Deutsch Intern
    Chair of Computer Science II - Software Engineering

    Publications of Chair of Software Engineering

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    2017

    [37] Marwin Züfle, André Bauer, Nikolas Herbst, Valentin Curtef, and Samuel Kounev. Telescope: A Hybrid Forecast Method for Univariate Time Series (Extended Abstract Paper). In Proceedings of the International work-conference on Time Series (ITISE 2017), Granada, Spain, September 2017. [ bib | abstract | pdf ]
    [36] Norbert Schmitt, Jóakim von Kistowski, and Samuel Kounev. Emulating the Power Consumption Behavior of Server Workloads using CPU Performance Counters. In Proceedings of the 25th IEEE International Symposium on the Modelling, Analysis, and Simulation of Computer and Telecommunication Systems, Banff, Canada, September 2017, MASCOTS '17. Acceptance Rate: 26/84 = 31%. [ bib | abstract ]
    [35] Norbert Schmitt, Jóakim von Kistowski, and Samuel Kounev. Towards a Scalability and Energy Efficiency Benchmark for VNF (Vision Paper). In Proceedings of the 9th TPC Technology Conference on Performance Engineering and Benchmarking, Munich, Germany, August 2017, TPCTC '17. [ bib | abstract ]
    [34] Simon Spinner. Self-Aware Resource Management in Virtualized Data Centers. PhD thesis, University of Würzburg, Germany, July 2017. [ bib | http ]
    [33] Johannes Grohmann, Nikolas Herbst, Simon Spinner, and Samuel Kounev. Self-Tuning Resource Demand Estimation (Short Paper). In Proceedings of the 14th IEEE International Conference on Autonomic Computing (ICAC 2017), Columbus, OH, July 17--21, 2017. [ bib | pdf | slides | DOI ]
    [32] Gunnar Brataas, Nikolas Herbst, Simon Ivansek, and Jure Polutnik. Scalability Analysis of Cloud Software Services (Workshop Paper). In Companion Proceedings of the 14th IEEE International Conference on Autonomic Computing (ICAC 2017), Self Organizing Self Managing Clouds Workshop (SOSeMC 2017), Columbus, Ohio, July 17, 2017. IEEE. July 2017. [ bib | pdf | slides | DOI ]
    [31] Jürgen Walter, Christian Stier, Heiko Koziolek, and Samuel Kounev. An Expandable Extraction Framework for Architectural Performance Models. In Proceedings of the 3rd International Workshop on Quality-Aware DevOps (QUDOS'17), l'Aquila, Italy, April 2017. ACM. April 2017. [ bib | abstract | pdf | slides ]
    [30] Jürgen Walter, Dusan Okanovic, and Samuel Kounev. Mapping of Service Level Objectives to Performance Queries. 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), l'Aquila, Italy, April 2017. ACM. April 2017. [ bib | abstract | pdf | slides ]
    [29] Samuel Kounev, Andre van Hoorn, Piotr Rygielski, Nikolas Herbst, and André Bauer. SPEC Research Group Newsletter, vol. 2 no. 2, April 2017. Published by Standard Performance Evaluation Corporation (SPEC). [ bib | pdf | http ]
    [28] Jóakim von Kistowski, Maximilian Deffner, Jeremy A. Arnold, Klaus-Dieter Lange, John Beckett, and Samuel Kounev. Autopilot: Enabling easy Benchmarking of Workload Energy Efficiency (Demonstration Paper). In Proceedings of the 8th ACM/SPEC International Conference on Performance Engineering (ICPE 2017), L'Aquila, Italy, April 2017. ACM, New York, NY, USA. April 2017, Best Demo Award. [ bib | abstract | pdf | DOI | http ]
    [27] Alexey Ilyushkin, Ahmed Ali-Eldin, Nikolas Herbst, Alessandro V. Papadopoulos, Bogdan Ghit, Dick Epema, and Alexandru Iosup. An Experimental Performance Evaluation of Autoscaling Policies for Complex Workflows. In Proceedings of the 8th ACM/SPEC International Conference on Performance Engineering (ICPE 2017), l'Aquila, Italy, April 22--26, 2017. ACM, New York, NY, USA. April 2017, Best Paper Candidate (1/4). [ bib | abstract | pdf | DOI ]
    [26] Johannes Grohmann, Simon Eismann, Jürgen Walter, and Samuel Kounev. Descartes Modeling Language - Quick Start Guide. University of Würzburg, Am Hubland, Informatikgebäude, 97074 Würzburg, Germany, April 2017. [ bib | pdf ]
