IEEE International Symposium on Software Reliability Engineering Workshops ({ISSREW}) (2019). IEEE.
  • On Learning Parametric De...
    On Learning Parametric Dependencies from Monitoring Data. Grohmann, Johannes; Eismann, Simon; Kounev, Samuel; in Proceedings of the 10th Symposium on Software Performance 2019 (SSP’19) (2019).
  • Systematic Search for Opt...
    Systematic Search for Optimal Resource Configurations of Distributed Applications. Bauer, André; Eismann, Simon; Grohmann, Johannes; Herbst, Nikolas; Kounev, Samuel; in 2019 IEEE 4th International Workshops on Foundations and Applications of Self* Systems (FAS*W) (2019). 120–125. IEEE Computer Society, Los Alamitos, CA, USA.
  • Towards Adaptive Car-to-C...
    Towards Adaptive Car-to-Cloud Communication. Herrnleben, Stefan; Pfannemüller, Martin; Krupitzer, Christian; Kounev, Samuel; Segata, Michele; Fastnacht, Felix; Nigmann, Magnus; in Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops) (2019). Kyoto, Japan.
  • Utilizing Clustering to O...
    Utilizing Clustering to Optimize Resource Demand Estimation Approaches. Grohmann, Johannes; Eismann, Simon; Bauer, Andre; Zuefle, Marwin; Herbst, Nikolas; Kounev, Samuel; in 2019 IEEE 4th International Workshops on Foundations and Applications of Self* Systems (FAS*W) (2019). 134–139. IEEE.
2018[ to top ]
  • Addressing Shortcomings o...
    Addressing Shortcomings of Existing DDoS Protection Software Using Software-Defined Networking. Iffländer, Lukas; Geißler, Stefan; Walter, Jürgen; Beierlieb, Lukas; Kounev, Samuel; in Proceedings of the 9th Symposium on Software Performance 2018 (SSP’18) (2018).
  • Black-box Learning of Par...
    Black-box Learning of Parametric Dependencies for Performance Models. Ackermann, Vanessa; Grohmann, Johannes; Eismann, Simon; Kounev, Samuel; in Proceedings of 13th International Workshop on Models@run.time (MRT), co-located with ACM/IEEE 21st International Conference on Model Driven Engineering Languages and Systems (MODELS 2018) (2018).
2017[ to top ]
  • Providing Model-Extractio...
    Providing Model-Extraction-as-a-Service for Architectural Performance Models. Walter, Jürgen; Eismann, Simon; Reed, Nikolai; Kounev, Samuel; in Proceedings of the 2017 Symposium on Software Performance (SSP) (2017).
  • Mapping of Service Level ...
    Mapping of Service Level Objectives to Performance Queries. Walter, Jürgen; Okanovic, Dusan; Kounev, Samuel; in Proceedings of the 2017 Workshop on Challenges in Performance Methods for Software Development (WOSP-C’17) co-located with 8th ACM/SPEC International Conference on Performance Engineering (ICPE 2017) (2017). ACM.
  • An Expandable Extraction ...
    An Expandable Extraction Framework for Architectural Performance Models. Walter, Jürgen; Stier, Christian; Koziolek, Heiko; Kounev, Samuel; in Proceedings of the 3rd International Workshop on Quality-Aware DevOps (QUDOS’17) (2017). ACM.
2016[ to top ]
  • A Reference Architecture ...
    A Reference Architecture for Online Performance Model Extraction in Virtualized Environments. Spinner, Simon; Walter, Jürgen; Kounev, Samuel; in Proceedings of the 2016 Workshop on Challenges in Performance Methods for Software Development (WOSP-C’16) co-located with 7th ACM/SPEC International Conference on Performance Engineering (ICPE 2016) (2016).
  • Enabling Fluid Analysis f...
    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
  •  PAVO: A Framework for th...
    PAVO: A Framework for the Visualization of Performance Analyses Results. Walter, Jürgen; König, Maximilian; Eismann, Simon; Kounev, Samuel; in Proceedings of the 2016 Symposium on Software Performance (SSP) (2016).
  • Predicting Power Consumption in Virtualized Environments. von Kistowski, Joakim; Schreck, Marco; Kounev, Samuel; in Computer Performance Engineering: 13th European Workshop, EPEW 2016, Chios, Greece, October 5-7, 2016, Proceedings, D. Fiems, M. Paolieri, N. A. Platis (eds.) (2016). 79–93. Springer International Publishing, Cham.
2015[ to top ]
  • Comparing the Accuracy of...
    Comparing the Accuracy of Resource Demand Measurement and Estimation Techniques. Willnecker, Felix; Dlugi, Markus; Brunnert, Andreas; Spinner, Simon; Kounev, Samuel; Krcmar, Helmut; in Computer Performance Engineering - Proceedings of the 12th European Workshop (EPEW 2015), M. Beltrán, W. Knottenbelt, J. Bradley (eds.) (2015). (Vol. 9272) 115–129. Springer.
2014[ to top ]
  • Automated Modeling of I/O...
    Automated Modeling of I/O Performance and Interference Effects in Virtualized Storage Systems. Noorshams, Qais; Busch, Axel; Rentschler, Andreas; Bruhn, Dominik; Kounev, Samuel; Tuma, Petr; Reussner, Ralf; in 34th IEEE International Conference on Distributed Computing Systems Workshops (ICDCS 2014 Workshops). 4th International Workshop on Data Center Performance, DCPerf ’14 (2014). 88–93.
  • Data Center Network Throu...
    Data Center Network Throughput Analysis using Queueing Petri Nets. Rygielski, Piotr; Kounev, Samuel; in 34th IEEE International Conference on Distributed Computing Systems Workshops (ICDCS 2014 Workshops). 4th International Workshop on Data Center Performance, (DCPerf 2014) (2014). 100–105.
  • Modeling Variations in Lo...
    Modeling Variations in Load Intensity over Time. von Kistowski, Jóakim; Herbst, Nikolas Roman; Kounev, Samuel; in Proceedings of the 3rd International Workshop on Large-Scale Testing (LT 2014), co-located with the 5th ACM/SPEC International Conference on Performance Engineering (ICPE 2014) (2014). 1–4. ACM, New York, NY, USA.
  • Towards a Resource Elasti...
    Towards a Resource Elasticity Benchmark for Cloud Environments. Weber, Andreas; Herbst, Nikolas Roman; Groenda, Henning; Kounev, Samuel; in Proceedings of the 2nd International Workshop on Hot Topics in Cloud Service Scalability (HotTopiCS 2014), co-located with the 5th ACM/SPEC International Conference on Performance Engineering (ICPE 2014) (2014). 5:1–5:8. ACM, New York, NY, USA.
2013[ to top ]
  • Using Queuing Models for ...
    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, W. J. Knottenbelt, A. Marin (eds.) (2013). (Vol. 8168) 263–275. Springer Berlin Heidelberg.
  • RELATE: A Research Training Network on Engineering and Provisioning of Service-Based Cloud Applications. Kounev, Samuel; Rizou, Stamatia; Zschaler, Steffen; Alexakis, Spiros; Bures, Tomas; Jézéquel, Jean-Marc; Kourtesis, Dimitrios; Pantelopoulos, Stelios; in International Workshop on Hot Topics in Cloud Services (HotTopiCS 2013) (2013).
  • Model-Based Throughput Pr...
    Model-Based Throughput Prediction in Data Center Networks. Rygielski, Piotr; Kounev, Samuel; Zschaler, Steffen; in Proceedings of the 2nd IEEE International Workshop on Measurements and Networking (M\&N 2013) (2013). 167–172.
  • Controlling the Palladio ...
    Controlling the Palladio Bench using the Descartes Query Language. Gorsler, Fabian; Brosig, Fabian; Kounev, Samuel; in Proceedings of the Symposium on Software Performance: Joint Kieker/Palladio Days (KPDAYS 2013), S. Becker, W. Hasselbring, A. van Hoorn, R. Reussner (eds.) (2013). 109–118. CEUR-WS.org, Aachen, Germany.
2010[ to top ]
  • Predictive Modelling of P...
    Predictive Modelling of Peer-to-Peer Event-driven Communication in Component-based Systems. Rathfelder, Christoph; Evans, David; Kounev, Samuel; in Proceedings of the 7th European Performance Engineering Workshop (EPEW 2010), A. Aldini, M. Bernardo, L. Bononi, V. Cortellessa (eds.) (2010). (Vol. 6342) 219–235. Springer-Verlag, Berlin, Heidelberg.
  • Engineering of Next Gener...
    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.
  • Emerging Research Directions in Computer Science. Contributions from the Young Informatics Faculty in Karlsruhe Kounev, Samuel; (V. Pankratius; S. Kounev, eds.) (2010). KIT Scientific Publishing, Karlsruhe, Germany.
    ISBN: 978-3-86644-508-6
  • Benchmarking Publish/Subs...
    Benchmarking Publish/Subscribe-based Messaging Systems. Sachs, Kai; Appel, Stefan; Kounev, Samuel; Buchmann, Alejandro; in Proc. of 2nd International Workshop on Benchmarking of Database Management Systems and Data-Oriented Web Technologies (BenchmarX’10)., M. Necasky, E. Pardede (eds.) (2010). (Vol. 6193) Springer.
2009[ to top ]
  • Automated Extraction of P...
    Automated Extraction of Palladio Component Models from Running Enterprise Java Applications. Brosig, Fabian; Kounev, Samuel; Krogmann, Klaus; in Proceedings of the 1st International Workshop on Run-time mOdels for Self-managing Systems and Applications (ROSSA 2009). In conjunction with Fourth International Conference on Performance Evaluation Methodologies and Tools (VALUETOOLS 2009), Pisa, Italy, October 19, 2009. (2009). ACM, New York, NY, USA.
  • Modeling Event-Driven Ser...
    Modeling Event-Driven Service-Oriented Systems using the Palladio Component Model. Rathfelder, Christoph; Kounev, Samuel; in Proceedings of the 1st International Workshop on the Quality of Service-Oriented Software Systems (QUASOSS 2009) (2009). 33–38. ACM, New York, USA.
2007[ to top ]
  • Workload Characterization...
    Workload Characterization of the SPECjms2007 Benchmark. Sachs, Kai; Kounev, Samuel; Bacon, Jean; Buchmann, Alejandro; in Formal Methods and Stochastic Models for Performance Evaluation, Proceedings of the 4th European Performance Engineering Workshop (EPEW 2007), Berlin, Germany, September 27--28, 2007, K. Wolter (ed.) (2007). (Vol. 4748) 228–244. Springer Verlag, Heidelberg, Germany.
  • Building Online Performan...
    Building Online Performance Models of Grid Middleware with Fine-Grained Load-Balancing: A Globus Toolkit Case Study. Nou, Ramon; Kounev, Samuel; Torres, Jordi; in Formal Methods and Stochastic Models for Performance Evaluation, Proceedings of the 4th European Performance Engineering Workshop (EPEW 2007), Berlin, Germany, September 27-28, 2007, K. Wolter (ed.) (2007). 125–140. Springer, Heidelberg, Germany.
  • Designing a Workload Scen...
    Designing a Workload Scenario for Benchmarking Message-Oriented Middleware. Sachs, Kai; Kounev, Samuel; Carter, Marc; Buchmann, Alejandro; in Proceedings of the 2007 SPEC Benchmark Workshop, Austin, Texas, January 21, 2007 (2007). SPEC.
2006[ to top ]
  • J2EE Performance and Scal...
    J2EE Performance and Scalability - From Measuring to Predicting. Kounev, Samuel; in Proceedings of the 2006 SPEC Benchmark Workshop, Austin, Texas, USA (2006).