    [25] André Bauer, Nikolas Herbst, and Samuel Kounev. Design and Evaluation of a Proactive, Application-Aware Auto-Scaler (Tutorial Paper). In Proceedings of the 8th ACM/SPEC International Conference on Performance Engineering (ICPE 2017), L'Aquila, Italy, April 22, 2017. [ bib | abstract | pdf | slides | DOI ]
    [24] Piotr Rygielski. Flexible Modeling of Data Center Networks for Capacity Management. PhD thesis, University of Würzburg, Germany, March 2017. [ bib | http ]
    [23] Jóakim von Kistowski, Klaus-Dieter Lange, Jeremy A. Arnold, Hansfried Block, Greg Darnell, John Beckett, and Mike Tricker. The SERT Metric and the Impact of Server Configuration. Technical report, Standard Performance Evaluation Corporation (SPEC), 7001 Heritage Village Plaza, Suite 225, Gainesville, VA 20155, USA, March 2017. [ bib | abstract | http ]
    [22] Simon Eismann. Solving Explicit Dependencies for Architectural Performance Models. Master Thesis, University of Würzburg, Am Hubland, Informatikgebäude, 97074 Würzburg, Germany, March 2017. [ bib | pdf | slides ]
    [21] Samuel Kounev, Nikolaus Huber, Fabian Brosig, Simon Spinner, and Manuel Baehr. Model-Based Self-Aware Performance and Resource Management Using the Descartes Modeling Language (Talk Extended Abstract). In Jan Jürjens, Kurt Schneider (Hrsg.): Software Engineering 2017 (SE 2017), Fachtagung des GI-Fachbereichs Softwaretechnik, 21.-24. Februar 2017, Hannover, Germany, February 2017, Lecture Notes in Informatics (LNI). Gesellschaft für Informatik (GI), Hannover, Germany. February 2017. [ bib | pdf ]
    [20] Jóakim von Kistowski, Nikolas Herbst, Samuel Kounev, Henning Groenda, Christian Stier, and Sebastian Lehrig. Modeling and Extracting Load Intensity Profiles. ACM Transactions on Autonomous and Adaptive Systems (TAAS), 11(4):23:1--23:28, January 2017, ACM, New York, NY, USA. [ bib | abstract | pdf | DOI | http ]
    [19] Jürgen Walter, Antinisca Di Marco, Simon Spinner, Paola Inverardi, and Samuel Kounev. Online Learning of Run-time Models for Performance and Resource Management in Data Centers. In Self-Aware Computing Systems, Samuel Kounev, Jeffrey O. Kephart, Aleksandar Milenkoski, and Xiaoyun Zhu, editors. Springer Verlag, Berlin Heidelberg, Germany, 2017. [ bib | abstract | pdf ]
    [18] Simon Spinner, Antonio Filieri, Samuel Kounev, Martina Maggio, and Anders Robertsson. Run-time Models for Online Performance and Resource Management in Data Centers. In Self-Aware Computing Systems, Samuel Kounev, Jeffrey O. Kephart, Aleksandar Milenkoski, and Xiaoyun Zhu, editors. Springer Verlag, Berlin Heidelberg, Germany, 2017. [ bib | pdf ]
    [17] Klaus Schilling, Jürgen Walter, and Samuel Kounev. Spacecraft Autonomous Reaction Capabilities, Control Approaches and Self-Aware Computing. In Self-Aware Computing Systems, Samuel Kounev, Jeffrey O. Kephart, Aleksandar Milenkoski, and Xiaoyun Zhu, editors. Springer Verlag, Berlin Heidelberg, Germany, 2017. [ bib | abstract | pdf ]
    [16] Norbert Schmitt, Jóakim von Kistowski, and Samuel Kounev. Predicting Power Consumption of High-Memory-Bandwidth Workloads (Work-In-Progress Paper). In Proceedings of the 8th ACM/SPEC on International Conference on Performance Engineering, L'Aquila, Italy, 2017, ICPE '17, pages 353--356. ACM, New York, NY, USA. 2017. [ bib | pdf | slides | DOI | http ]
    [15] Aleksandar Milenkoski, K. R. Jayaram, and Samuel Kounev. Benchmarking Intrusion Detection Systems with Adaptive Provisioning of Virtualized Resources. In Self-Aware Computing Systems, Samuel Kounev, Jeffrey O. Kephart, Aleksandar Milenkoski, and Xiaoyun Zhu, editors. Springer Verlag, Berlin Heidelberg, Germany, 2017. [ bib | abstract | pdf | http ]
    [14] Aleksandar Milenkoski, Alexandru Iosup, Samuel Kounev, Kai Sachs, Diane E. Mularz, Jonathan A. Curtiss, Jason J. Ding, Florian Rosenberg, and Piotr Rygielski. CUP: A Formalism for Expressing Cloud Usage Patterns for Experts and Non-Experts. IEEE Cloud Computing, 2017. To Appear. [ bib ]
    [13] Samuel Kounev, Peter Lewis, Kirstie Bellman, Nelly Bencomo, Javier Camara, Ada Diaconescu, Lukas Esterle, Kurt Geihs, Holger Giese, Sebastian Götz, Paola Inverardi, Jeffrey Kephart, and Andrea Zisman. The Notion of Self-Aware Computing. In Self-Aware Computing Systems, Samuel Kounev, Jeffrey O. Kephart, Aleksandar Milenkoski, and Xiaoyun Zhu, editors. Springer Verlag, Berlin Heidelberg, Germany, 2017. [ bib | pdf ]
    [12] Samuel Kounev, Jeffrey O. Kephart, Aleksandar Milenkoski, and Xiaoyun Zhu, editors. Self-Aware Computing Systems. Springer Verlag, Berlin Heidelberg, Germany, 2017. [ bib | http ]
    [11] Jeffrey O. Kephart, Martina Maggio, Ada Diaconescu, Holger Giese, Henry Hoffmann, Samuel Kounev, Anne Koziolek, Peter Lewis, Anders Robertsson, and Simon Spinner. Reference Scenarios for Self-Aware Computing. In Self-Aware Computing Systems, Samuel Kounev, Jeffrey O. Kephart, Aleksandar Milenkoski, and Xiaoyun Zhu, editors. Springer Verlag, Berlin Heidelberg, Germany, 2017. [ bib | pdf ]
    [10] K. R. Jayaram, Aleksandar Milenkoski, and Samuel Kounev. Software Architectures for Self-Protection in IaaS Clouds. In Self-Aware Computing Systems, Samuel Kounev, Jeffrey O. Kephart, Aleksandar Milenkoski, and Xiaoyun Zhu, editors. Springer Verlag, Berlin Heidelberg, Germany, 2017. [ bib | abstract | pdf | http ]
    [9] Alexandru Iosup, Xiaoyun Zhu, Arif Merchant, Eva Kalyvianaki, Martina Maggio, Simon Spinner, Tarek Abdelzaher, Ole Mengshoel, and Sara Bouchenak. Self-Awareness of Cloud Applications. In Self-Aware Computing Systems, Samuel Kounev, Jeffrey O. Kephart, Aleksandar Milenkoski, and Xiaoyun Zhu, editors. Springer Verlag, Berlin Heidelberg, Germany, 2017. [ bib | pdf ]
    [8] Lukas Iffländer, and Alexander Dallmann. Der Grader PABS. In Automatische Bewertung in der Programmierausbildung, Oliver J. Bott, Peter Fricke, Uta Priss, and Michael Striewe, editors, volume 6 of Digitale Medien in der Hochschullehre, chapter 15, pages 241--254. ELAN e.V. and Waxmann Verlag, 2017. [ bib ]
    [7] Nikolaus Huber, Fabian Brosig, Simon Spinner, Samuel Kounev, and Manuel Bähr. Model-Based Self-Aware Performance and Resource Management Using the Descartes Modeling Language. IEEE Transactions on Software Engineering (TSE), 43(5), 2017, IEEE Computer Society. [ bib | abstract | pdf | DOI | http ]
    [6] Nikolas Herbst, Steffen Becker, Samuel Kounev, Heiko Koziolek, Martina Maggio, Aleksandar Milenkoski, and Evgenia Smirni. Metrics and Benchmarks for Self-Aware Computing Systems. In Self-Aware Computing Systems, Samuel Kounev, Jeffrey O. Kephart, Aleksandar Milenkoski, and Xiaoyun Zhu, editors. Springer Verlag, Berlin Heidelberg, Germany, 2017. [ bib | abstract | pdf | http ]
    [5] Nikolas Herbst, Ayman Amin, Artur Andrzejak, Lars Grunske, Samuel Kounev, Ole J. Mengshoel, and Priya Sundararajan. Online Workload Forecasting. In Self-Aware Computing Systems, Samuel Kounev, Jeffrey O. Kephart, Xiaoyun Zhu, and Aleksandar Milenkoski, editors. Springer Verlag, Berlin Heidelberg, Germany, 2017. [ bib | abstract | pdf ]
    [4] Holger Giese, Thomas Vogel, Ada Diaconescu, Sebastian Götz, and Samuel Kounev. Architectural Concepts for Self-Aware Computing Systems. In Self-Aware Computing Systems, Samuel Kounev, Jeffrey O. Kephart, Aleksandar Milenkoski, and Xiaoyun Zhu, editors. Springer Verlag, Berlin Heidelberg, Germany, 2017. [ bib | pdf ]