Vision/Position/Work-in-Progress Papers

2023[ to top ]
  • Challenges and Future Directions in Efficiency Benchmarking (Vision Paper). Meissner, Maximilian; Lange, Klaus-Dieter; Sharma, Sanjay; Arnold, Jeremy; Cragin, Aaron; Galizia, Patrick; Petrich, Mike; Zhang, Bin; Kounev, Samuel; in Companion of the 2023 ACM/SPEC International Conference on Performance Engineering (2023). 51–55. Association for Computing Machinery, New York, NY, USA.
2022[ to top ]
  • FADE: Towards Flexible an...
    FADE: Towards Flexible and Adaptive Distance Estimation Considering Obstacles. Hadry, Marius; Lesch, Veronika; Kounev, Samuel; in Companion of the 13th ACM/SPEC International Conference on Performance Engineering (ICPE 2022) (2022). ACM.
2021[ to top ]
  • Buzzy: Towards Realistic ...
    Buzzy: Towards Realistic DBMS Benchmarking via Tailored, Representative, Synthetic Workloads. Domaschka, Jörg; Eismann, Simon; Leznik, Mark; Grohmann, Johannes; Kounev, Samuel; Seybold, Daniel; in Companion of the ACM/SPEC International Conference on Performance Engineering (2021). (Vol. ICPE ’21) 175–178. Association for Computing Machinery, New York, NY, USA.
2020[ to top ]
  • Energy Efficiency Analysi...
    Energy Efficiency Analysis of Compiler Optimizations on the SPEC CPU 2017 Benchmark Suite. Schmitt, Norbert; Bucek, James; Lange, Klaus-Dieter; Kounev, Samuel; in Proceedings of the 11th ACM/SPEC International Conference on Performance Engineering (ICPE 2020) (2020). ACM, New York, NY, USA.
2018[ to top ]
  • The Vision of Self-Aware ...
    The Vision of Self-Aware Performance Models. Grohmann, Johannes; Eismann, Simon; Kounev, Samuel; in 2018 IEEE International Conference on Software Architecture Companion (ICSA-C) (2018). 60–63.
  • Using Machine Learning fo...
    Using Machine Learning for Recommending Service Demand Estimation Approaches. Grohmann, Johannes; Herbst, Nikolas; Spinner, Simon; Kounev, Samuel; in Proceedings of the 8th International Conference on Cloud Computing and Services Science (CLOSER 2018) (2018). 473–480. SciTePress.
  • The Vision of Self-aware ...
    The Vision of Self-aware Reordering of Security Network Function Chains. Iffländer, Lukas; Walter, Jürgen; Eismann, Simon; Kounev, Samuel; in Proceedings of the 2018 ACM/SPEC International Conference on Performance Engineering (2018). 1–4. ACM, New York, NY, USA.
2017[ to top ]
  • Towards a Scalability and...
    Towards a Scalability and Energy Efficiency Benchmark for VNF. Schmitt, Norbert; von Kistowski, Jóakim; Kounev, Samuel; in Proceedings of the 9th TPC Technology Conference on Performance Engineering and Benchmarking (2017).
  • Predicting Power Consumpt...
    Predicting Power Consumption of High-Memory-Bandwidth Workloads. Schmitt, Norbert; von Kistowski, Jóakim; Kounev, Samuel; in Proceedings of the 8th ACM/SPEC on International Conference on Performance Engineering (2017). 353–356. ACM, New York, NY, USA.
2016[ to top ]
  • Asking ``What?'', Automat...
    Asking ``What?’’, Automating the ``How?’’: The Vision of Declarative Performance Engineering. Walter, Jürgen; van Hoorn, Andre; Koziolek, Heiko; Okanovic, Dusan; Kounev, Samuel; in Proceedings of the 7th ACM/SPEC International Conference on Performance Engineering (ICPE 2016) (2016).
2013[ to top ]
  • Towards Online Performanc...
    Towards Online Performance Model Extraction in Virtualized Environments. Spinner, Simon; Kounev, Samuel; Zhu, Xiaoyun; Uysal, Mustafa; in Proceedings of the 8th Workshop on Models @ Run.time (MRT 2013) co-located with ACM/IEEE 16th International Conference on Model Driven Engineering Languages and Systems (MODELS 2013), N. Bencomo, R. France, S. Götz, B. Rumpe (eds.) (2013). 89–95. CEUR-WS.
  • A Meta-Model for Performa...
    A Meta-Model for Performance Modeling of Dynamic Virtualized Network Infrastructures. Rygielski, Piotr; Zschaler, Steffen; Kounev, Samuel; in Proceedings of the 4th ACM/SPEC International Conference on Performance Engineering (ICPE 2013) (2013). 327–330. ACM, New York, NY, USA.
  • A Generic Approach for Ar...
    A Generic Approach for Architecture-level Performance Modeling and Prediction of Virtualized Storage Systems. Noorshams, Qais; Rentschler, Andreas; Kounev, Samuel; Reussner, Ralf; in Proceedings of the ACM/SPEC International Conference on Performance Engineering (2013). 339–342. ACM, New York, NY, USA.
2010[ to top ]
  • Towards self-aware perfor...
    Towards self-aware performance and resource management in modern service-oriented systems. Kounev, Samuel; Brosig, Fabian; Huber, Nikolaus; Reussner, Ralf; in Proceedings of the 7th IEEE International Conference on Services Computing (SCC 2010), July 5-10, Miami, Florida, USA (2010). IEEE Computer Society.