    [3] Holger Giese, Thomas Vogel, Ada Diaconescu, Sebastian Götz, Nelly Bencomo, Kurt Geihs, Samuel Kounev, and Kirstie Bellman. State of the Art in Architectures for Self-Aware Computing Systems. In Self-Aware Computing Systems, Samuel Kounev, Jeffrey O. Kephart, Aleksandar Milenkoski, and Xiaoyun Zhu, editors. Springer Verlag, Berlin Heidelberg, Germany, 2017. [ bib | pdf ]
    [2] Thomas F. Düllmann, Robert Heinrich, Andre van Hoorn, Teerat Pitakrat, Jürgen Walter, and Felix Willnecker. Caspa: A platform for comparability of architecture-based software performance engineering approaches (Demo Paper). In Proceedings of the 2017 IEEE International Conference on Software Architecture (ICSA 2017), 2017. IEEE. 2017. [ bib | abstract | pdf | http ]
    [1] Javier Cámara, Kirstie Bellman, Jeffrey Kephart, Marco Autili, Nelly Bencomo, Ada Diaconescu, Holger Giese, Sebastian Götz, Paola Inverardi, Samuel Kounev, and Massimo Tivoli. Self-Aware Computing Systems: Related Concepts and Research Areas. In Self-Aware Computing Systems, Samuel Kounev, Jeffrey O. Kephart, Aleksandar Milenkoski, and Xiaoyun Zhu, editors. Springer Verlag, Berlin Heidelberg, Germany, 2017. [ bib | pdf ]

    2016

    [24] Jürgen Walter, Maximilian König, Simon Eismann, and Samuel Kounev. PAVO: A Framework for the Visualization of Performance Analyses Results. In Proceedings of the 2016 Symposium on Software Performance (SSP), Kiel, Germany, November 8-9, 2016. [ bib | abstract | pdf | slides ]
    [23] Matthias Blohm, Maksim Pahlberg, Sebastian Vogel, Jürgen Walter, and Dusan Okanovic. Kieker4DQL: Declarative Performance Measurement. In Proceedings of the 2016 Symposium on Software Performance (SSP), Kiel, Germany, November 8-9, 2016. [ bib | abstract | pdf | slides ]
    [22] Johannes Grohmann. Reliable Resource Demand Estimation. Master Thesis, University of Würzburg, Am Hubland, Informatikgebäude, 97074 Würzburg, Germany, October 2016. [ bib | abstract | pdf | slides ]
    [21] Norbert Schmitt. Local Approximation of NFV Workloads. Master Thesis, University of Würzburg, Am Hubland, Informatikgebäude, 97074 Würzburg, Germany, October 2016. [ bib | pdf | slides ]
    [20] Piotr Rygielski, Marian Seliuchenko, Samuel Kounev, and Mykhailo Klymash. Performance Analysis of SDN Switches with Hardware and Software Flow Tables. In Proceedings of the 10th EAI International Conference on Performance Evaluation Methodologies and Tools (ValueTools 2016), October 25--28, 2016. [ bib | abstract | pdf ]
    [19] Aleksandar Milenkoski, K. R. Jayaram, Nuno Antunes, Marco Vieira, and Samuel Kounev. Quantifying the Attack Detection Accuracy of Intrusion Detection Systems in Virtualized Environments. In Proceedings of The 27th IEEE International Symposium on Software Reliability Engineering (ISSRE 2016), Ottawa, Canada, October 2016. IEEE, IEEE Computer Society, Washington DC, USA. October 2016, To Appear. [ bib | abstract | pdf | http ]
    [18] Joakim von Kistowski, Marco Schreck, and Samuel Kounev. Predicting power consumption in virtualized environments. In Computer Performance Engineering: 13th European Workshop, EPEW 2016, Chios, Greece, October 5-7, 2016, Proceedings, Dieter Fiems, Marco Paolieri, and N. Agapios Platis, editors, October 5--7, 2016, pages 79--93. Springer International Publishing, Cham. October 2016. [ bib | abstract | DOI | http ]
    [17] Marco Nehmeier, Jürgen Wolff von Gudenberg, and Warwick Tucker. Scientific Computing, Computer Arithmetic, and Validated Numerics: 16th International Symposium, SCAN 2014, Würzburg, Germany, September 21-26, 2014. Revised Selected Papers, volume 9553. Springer, September 2016. [ bib | http ]
    [16] André Bauer. Design and Evaluation of a Proactive, Application-Aware Elasticity Mechanism. Master Thesis, University of Würzburg, Am Hubland, Informatikgebäude, 97074 Würzburg, Germany, Septembter 2016. [ bib | abstract | pdf | slides ]
    [15] Piotr Rygielski, Marian Seliuchenko, and Samuel Kounev. Modeling and Prediction of Software-Defined Networks Performance using Queueing Petri Nets. In Proceedings of the Ninth International Conference on Simulation Tools and Techniques (SIMUTools 2016), Prague, Czech Republic, August 2016, pages 66--75. [ bib | abstract | pdf | slides | http ]
    [14] Samuel Kounev, Nikolaus Huber, Fabian Brosig, and Xiaoyun Zhu. A Model-Based Approach to Designing Self-Aware IT Systems and Infrastructures. IEEE Computer, 49(7):53--61, July 2016, IEEE. [ bib | pdf | DOI | http ]
    [13] Christoph Müller, Piotr Rygielski, Simon Spinner, and Samuel Kounev. Enabling Fluid Analysis for Queueing Petri Nets via Model Transformation. Electronic Notes in Theoretical Computer Science, 327:71--91, 2016, Elsevier. The 8th International Workshop on Practical Application of Stochastic Modeling, PASM 2016. [ bib | abstract | pdf | slides | DOI | http ]
    [12] Samuel Kounev. The Descartes Modeling Language for Self-Aware Performance and Resource Management, April 2016. IEEE Software Blog. [ bib | http ]
    [11] Jürgen Walter, Andre van Hoorn, Heiko Koziolek, Dusan Okanovic, and Samuel Kounev. Asking ``What?'', Automating the ``How?'': The Vision of Declarative Performance Engineering (Vision Paper). In Proceedings of the 7th ACM/SPEC International Conference on Performance Engineering (ICPE 2016), Delft, the Netherlands, March 12, 2016. [ bib | abstract | pdf | slides ]
    [10] Jürgen Walter, Andre van Hoorn, Heiko Koziolek, Dusan Okanovic, and Samuel Kounev. The Vision of Declarative Performance Engineering (Poster). In Proceedings of the 7th ACM/SPEC International Conference on Performance Engineering (ICPE 2016), Delft, the Netherlands, March 12, 2016. [ bib | abstract | slides ]
    [9] Simon Spinner, Jürgen Walter, and Samuel Kounev. A Reference Architecture for Online Performance Model Extraction in Virtualized Environments. 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), Delft, the Netherlands, March 12, 2016. [ bib | abstract | pdf | slides ]
    [8] Samuel Kounev, Andre van Hoorn, and Piotr Rygielski. SPEC Research Group Newsletter, vol. 2 no. 1, March 2016. Published by Standard Performance Evaluation Corporation (SPEC). [ bib | pdf | http ]
    [7] Piotr Rygielski, Viliam Simko, Felix Sittner, Doris Aschenbrenner, Samuel Kounev, and Klaus Schilling. Automated Extraction of Network Traffic Models Suitable for Performance Simulation. In Proceedings of the 7th ACM/SPEC International Conference on Performance Engineering (ICPE 2016), Delft, The Netherlands, March 12--18, 2016, pages 27--35. ACM. March 2016, Acceptance rate (Full Paper): 19/57 = 33%. [ bib | abstract | pdf | slides | DOI | http ]
    [6] Jóakim von Kistowski, Hansfried Block, John Beckett, Cloyce Spradling, Klaus-Dieter Lange, and Samuel Kounev. Variations in CPU Power Consumption. In Proceedings of the 7th ACM/SPEC International Conference on Performance Engineering (ICPE 2016), Delft, the Netherlands, March 2016. ACM, New York, NY, USA. March 2016. [ bib | abstract | pdf | slides | DOI ]
    [5] Giuliano Casale, Simon Spinner, and Weikun Wang. Automated Parameterization of Performance Models from Measurements (Tutorial Paper). In Proceedings of the 7th ACM/SPEC International Conference on Performance Engineering (ICPE 2016), Delft, the Netherlands, March 12, 2016. [ bib | abstract | pdf ]
    [4] Samuel Kounev, Fabian Brosig, Philipp Meier, Steffen Becker, Anne Koziolek, Heiko Koziolek, and Piotr Rygielski. Analysis of the Trade-offs in Different Modeling Approaches for Performance Prediction of Software Systems (Talk Extended Abstract). In Software Engineering 2016 (SE 2016), Fachtagung des GI-Fachbereichs Softwaretechnik, 23.-26. Feb 2016, Vienna, Austria, February 2016, Lecture Notes in Informatics (LNI), pages 47--48. GI, Vienna, Austria. February 2016. [ bib | pdf | slides ]