Poster/Demo Papers, Extended Abstracts

2024[ to top ]
  • Simulating Microservice-b...
    Simulating Microservice-based Architectures for Resilience Assessment Enriched by Authentic Container Orchestration. Frank, Sebastian; Straesser, Martin; Wagner, Lion; Haas, Patrick; Hakamian, Alireza; Kounev, Samuel; Van Hoorn, André; in Software Engineering 2024 (2024). Gesellschaft für Informatik e.V., Bonn.
2023[ to top ]
  • Serverless Computing Revisited: Evolution, State-of-the-Art, and Performance Challenges Kounev, Samuel; (2023).
    Joint Keynote at ICPE 2023 Workshops: LTB 2023 und FastContinuum 2023
  • Power to the Applications...
    Power to the Applications: The Vision of Continuous Decentralized Autoscaling. Straesser, Martin; Geißler, Stefan; Hoßfeld, Tobias; Kounev, Samuel; in 2023 IEEE/ACM 23rd International Symposium on Cluster, Cloud and Internet Computing Workshops (CCGridW) (2023). 281–283. IEEE.
  • Segmentierung und Verlauf...
    Segmentierung und Verlaufskontrolle chronischer Wunden durch künstliche Intelligenz mithilfe einer mobilen App (WUNDERKINT Studie). Borst, Vanessa; Dege, Tassilo; Grän, Franziska; Hamrouni, Sandra; Michel, Daniel; Hager, Valerie; Goebeler, Matthias; Leppich, Robert; Kounev, Samuel; Schmieder, Astrid; in Allergologie. JDDG: Journal der Deutschen Dermatologischen Gesellschaft (2023). (Vol. 21) 28–177. John Wiley & Sons Ltd.
    Poster Abstract (No. P322, pp. 175-176)
2021[ to top ]
  • Towards Splitting Monolithic Workflows into Serverless Functions and Estimating Their Run-Time in the Earth Observation Domain. Kaiser, Dennis; Dovhan, Bohdan; Bauer, André; Kounev, Samuel; in Proceedings of the 12th Symposium on Software Performance (SSP) (2021).
    Extended Abstract
  • Auswirkungen der COVID-19-Pandemie auf Sportlerinnen und Sportler in Deutschland. Zinner, Christoph; Matzka, Manuel; Leppich, Robert; Kounev, Samuel; Holmberg, Hans-Christian; Sperlich, Billy; in 53. asp Jahrestagung (2021).
2018[ to top ]
  • TeaStore: A Micro-Service...
    TeaStore: A Micro-Service Reference Application for Cloud Researchers. Eismann, Simon; v. Kistowski, Jóakim; Grohmann, Johannes; Bauer, André; Schmitt, Norbert; Herbst, Nikolas; Kounev, Samuel; in Proceedings of 2018 IEEE/ACM International Conference on Utility and Cloud Computing Companion (UCC Companion) (2018). 11–12. IEEE.
  • Efficient and Effective R...
    Efficient and Effective Ransomware Detection in Databases. Hagen, Christoph; Dmitrienko, Alexandra; Iffländer, Lukas; Jobst, Michael; Kounev, Samuel; in 34th Annual Computer Security Applications Conference (ACSAC) (2018). ACM.
2017[ to top ]
  • Telescope: A Hybrid Forec...
    Telescope: A Hybrid Forecast Method for Univariate Time Series. Züfle, Marwin; Bauer, André; Herbst, Nikolas; Curtef, Valentin; Kounev, Samuel; in Proceedings of the International work-conference on Time Series (ITISE 2017) (2017).
  • Autopilot: Enabling easy ...
    Autopilot: Enabling easy Benchmarking of Workload Energy Efficiency. von Kistowski, Jóakim; Deffner, Maximilian; Arnold, Jeremy A.; Lange, Klaus-Dieter; Beckett, John; Kounev, Samuel; in Proceedings of the 8th ACM/SPEC International Conference on Performance Engineering (ICPE 2017) (2017). ACM, New York, NY, USA.
    Best Demo Award
  • Model-Based Self-Aware Pe...
    Model-Based Self-Aware Performance and Resource Management Using the Descartes Modeling Language. Kounev, Samuel; Huber, Nikolaus; Brosig, Fabian; Spinner, Simon; Baehr, Manuel; in Jan Jürjens, Kurt Schneider (Hrsg.): Software Engineering 2017 (SE 2017), Fachtagung des GI-Fachbereichs Softwaretechnik, 21.-24. Februar 2017, Hannover, Germany (2017). Gesellschaft für Informatik (GI), Hannover, Germany.
2016[ to top ]
  • The Vision of Declarative Performance Engineering. Walter, Jürgen; van Hoorn, Andre; Koziolek, Heiko; Okanovic, Dusan; Kounev, Samuel; in Proceedings of the 7th ACM/SPEC International Conference on Performance Engineering (ICPE 2016) (2016).
  • Analysis of the Trade-off...
    Analysis of the Trade-offs in Different Modeling Approaches for Performance Prediction of Software Systems. Kounev, Samuel; Brosig, Fabian; Meier, Philipp; Becker, Steffen; Koziolek, Anne; Koziolek, Heiko; Rygielski, Piotr; in Software Engineering 2016 (SE 2016), Fachtagung des GI-Fachbereichs Softwaretechnik, 23.-26. Feb 2016, Vienna, Austria (2016). 47–48. GI, Vienna, Austria.
  • Automated Workload Characterization for I/O Performance Analysis in Virtualized Environments. Busch, Axel; Noorshams, Qais; Kounev, Samuel; Koziolek, Anne; Reussner, Ralf; Amrehn, Erich; in Software Engineering 2016 (SE 2016), Fachtagung des GI-Fachbereichs Softwaretechnik, 23.-26. März 2016, Vienna, Austria (2016). 27–28. GI, Vienna, Austria.
2015[ to top ]
  • Load Testing Elasticity a...
    Load Testing Elasticity and Performance Isolation in Shared Execution Environments. Kounev, Samuel; in Proceedings of the 4th International Workshop on Large-Scale Testing (LT 2015), co-located with the 6th ACM/SPEC International Conference on Performance Engineering (ICPE 2015) (2015). ACM, New York, NY, USA.
  • The Descartes Modeling La...
    The Descartes Modeling Language for Self-Aware Performance and Resource Management. Kounev, Samuel; Brosig, Fabian; Huber, Nikolaus; in Software Engineering 2015, Fachtagung des GI-Fachbereichs Softwaretechnik, 17. - 20. März 2015, Dresden, Deutschland (2015). GI, Bonn, Germany.
  • The Storage Performance A...
    The Storage Performance Analyzer: Measuring, Monitoring, and Modeling of I/O Performance in Virtualized Environments. Noorshams, Qais; Busch, Axel; Kounev, Samuel; Reussner, Ralf; in Proceedings of the 6th ACM/SPEC International Conference on Performance Engineering (2015).
2014[ to top ]
  • Quantitative Evaluation o...
    Quantitative Evaluation of Service Dependability in Shared Execution Environments (Extended Abstract of Keynote Talk). Kounev, Samuel; in Proceedings of the 11th International Conference on Quantitative Evaluation of SysTems (QEST 2014), Florence, Italy (2014).
  • Using and Extending LIMBO...
    Using and Extending LIMBO for the Descriptive Modeling of Arrival Behaviors. von Kistowski, Jóakim; Herbst, Nikolas Roman; Kounev, Samuel; in Proceedings of the Symposium on Software Performance 2014 (2014). 131–140. University of Stuttgart, Faculty of Computer Science, Electrical Engineering, and Information Technology.
    Best Poster Award
  • LIMBO: A Tool For Modelin...
    LIMBO: A Tool For Modeling Variable Load Intensities. von Kistowski, Jóakim; Herbst, Nikolas Roman; Kounev, Samuel; in Proceedings of the 5th ACM/SPEC International Conference on Performance Engineering (ICPE 2014) (2014). 225–226. ACM, New York, NY, USA.
  • LibReDE: A Library for Re...
    LibReDE: A Library for Resource Demand Estimation. Spinner, Simon; Casale, Giuliano; Zhu, Xiaoyun; Kounev, Samuel; in Proceedings of the 5th ACM/SPEC International Conference on Performance Engineering (ICPE 2014) (2014). 227–228. ACM Press, New York, NY, USA.
2013[ to top ]
  • HInjector: Injecting Hype...
    HInjector: Injecting Hypercall Attacks for Evaluating VMI-based Intrusion Detection Systems. Milenkoski, Aleksandar; Payne, Bryan D.; Antunes, Nuno; Vieira, Marco; Kounev, Samuel; in The 2013 Annual Computer Security Applications Conference (ACSAC 2013) (2013). Applied Computer Security Associates (ACSA), Maryland, USA.
2012[ to top ]
  • Towards Benchmarking Intr...
    Towards Benchmarking Intrusion Detection Systems for Virtualized Cloud Environments. Milenkoski, Aleksandar; Kounev, Samuel; in Proceedings of the 7th International Conference for Internet Technology and Secured Transactions (ICITST 2012) (2012). 562–563. IEEE, New York, USA.
2011[ to top ]
  • Self-Aware QoS Management...
    Self-Aware QoS Management in Virtualized Infrastructures. Kounev, Samuel; Brosig, Fabian; Huber, Nikolaus; in 8th International Conference on Autonomic Computing (ICAC 2011) (2011).
  • Engineering of Self-Aware...
    Engineering of Self-Aware IT Systems and Services: State-of-the-Art and Research Challenges. Kounev, Samuel; in Proceedings of the 8th European Performance Engineering Workshop (EPEW’11), Borrowdale, The English Lake District, October 12--13 (2011).
    (Extended Abstract of Keynote Talk)
2010[ to top ]
  • Towards Middleware-Aware ...
    Towards Middleware-Aware Integration of Event-based Communication into the Palladio Component Model. Rathfelder, Christoph; Klatt, Benjamin; Kounev, Samuel; Evans, David; in Proceedings of the Fourth ACM International Conference on Distributed Event-Based Systems (DEBS 2010) (2010). 97–98. ACM, New York, NY, USA.
2009[ to top ]
  • Benchmarking of Message-O...
    Benchmarking of Message-Oriented Middleware. Sachs, Kai; Kounev, Samuel; Appel, Stefan; Buchmann, Alejandro; in Proceedings of the 3rd ACM International Conference on Distributed Event-Based Systems (DEBS-2009), Nashville, TN, USA, July 6-9, 2009 (2009). ACM, New York, NY, USA.
  • Model-Based Performance P...
    Model-Based Performance Prediction for Event-Driven Systems. Rathfelder, Christoph; Kounev, Samuel; in Proceedings of the Third ACM International Conference on Distributed Event-Based Systems (DEBS 2009) (2009). 33:1–33:2. ACM, New York, NY, USA.
  • A Performance Test Harnes...
    A Performance Test Harness For Publish/Subscribe Middleware. Sachs, Kai; Kounev, Samuel; Appel, Stefan; Buchmann, Alejandro; in SIGMETRICS/Performance 2009 International Conference, Seattle, WA, USA, June 15--19, 2009 (2009).

Tutorials

2019[ to top ]
  • Best Practices for Time S...
    Best Practices for Time Series Forecasting. Bauer, André; Züfle, Marwin; Herbst, Nikolas; Kounev, Samuel; in 2019 IEEE 4th International Workshops on Foundations and Applications of Self* Systems (FAS*W) (2019).
2018[ to top ]
  • Tools for Declarative Per...
    Tools for Declarative Performance Engineering. Walter, Jürgen; Eismann, Simon; Grohmann, Johannes; Okanovic, Dusan; Kounev, Samuel; in Companion of the 2018 ACM/SPEC International Conference on Performance Engineering (2018). 53–56. Association for Computing Machinery (ACM), New York, NY, USA.
2017[ to top ]
  • Design and Evaluation of ...
    Design and Evaluation of a Proactive, Application-Aware Auto-Scaler. Bauer, André; Herbst, Nikolas; Kounev, Samuel; in Proceedings of the 8th ACM/SPEC International Conference on Performance Engineering (ICPE 2017) (2017).
2012[ to top ]
  • Introduction to Queueing ...
    Introduction to Queueing Petri Nets: Modeling Formalism, Tool Support and Case Studies (Tutorial Paper). Kounev, Samuel; Spinner, Simon; Meier, Philipp; in Proceedings of the 3rd ACM/SPEC International Conference on Performance Engineering (ICPE 2012), Boston, USA, 22-25 April 2012 (2012). 9–18. ACM, New York, NY, USA.