    [3] Axel Busch, Qais Noorshams, Samuel Kounev, Anne Koziolek, Ralf Reussner, and Erich Amrehn. Automated Workload Characterization for I/O Performance Analysis in Virtualized Environments (Talk Extended Abstract). In Software Engineering 2016 (SE 2016), Fachtagung des GI-Fachbereichs Softwaretechnik, 23.-26. März 2016, Vienna, Austria, February 2016, Lecture Notes in Informatics (LNI), pages 27--28. GI, Vienna, Austria. February 2016. [ bib | pdf ]
    [2] Jens Happe, Benjamin Klatt, Martin Küster, Fabian Brosig, Alexander Wert, Simon Spinner, Christian Stier, and Heiko Koziolek. Getting the Data. In Modeling and Simulating Software Architectures - The Palladio Approach, Ralf H. Reussner, Steffen Becker, Jens Happe, Robert Heinrich, Anne Koziolek, Heiko Koziolek, Max Kramer, and Klaus Krogmann, editors. MIT Press, Cambridge, MA, 2016. In Press. [ bib ]
    [1] Nikolas Herbst, Rouven Krebs, Giorgos Oikonomou, George Kousiouris, Athanasia Evangelinou, Alexandru Iosup, and Samuel Kounev. Ready for Rain? A View from SPEC Research on the Future of Cloud Metrics. Technical Report SPEC-RG-2016-01, SPEC Research Group --- Cloud Working Group, Standard Performance Evaluation Corporation (SPEC), 2016. [ bib | http ]

    2015

    [30] Jóakim von Kistowski, and Samuel Kounev. Univariate Interpolation-based Modeling of Power and Performance (Short Paper). In Proceedings of the 9th EAI International Conference on Performance Evaluation Methodologies and Tools (VALUETOOLS 2015), Berlin, Germany, December 14--16, 2015. [ bib | abstract | pdf | slides | DOI ]
    [29] Jürgen Walter, Simon Eismann, and Adrian Hildebrandt. Automated Transformation of Descartes Modeling Language to Palladio Component Model. In Proceedings of the 2015 Symposium on Software Performance (SSP), Munich, Germany, November 6, 2015. [ bib | abstract | pdf | slides ]
    [28] Aleksandar Milenkoski, Bryan D. Payne, Nuno Antunes, Marco Vieira, Samuel Kounev, Alberto Avritzer, and Matthias Luft. Evaluation of Intrusion Detection Systems in Virtualized Environments Using Attack Injection. In The 18th International Symposium on Research in Attacks, Intrusions, and Defenses (RAID 2015), Kyoto, Japan, November 2015. Springer. November 2015, Acceptance Rate: 23%. [ bib | abstract | pdf | http ]
    [27] Simon Spinner, Giuliano Casale, Fabian Brosig, and Samuel Kounev. Evaluating Approaches to Resource Demand Estimation. Performance Evaluation, 92:51 -- 71, October 2015, Elsevier B.V. [ bib | abstract | pdf | DOI | http ]
    [26] Jóakim von Kistowski, John Beckett, Klaus-Dieter Lange, Hansfried Block, Jeremy A. Arnold, and Samuel Kounev. Energy Efficiency of Hierarchical Server Load Distribution Strategies. In Proceedings of the IEEE 23nd International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems (MASCOTS 2015), Atlanta, GA, USA, October 5--7, 2015. IEEE. October 2015, Full paper acceptance rate: 19%. [ bib | abstract | pdf | slides | DOI ]
    [25] Aleksandar Milenkoski, Marco Vieira, Samuel Kounev, Alberto Avritzer, and Bryan D. Payne. Evaluating Computer Intrusion Detection Systems: A Survey of Common Practices. ACM Computing Surveys, 48(1):12:1--12:41, September 2015, ACM, New York, NY, USA. 5-year Impact Factor (2014): 5.949. [ bib | abstract | pdf | http ]
    [24] Stanislav Lange, Steffen Gebert, Joachim Spoerhase, Piotr Rygielski, Thomas Zinner, Samuel Kounev, and Phuoc Tran-Gia. Specialized Heuristics for the Controller Placement Problem in Large Scale SDN Networks. In 27th International Teletraffic Congress (ITC 2015), September 8--10, 2015, pages 210--218. Ghent, Belgium. [ bib | abstract | pdf | DOI | http ]
    [23] Nikolaus Huber, Jürgen Walter, Manuel Bähr, and Samuel Kounev. Model-based Autonomic and Performance-aware System Adaptation in Heterogeneous Resource Environments: A Case Study. In Proceedings of the 2015 IEEE International Conference on Cloud and Autonomic Computing (ICCAC), Cambridge, MA, USA, September 21-24, 2015. IEEE. September 2015. [ bib | abstract | pdf | slides ]