Book Chapters

2020[ to top ]
  • Elasticity of Cloud Platforms. Herbst, Nikolas; Bauer, André; Kounev, Samuel; in Systems Benchmarking: For Scientists and Engineers, S. Kounev, K.-D. Lange, J. von Kistowski (eds.) (2020). 319–340. Springer.
2017[ to top ]
  • Metrics and Benchmarks fo...
    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, J. O. Kephart, A. Milenkoski, X. Zhu (eds.) (2017). Springer Verlag, Berlin Heidelberg, Germany.
  • Spacecraft Autonomous Rea...
    Spacecraft Autonomous Reaction Capabilities, Control Approaches and Self-Aware Computing. Schilling, Klaus; Walter, Jürgen; Kounev, Samuel; in Self-Aware Computing Systems, S. Kounev, J. O. Kephart, A. Milenkoski, X. Zhu (eds.) (2017). Springer Verlag, Berlin Heidelberg, Germany.
  • Online Learning of Run-ti...
    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, J. O. Kephart, A. Milenkoski, X. Zhu (eds.) (2017). Springer Verlag, Berlin Heidelberg, Germany.
  • Run-time Models for Onlin...
    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, J. O. Kephart, A. Milenkoski, X. Zhu (eds.) (2017). Springer Verlag, Berlin Heidelberg, Germany.
  • Online Workload Forecasti...
    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, J. O. Kephart, X. Zhu, A. Milenkoski (eds.) (2017). Springer Verlag, Berlin Heidelberg, Germany.
  • Architectural Concepts fo...
    Architectural Concepts for Self-Aware Computing Systems. Giese, Holger; Vogel, Thomas; Diaconescu, Ada; Götz, Sebastian; Kounev, Samuel; in Self-Aware Computing Systems, S. Kounev, J. O. Kephart, A. Milenkoski, X. Zhu (eds.) (2017). Springer Verlag, Berlin Heidelberg, Germany.
  • Reference Scenarios for S...
    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, J. O. Kephart, A. Milenkoski, X. Zhu (eds.) (2017). Springer Verlag, Berlin Heidelberg, Germany.
  • Benchmarking Intrusion De...
    Benchmarking Intrusion Detection Systems with Adaptive Provisioning of Virtualized Resources. Milenkoski, Aleksandar; Jayaram, K. R.; Kounev, Samuel; in Self-Aware Computing Systems, S. Kounev, J. O. Kephart, A. Milenkoski, X. Zhu (eds.) (2017). Springer Verlag, Berlin Heidelberg, Germany.
  • Self-Aware Computing Syst...
    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, J. O. Kephart, A. Milenkoski, X. Zhu (eds.) (2017). Springer Verlag, Berlin Heidelberg, Germany.
  • State of the Art in Archi...
    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, J. O. Kephart, A. Milenkoski, X. Zhu (eds.) (2017). Springer Verlag, Berlin Heidelberg, Germany.
  • Software Architectures fo...
    Software Architectures for Self-Protection in IaaS Clouds. Jayaram, K. R.; Milenkoski, Aleksandar; Kounev, Samuel; in Self-Aware Computing Systems, S. Kounev, J. O. Kephart, A. Milenkoski, X. Zhu (eds.) (2017). Springer Verlag, Berlin Heidelberg, Germany.
  • The Notion of Self-Aware ...
    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, J. O. Kephart, A. Milenkoski, X. Zhu (eds.) (2017). Springer Verlag, Berlin Heidelberg, Germany.
2012[ to top ]
  • Model-based Techniques fo...
    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.
  • Online prediction: Four c...
    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, A. Avritzer, M. Vieira, A. van Moorsel (eds.) (2012). Springer-Verlag, Berlin, Heidelberg.
    ISBN: 978-3-642-29031-2
  • A Method for Experimental...
    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, M. van Sinderen, B. Shishkov (eds.) (2012). 353–370. Springer, New York.
  • Providing Dependability a...
    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, A. Avritzer, M. Vieira, A. van Moorsel (eds.) (2012). Springer-Verlag, Berlin, Heidelberg.
    ISBN: 978-3-642-29031-2
  • Providing Dependability a...
    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, A. Avritzer, M. Vieira, A. van Moorsel (eds.) (2012). Springer-Verlag, Berlin, Heidelberg.
    ISBN: 978-3-642-29031-2
  • Resilience Benchmarking
    Resilience Benchmarking. Vieira, Marco; Madeira, Henrique; Sachs, Kai; Kounev, Samuel; in Resilience Assessment and Evaluation of Computing Systems, K. Wolter, A. Avritzer, M. Vieira, A. van Moorsel (eds.) (2012). Springer-Verlag, Berlin, Heidelberg.
    ISBN: 978-3-642-29031-2
2011[ 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; M. Tilly, eds.) (2011). 258–279. IGI Global, Hershey, PA, USA.
2010[ to top ]
  • Challenges and Opportunities of Cloud Computing -- Trade-off Decisions in Cloud Computing Architecture. (2010-19), Hauck, Michael; Huber, Matthias; Klems, Markus; Kounev, Samuel; Müller-Quade, Jörn; Pretschner, Alexander; Reussner, Ralf; Tai, Stefan; (2010). Karlsruhe Institue of Technology, Faculty of Informatics.
  • 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, I. Petrov, P. Guerrero (eds.) (2010). (Vol. 6462) 293–311. Springer-Verlag, Berlin, Heidelberg.
2009[ to top ]
  • Software Performance Eval...
    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.
2007[ to top ]
  • Petri Net, Theory and App...
    Petri Net, Theory and Application. Kounev, Samuel; Buchmann, Alejandro; V. Kordic (ed.) (2007). Advanced Robotic Systems International, I-Tech Education and Publishing, Vienna, Austria.
2006[ to top ]
  • 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.

Technical Reports

2021[ to top ]
  • A Case Study of Vehicle R...
    A Case Study of Vehicle Route Optimization Lesch, Veronika; König, Maximilian; Kounev, Samuel; Stein, Anthony; Krupitzer, Christian; (2021). Universität Würzburg and PASS Logistics Solutions AG and Universität Hohenheim.
  • A Case Study on Optimizat...
    A Case Study on Optimization of Warehouses Lesch, Veronika; Müller, Patrick B.M.; Krämer, Moritz; Kounev, Samuel; Krupitzer, Christian; (2021).
  • A Case Study on Optimizat...
    A Case Study on Optimization of Platooning Coordination Lesch, Veronika; Hadry, Marius; Kounev, Samuel; Krupitzer, Christian; (2021). Universität Würzburg and Universität Hohenheim.
2020[ to top ]
  • A Survey on Predictive Ma...
    A Survey on Predictive Maintenance for Industry 4.0 Krupitzer, Christian; Wagenhals, Tim; Züfle, Marwin; Lesch, Veronika; Schäfer, Dominik; Mozaffarin, Amin; Edinger, Janick; Becker, Christian; Kounev, Samuel; (2020). Universität Würzburg and University of Mannheim and Syntax Systems GmbH and MOZYS Engineering GmbH.
  • A Survey on Human Machine...
    A Survey on Human Machine Interaction in Industry 4.0 Krupitzer, Christian; Müller, Sebastian; Lesch, Veronika; Züfle, Marwin; Edinger, Janick; Lemken, Alexander; Schäfer, Dominik; Kounev, Samuel; Becker, Christian; (2020). Universität Würzburg and University of Mannheim and ioxp GmbH and Syntax Systems GmbH.
2019[ to top ]
  • Hands Off my Database: Ra...
    Hands Off my Database: Ransomware Detection in Databases through Dynamic Analysis of Query Sequences Iffländer, Lukas; Dmitrienko, Alexandra; Hagen, Christoph; Jobst, Michael; Kounev, Samuel; (2019). Universität Würzburg.
2016[ to top ]
  • Ready for Rain? A View from SPEC Research on the Future of Cloud Metrics. (SPEC-RG-2016-01), Herbst, Nikolas; Krebs, Rouven; Oikonomou, Giorgos; Kousiouris, George; Evangelinou, Athanasia; Iosup, Alexandru; Kounev, Samuel; (2016). SPEC Research Group --- Cloud Working Group, Standard Performance Evaluation Corporation (SPEC).
2014[ to top ]
  • The Descartes Modeling Language Kounev, Samuel; Brosig, Fabian; Huber, Nikolaus; (2014). Department of Computer Science, University of Wuerzburg.
  • Descartes Network Infrast...
    Descartes Network Infrastructures (DNI) Manual: Meta-models, Transformations, Examples Rygielski, Piotr; Kounev, Samuel; (2014). Chair of Software Engineering, University of Würzburg, Am Hubland, 97074 Würzburg.
  • Technical Information on Vulnerabilities of Hypercall Handlers Milenkoski, Aleksandar; Vieira, Marco; Payne, Bryan D.; Antunes, Nuno; Kounev, Samuel; (2014). SPEC Research Group - IDS Benchmarking Working Group, Standard Performance Evaluation Corporation (SPEC), 7001 Heritage Village Plaza Suite 225, Gainesville, VA 20155, USA.
2013[ to top ]
  • Cloud Usage Patterns: A F...
    Cloud Usage Patterns: A Formalism for Description of Cloud Usage Scenarios Milenkoski, Aleksandar; Iosup, Alexandru; Kounev, Samuel; Sachs, Kai; Rygielski, Piotr; Ding, Jason; Cirne, Walfredo; Rosenberg, Florian; (2013). SPEC Research Group - Cloud Working Group, Standard Performance Evaluation Corporation (SPEC), 7001 Heritage Village Plaza Suite 225, Gainesville, VA 20155, USA.
  • On Benchmarking Intrusion Detection Systems in Virtualized Environments Milenkoski, Aleksandar; Kounev, Samuel; Avritzer, Alberto; Antunes, Nuno; Vieira, Marco; (2013). SPEC Research Group - IDS Benchmarking Working Group, Standard Performance Evaluation Corporation (SPEC), 7001 Heritage Village Plaza Suite 225, Gainesville, VA 20155, USA.
2011[ to top ]
  • QPME 2.0 User’s Guide Kounev, Samuel; Spinner, Simon; Walter, Jürgen; (2011). Karlsruhe Institute of Technology, Am Fasanengarten 5, 76131 Karlsruhe, Germany.
2007[ to top ]
  • Preliminary Analysis of Globus Toolkit 4 to Create Prediction Models. (UPC-DAC-RR-2007-37), Nou, Ramon; Kounev, Samuel; (2007). Computer Architecture Department, Technical University of Catalonia (UPC), Spain.
  • Using QPN models for QoS Control in Grid Middleware. (UPC-DAC-RR-CAP-2007-4), Kounev, Samuel; Nou, Ramon; Torres, Jordi; (2007). Computer Architecture Department, Technical University of Catalonia (UPC), Spain.
  • QPME 1.0 User's Guide
    QPME 1.0 User’s Guide Kounev, Samuel; Dutz, Christofer; (2007). Technische Universität Darmstadt, Darmstadt, Germany.
2006[ to top ]
  • Message Types and Interfaces Between Components in SPECjms. (DVS06-3), Sachs, Kai; Kounev, Samuel; (2006). SPEC OSG Java Subcommittee.
  • Workload Scenario for SPECjms - Supermarket Supply Chain. (DVS06-2), Sachs, Kai; Kounev, Samuel; (2006). SPEC OSG Java Subcommittee.
2003[ to top ]
  • Messaging Architecture and Asynchronous Interactions in SPECjAppServer. (TUD03-1), Kounev, Samuel; (2003). SPEC OSG Java Subcommittee.
2001[ to top ]
  • Eliminating ECperf Persis...
    Eliminating ECperf Persistence Bottlenecks when using RDBMS with Pessimistic Concurrency Control Kounev, Samuel; (2001). ECperf Expert Group at Sun Microsystems Inc.
  • A Capacity Planning Metho...
    A Capacity Planning Methodology for Distributed E-Commerce Applications Kounev, Samuel; (2001). Technische Universität Darmstadt, Germany.
  • Performance Prediction, S...
    Performance Prediction, Sizing and Capacity Planning for Distributed E-Commerce Applications Kounev, Samuel; (2001). Technische Universität Darmstadt, Germany.

Theses

2005[ to top ]
  • Performance Engineering o...
    Performance Engineering of Distributed Component-Based Systems - Benchmarking, Modeling and Performance Prediction. Kounev, Samuel; (2005, December). Technische Universität Darmstadt, Germany.
    Distinguished Dissertation Award

Web

2016[ to top ]
  • The Descartes Modeling Language for Self-Aware Performance and Resource Management. Kounev, Samuel; (Z. M. (Jack) Jiang, ed.) (2016, April).
    IEEE Software Blog
2009[ to top ]
  • Using WebLogic Diagnostics Framework to Enable Performance Prediction for Java EE Applications. Brosig, Fabian; Kounev, Samuel; Paclat, Charles; (2009, September).
2008[ to top ]
  • SPECjms2007: A Novel Benchmark and Performance Analysis Framework for Message-Oriented Middleware. Kounev, Samuel; Sachs, Kai; (2008, March).
  • QPME (Queueing Petri net Modeling Environment) Homepage. Kounev, Samuel; (2008).
2005[ to top ]
  • SPECjAppServer2004 - The New Way to Evaluate J2EE Performance. Kounev, Samuel; (2005, September).