    [22] Florian Wamser, Thomas Zinner, Lukas Iffländer, and Phuoc Tran-Gia. Demonstrating the prospects of dynamic application-aware networking in a home environment. ACM SIGCOMM Computer Communication Review, 44(4):149--150, August 2015, ACM. [ bib | pdf | slides ]
    [21] Lukas Iffländer, Alexander Dallmann, Philip-Daniel Beck, and Marianus Ifland. PABS-a Programming Assignment Feedback System. In ABP, 2015. [ bib | pdf | slides ]
    [20] Felix Willnecker, Markus Dlugi, Andreas Brunnert, Simon Spinner, Samuel Kounev, and Helmut Krcmar. Comparing the Accuracy of Resource Demand Measurement and Estimation Techniques. In Computer Performance Engineering - Proceedings of the 12th European Workshop (EPEW 2015), Marta Beltrán, William Knottenbelt, and Jeremy Bradley, editors, Madrid, Spain, August 2015, volume 9272 of Lecture Notes in Computer Science, pages 115--129. Springer. August 2015. [ bib | abstract | pdf | DOI ]
    [19] Jürgen Walter, Simon Spinner, and Samuel Kounev. Parallel Simulation of Queueing Petri Nets. EAI Endorsed Transactions on Industrial Networks and Intelligent Systems, 16(8), 8 2015, ACM. [ bib | DOI ]
    [18] Jürgen Walter, Simon Spinner, and Samuel Kounev. Parallel Simulation of Queueing Petri Nets. In Proceedings of the Eighth EAI International Conference on Simulation Tools and Techniques (SIMUTools 2015), Athens, Greece, August 2015. [ bib | abstract | pdf | slides ]
    [17] Andreas Brunnert, Andre van Hoorn, Felix Willnecker, Alexandru Danciu, Wilhelm Hasselbring, Christoph Heger, Nikolas Herbst, Pooyan Jamshidi, Reiner Jung, Joakim von Kistowski, Anne Koziolek, Johannes Kroß, , Simon Spinner, Christian Vögele, Jürgen Walter, and Alexander Wert. Performance-oriented DevOps: A research agenda. Technical Report SPEC-RG-2015-01, SPEC Research Group --- DevOps Performance Working Group, Standard Performance Evaluation Corporation (SPEC), August 2015. [ bib | abstract | http ]
    [16] Piotr Rygielski, Samuel Kounev, and Phuoc Tran-Gia. Flexible Performance Prediction of Data Center Networks using Automatically Generated Simulation Models. In Proceedings of the Eighth International Conference on Simulation Tools and Techniques (SIMUTools 2015), Athens, Greece, August 2015, pages 119--128. [ bib | abstract | pdf | slides | DOI ]
    [15] Philippe Lalanda, Ada Diaconescu, Lucy Cherkasova, and Samuel Kounev, editors. Proceeding of IEEE International Conference on Autonomic Computing (ICAC2015), Grenoble, France, July 8--10, 2015, Los Alamitos, California, July 2015. IEEE Computer Society Conference Publishing Services (CPS). [ bib ]
    [14] Maximilian Kiesner, Marco Nehmeier, and Jürgen Wolff von Gudenberg. ITF1788: An Interval Testframework for IEEE 1788. Technical Report 495, Department of Computer Science, University of Würzburg, June 2015. [ bib | abstract | http ]
    [13] Simon Spinner, Nikolas Herbst, Samuel Kounev, Xiaoyun Zhu, Lei Lu, Mustafa Uysal, and Rean Griffith. Proactive Memory Scaling of Virtualized Applications. In Proceedings of the 2015 IEEE 8th International Conference on Cloud Computing (IEEE CLOUD 2015), New York, NY, USA, June 27, 2015, pages 277--284. IEEE. June 2015, Acceptance Rate: 15%. [ bib | abstract | pdf | slides | DOI ]
    [12] Diogo Carvalho, Nuno Antunes, Marco Vieira, Aleksandar Milenkoski, and Samuel Kounev. Challenges of Assessing the Hypercall Interface Robustness (Fast Abstract). In The 45th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN 2015), Rio de Janeiro, Brazil, June 2015. IEEE. June 2015. [ bib | abstract ]