Miscellaneous

2023[ to top ]
  • SPEC Research Group Newsl...
    SPEC Research Group Newsletter, Issue 12. Kounev, Samuel; van Hoorn, Andre; Straesser, Martin; Bauer, André; (2023, April).
    Published by Standard Performance Evaluation Corporation (SPEC)
2022[ to top ]
  • SPEC Research Group Newsl...
    SPEC Research Group Newsletter, Issue 11. Kounev, Samuel; van Hoorn, Andre; Straesser, Martin; Bauer, André; (2022, April).
    Published by Standard Performance Evaluation Corporation (SPEC)
2021[ to top ]
  • SPEC Research Group Newsl...
    SPEC Research Group Newsletter, vol. 3 no. 2. Kounev, Samuel; van Hoorn, Andre; Bauer, André; (2021, April).
    Published by Standard Performance Evaluation Corporation (SPEC)
2020[ to top ]
  • SPEC Research Group Newsl...
    SPEC Research Group Newsletter, vol. 3 no. 1. Kounev, Samuel; van Hoorn, Andre; Bauer, André; Herbst, Nikolas; (2020, April).
    Published by Standard Performance Evaluation Corporation (SPEC)
2019[ to top ]
  • SPEC Research Group Newsl...
    SPEC Research Group Newsletter, vol. 2 no. 4. Kounev, Samuel; van Hoorn, Andre; Bauer, André; Herbst, Nikolas; (2019, April).
    Published by Standard Performance Evaluation Corporation (SPEC)
2018[ to top ]
  • SPEC Research Group Newsl...
    SPEC Research Group Newsletter, vol. 2 no. 3. Kounev, Samuel; van Hoorn, Andre; Herbst, Nikolas; Bauer, André; (2018, April).
    Published by Standard Performance Evaluation Corporation (SPEC)
2017[ to top ]
  • SPEC Research Group Newsl...
    SPEC Research Group Newsletter, vol. 2 no. 2. Kounev, Samuel; van Hoorn, Andre; Rygielski, Piotr; Herbst, Nikolas; Bauer, André; (2017, April).
    Published by Standard Performance Evaluation Corporation (SPEC)
2016[ to top ]
  • SPEC Research Group Newsl...
    SPEC Research Group Newsletter, vol. 2 no. 1. Kounev, Samuel; van Hoorn, Andre; Rygielski, Piotr; (2016, March).
    Published by Standard Performance Evaluation Corporation (SPEC)
2015[ to top ]
  • Proactive Memory Scaling of Virtualized Applications. Spinner, Simon; Zhu, Xiaoyun; Lu, Lei; Uysal, Mustafa; Griffith, Rean; Herbst, Nikolas; Kounev, Samuel; in VMware R&D Innovation Offsite (RADIO) (2015).
  • SPEC Research Group Newsl...
    SPEC Research Group Newsletter, vol. 1 no. 4. Kounev, Samuel; Sachs, Kai; Rygielski, Piotr; (2015, January).
    Published by Standard Performance Evaluation Corporation (SPEC)
2014[ to top ]
  • Model-Based Runtime Performance Management for Virtualized Applications. Spinner, Simon; Kounev, Samuel; Zhu, Xiaoyun; Lu, Lei; Uysal, Mustafa; Holler, Anne; Griffith, Rean; Padala, Pradeep; in VMware R&D Innovation Offsite (RADIO) (2014).
  • SPEC Research Group Newsl...
    SPEC Research Group Newsletter, vol. 1 no. 3. Kounev, Samuel; Sachs, Kai; Rygielski, Piotr; (2014, March).
    Published by Standard Performance Evaluation Corporation (SPEC)
2013[ to top ]
  • Multi-Tenancy Performance...
    Multi-Tenancy Performance Benchmark for Web Application Platforms. Krebs, Rouven; Wert, Alexander; Kounev, Samuel; in Proceedings of the 13th International Conference on Web Engineering (ICWE 2013) (2013). Springer-Verlag.
  • SPEC Research Group Newsl...
    SPEC Research Group Newsletter, vol. 1 no. 2. Kounev, Samuel; Sachs, Kai; Rygielski, Piotr; (2013, June).
    Published by Standard Performance Evaluation Corporation (SPEC)
2012[ to top ]
  • SPEC Research Group Newsl...
    SPEC Research Group Newsletter, vol. 1 no. 1. Kounev, Samuel; Sachs, Kai; Rygielski, Piotr; (2012, September).
    Published by Standard Performance Evaluation Corporation (SPEC)

Talks

2023[ to top ]
  • Erdbeobachtung der Walddynamik und Biodiversität in Echtzeit. Kounev, Samuel; (2023, June).
    https://www.sueddeutsche.de/muenchen/landkreismuenchen/garching-leibniz-rechenzentrum-deutsches-zentrum-fuer-luft-und-raumfahrt-erdbeobachtungsdaten-terrabyte-1.5933991
  • Serverless Computing Revisited: Evolution, State-of-the-Art, and Performance Challenges Kounev, Samuel; (2023).
    Joint Keynote at ICPE 2023 Workshops: LTB 2023 und FastContinuum 2023
  • Towards Simulation-Driven...
    Towards Simulation-Driven Optimization of Container Orchestration Mechanisms Dittus, Timo; Straesser, Martin; Kounev, Samuel; (2023).
  • Generating Microservice A...
    Generating Microservice Applications for Performance Benchmarking Lubas, Yannik; Straesser, Martin; Kounev, Samuel; (2023).
2021[ to top ]
  • The Science of Systems Benchmarking Kounev, Samuel; (2021).
  • Systems Benchmarking Kounev, Samuel; (2021).
  • A New Course on Systems Benchmarking-For Scientists and Engineers Kounev, Samuel; (2021). 127–127.
2019[ to top ]
  • From the Internet-of-Things to the Internet-of-Thinking-Things. Kounev, Samuel; (2019, July).
  • Der Weg vom Internet-der-Dinge zum Internet-der-denkenden-Dinge. Kounev, Samuel; (2019, June). Würzburz, Germany.
2018[ to top ]
  • Modern time-series forecasting as enabler of proactive systems management. Kounev, Samuel; (2018, June). Amsterdam, The Netherlands.
  • Self-Aware Computing: From Vision to Reality. Kounev, Samuel; (2018, May). Kiew, Ukraine.
  • Towards Self-Aware DEVOPS: From Theory to Practice. Kounev, Samuel; (2018, March). Potsdam, Germany.
2017[ to top ]
  • Model-Based Self-Aware Pe...
    Model-Based Self-Aware Performance and Resource Management Using the Descartes Modeling Language. Kounev, Samuel; (2017, February). Hannover, Germany.
  • Self-Aware Performance an...
    Self-Aware Performance and Resource Management in Shared IT Infrastructures. Kounev, Samuel; (2017, January).
  • The Self-Aware Data Cente...
    The Self-Aware Data Center: From Vision to Reality. Kounev, Samuel; (2017, July). Darmstadt, Germany.
  • Software Architectures fo...
    Software Architectures for Self-Aware Computing Systems. Kounev, Samuel; (2017, June). Leipzig, Germany.
  • Stochastic Models for Sel...
    Stochastic Models for Self-Aware Computing in Data Centers. Kounev, Samuel; (2017, July).
  • Automating the Build Pipe...
    Automating the Build Pipeline for Docker Container. Reed, Nikolai; Walter, Jürgen; Kounev, Samuel; (2017, November).
2016[ to top ]
  • Benchmarking Dependabilit...
    Benchmarking Dependability of Virtual and Cloud Environments. Kounev, Samuel; (2016, May).
  • Analysis of the Trade-off...
    Analysis of the Trade-offs in Different Modeling Approaches for Performance Prediction of Software Systems. Kounev, Samuel; (2016, February). Vienna, Austria.
  • Model-Based Approach to D...
    Model-Based Approach to Designing Self-Aware IT Systems and Infrastructures. Kounev, Samuel; (2016, January).
  • DECLARE: Declarative Perf...
    DECLARE: Declarative Performance Engineering. van Hoorn, André; Kounev, Samuel; Okanovi’c}}, Dusan; Walter, Jürgen; (2016, January). Hannover, Germany.
2015[ to top ]
  • The SPEC Research Group -...
    The SPEC Research Group - Status Quo. Kounev, Samuel; (2015, February).
  • The Descartes Modeling La...
    The Descartes Modeling Language and Tool Chain. Kounev, Samuel; (2015, January).
  • Software Engineering for ...
    Software Engineering for Self-Aware Computing. Kounev, Samuel; (2015, January).
  • Load Testing Elasticity and Performance Isolation in Shared Execution Environments. Kounev, Samuel; (2015, February).
  • Engineering & Provisionin...
    Engineering & Provisioning of Cloud Applications - Research and Entrepreneurship. Kounev, Samuel; (2015, February).
  • Software Engineering Research at the University of Würzburg. Kounev, Samuel; (2015, June).
  • The Descartes Modeling La...
    The Descartes Modeling Language for Self-Aware Performance and Resource Management. Kounev, Samuel; (2015, March).
  • Self-Aware Performance and Resource Management in Shared IT Infrastructures. Kounev, Samuel; (2015, May).
  • Industrie 4.1: So wird die Produktion wirklich smart!. Kounev, Samuel; (2015, November).
  • Ingenieurmässige Entwicklung verlässlicher und effizienter Software-Systeme. Kounev, Samuel; (2015, July).
  • How elastic is your cloud? From metrics to benchmarks. Kounev, Samuel; (2015, May).
2014[ to top ]
  • The Descartes Modeling La...
    The Descartes Modeling Language: Status Quo. Kounev, Samuel; (2014, November).
  • Parallel Simulation of Qu...
    Parallel Simulation of Queueing Petri Nets. Walter, Jürgen; Spinner, Simon; Kounev, Samuel; (2014, November).
  • Quantitative Evaluation o...
    Quantitative Evaluation of Service Dependability in Shared Execution Environments. Kounev, Samuel; (2014, September).
  • Ingenieurmässige Entwicklung verlässlicher und effizienter Software-Systeme. Kounev, Samuel; (2014, May).
2013[ to top ]
  • Ingenieurmässige Entwicklung verlässlicher und effizienter Software-Systeme. Kounev, Samuel; (2013, March).
  • ERC Starting Grant Finalist. Kounev, Samuel; (2013).
  • Online workload forecasting and performance prediction for elastic capacity management in cloud environments. Kounev, Samuel; (2013, July).
  • The Descartes Meta-Model (DMM) - An Architecture-level Modeling Language for Online Quality-of-Service and Resource Management. Kounev, Samuel; (2013, March).
  • RELATE: A Research Training Network on Engineering and Provisioning of Service-Based Cloud Applications. Kounev, Samuel; (2013, April).
  • Online model-based perfor...
    Online model-based performance and resource management in virtualized application environments. Kounev, Samuel; (2013, July).
2012[ to top ]
  • The Descartes Meta-Model for Online QoS and Resource Management. Kounev, Samuel; (2012, May).
  • Modeling of Event-based Communication in Component-based Architectures: State-of-the-Art and Future Directions. Kounev, Samuel; (2012, March).
  • Industry Trends and Research Challenges in Cloud Computing. Kounev, Samuel; (2012, March).
  • Model-based Self-Adaptive Resource Management in Virtualized Environments. Kounev, Samuel; (2012, April).
  • Introduction to Queueing Petri Nets: Modeling Formalism, Tool Support and Case Studies. Kounev, Samuel; (2012, April).
  • Design-Time vs. Run-Time ...
    Design-Time vs. Run-Time Models for Quality-of-Service Prediction. Kounev, Samuel; (2012, December).
  • Engineering of Self-Aware Software Systems -- An Online Model-based Approach. Kounev, Samuel; (2012, May).
  • Cloud Computing Challenges and Opportunities for Service Providers. Kounev, Samuel; (2012, May).
  • Introduction to the Desca...
    Introduction to the Descartes Meta-Model (DMM). Kounev, Samuel; (2012, June).
  • Engineering of Dependable and Efficient Self-Aware Complex Systems. Kounev, Samuel; (2012, July).
  • Ingenieurmässige Entwicklung verlässlicher und effizienter Software-Systeme. Kounev, Samuel; (2012, November).
2011[ to top ]
  • Automatic Performance Model Extraction for Run-Time Capacity Management. Kounev, Samuel; (2011, January).
  • Self-Aware Software and Systems Engineering: A Vision and Research Roadmap. Kounev, Samuel; (2011, February).
  • Descartes Research Group at KIT: Towards Engineering of Self-Aware Software Systems. Kounev, Samuel; (2011, April).
  • Engineering of Self-Aware IT Systems and Services: State-of-the-Art and Research Challenges. Kounev, Samuel; (2011, October).
  • Model-based Self-Adaptive Resource Management in Virtualized Environments. Kounev, Samuel; (2011, June).
  • Engineering of Self-Aware IT Systems and Services. Kounev, Samuel; (2011, November).
  • Descartes Research Group at KIT: Engineering of Self-Aware IT Systems and Services. Kounev, Samuel; (2011, November).
  • From Offline to Online Component Models for Run-Time Resource Management. Kounev, Samuel; (2011, November).
2010[ to top ]
  • Engineering of Next Generation Self-Aware Software Systems: A Research Roadmap. Kounev, Samuel; (2010, July).
  • Towards Self-Aware Depend...
    Towards Self-Aware Dependability Management in Virtualized Service Infrastructures. Kounev, Samuel; (2010, July).
  • Performance Management in the Cloud. Kounev, Samuel; (2010, July).
2009[ to top ]
  • Keynote: SOA2 - Eine Vision für die nächste Generation dienstorienterter Software-Architekturen. Kounev, Samuel; (2009, February).
  • SOA2 - A Vision of Next Generation Service-Oriented Architectures. Kounev, Samuel; (2009, April).
  • Performance-Engineering-Research an der Universität Karlsruhe. Kounev, Samuel; (2009, May).
  • Using WebLogic Diagnostics Framework to Enable Performance Prediction for Java EE Applications. Kounev, Samuel; (2009, September).
  • Automated Model-based Capacity Planning for Java EE applications. Kounev, Samuel; (2009, December).
2008[ to top ]
  • Descartes Projekt - Autonomes Performanz-und Ressourcen-Management in dynamischen, dienstorientierten Umgebungen. Kounev, Samuel; (2008, September).
  • QoS-aware resource alloca...
    QoS-aware resource allocation and load-balancing in enterprise Grids using online simulation. Kounev, Samuel; (2008, August).
  • Towards Autonomic QoS Management in Event-based and Service-Oriented Environments. Kounev, Samuel; (2008, March).
  • Autonomic QoS control in enterprise Grid environments using online simulation. Kounev, Samuel; (2008, February).
  • Performance Prediction us...
    Performance Prediction using QPN Models: From Capacity Planning to Online Performance Management. Kounev, Samuel; (2008, January).
2007[ to top ]
  • An Approach to Performance Modeling and Analysis of Distributed Event-Based Systems. Kounev, Samuel; (2007, March).
  • Performance Modeling and ...
    Performance Modeling and Evaluation of Distributed Component Systems using Queueing Petri Nets. Kounev, Samuel; (2007, May).
  • SPEC Enterprise Java Benc...
    SPEC Enterprise Java Benchmarks: State of the Art and Future Directions. Kounev, Samuel; (2007, June).
  • SPECjms2007 - A Novel Benchmark and Performance Analysis Framework for Message-Oriented Middleware. Kounev, Samuel; (2007, October).
2006[ to top ]
  • A Practical Approach for Predicting the Performance and Scalability of Distributed Component Systems. Kounev, Samuel; (2006, April).
  • Performance Modeling and Evaluation of Event-based Systems. Kounev, Samuel; (2006, March).
2005[ to top ]
  • Performance Engineering of Distributed Component Systems - From Benchmarking to Modeling and Performance Prediction. Kounev, Samuel; (2005, April).
  • E-Business Performance and Scalability - From Measuring to Predicting. Kounev, Samuel; (2005, January).
2003[ to top ]
  • Performance Modeling of D...
    Performance Modeling of Distributed E-Business Applications using Queueing Petri Nets. Kounev, Samuel; (2003, June).
2002[ to top ]
  • J2EE PERFORMANCE: From Be...
    J2EE PERFORMANCE: From Benchmarking to Sizing and Capacity Planning. Kounev, Samuel; (2002, May).
2001[ to top ]
  • Implementing and Optimizi...
    Implementing and Optimizing Sun’s ECperf Benchmark with BEA WebLogic Server. Kounev, Samuel; (2001, November).
1999[ to top ]
  • Electronic Store: MALL200...
    Electronic Store: MALL2000 - Mall for Online Business beyond the Year 2000. Kounev, Samuel; (1999, November).