    [11] Jóakim von Kistowski, Nikolas Roman Herbst, Daniel Zoller, Samuel Kounev, and Andreas Hotho. Modeling and Extracting Load Intensity Profiles. In Proceedings of the 10th International Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS 2015), Firenze, Italy, May 18--19, 2015. Acceptance rate: 29%. [ bib | abstract | pdf | slides | DOI ]
    [10] Nikolas Roman Herbst, Samuel Kounev, Andreas Weber, and Henning Groenda. BUNGEE: An Elasticity Benchmark for Self-Adaptive IaaS Cloud Environments. In Proceedings of the 10th International Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS 2015), Firenze, Italy, May 18--19, 2015. Acceptance rate: 29%. [ bib | abstract | pdf | slides ]
    [9] Samuel Kounev, Fabian Brosig, and Nikolaus Huber. The Descartes Modeling Language for Self-Aware Performance and Resource Management (Talk Extended Abstract). In Software Engineering 2015, Fachtagung des GI-Fachbereichs Softwaretechnik, 17. - 20. März 2015, Dresden, Deutschland, March 2015, Lecture Notes in Informatics (LNI). GI, Bonn, Germany. March 2015. [ bib | pdf ]
    [8] Qais Noorshams, Axel Busch, Samuel Kounev, and Ralf Reussner. The Storage Performance Analyzer: Measuring, Monitoring, and Modeling of I/O Performance in Virtualized Environments (Demo Paper). In Proceedings of the 6th ACM/SPEC International Conference on Performance Engineering, Austin, Texas, USA, February 2015, ICPE '15. [ bib | pdf | DOI | http ]
    [7] Samuel Kounev. Load Testing Elasticity and Performance Isolation in Shared Execution Environments. 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), Austin, Texas, USA, February 1, 2015. ACM, New York, NY, USA. February 2015. [ bib | pdf ]
    [6] Jóakim von Kistowski, Hansfried Block, John Beckett, Klaus-Dieter Lange, Jeremy A. Arnold, and Samuel Kounev. Analysis of the Influences on Server Power Consumption and Energy Efficiency for CPU-Intensive Workloads. In Proceedings of the 6th ACM/SPEC International Conference on Performance Engineering (ICPE 2015), Austin, TX, USA, February 2015, ICPE '15. ACM, New York, NY, USA. February 2015, acceptance rate: 27%. [ bib | abstract | pdf | slides | DOI ]
    [5] Jóakim von Kistowski, Jeremy A. Arnold, Karl Huppler, Klaus-Dieter Lange, John L. Henning, and Paul Cao. How to Build a Benchmark. In Proceedings of the 6th ACM/SPEC International Conference on Performance Engineering (ICPE 2015), Austin, TX, USA, February 2015, ICPE '15. ACM, New York, NY, USA. February 2015. [ bib | abstract | pdf | DOI ]
    [4] Axel Busch, Qais Noorshams, Samuel Kounev, Anne Koziolek, Ralf Reussner, and Erich Amrehn. Automated Workload Characterization for I/O Performance Analysis in Virtualized Environments. In Proceedings of the ACM/SPEC International Conference on Performance Engineering, Austin, Texas, USA, February 2015, ICPE '15. ACM, New York, NY, USA. February 2015, Acceptance Rate (Full Paper): 15/56 = 27%. [ bib | pdf | DOI | http ]
    [3] Fabian Brosig, Philipp Meier, Steffen Becker, Anne Koziolek, Heiko Koziolek, and Samuel Kounev. Quantitative Evaluation of Model-Driven Performance Analysis and Simulation of Component-based Architectures. IEEE Transactions on Software Engineering (TSE), 41(2):157--175, February 2015, IEEE. [ bib | pdf | DOI | http ]
    [2] Samuel Kounev, Kai Sachs, and Piotr Rygielski. SPEC Research Group Newsletter, vol. 1 no. 4, January 2015. Published by Standard Performance Evaluation Corporation (SPEC). [ bib | pdf | http ]
    [1] Samuel Kounev, Xiaoyun Zhu, Jeffrey O. Kephart, Marta Kwiatkowska, and Aleksandar Milenkoski [Assistant Editor], , editors. Model-driven Algorithms and Architectures for Self-Aware Computing Systems. Dagstuhl Reports. Dagstuhl, Germany, January 2015. [ bib | abstract | pdf | http ]

    2014

    [31] Aleksandar Milenkoski, Bryan D. Payne, Nuno Antunes, Marco Vieira, and Samuel Kounev. Experience Report: An Analysis of Hypercall Handler Vulnerabilities. In Proceedings of The 25th IEEE International Symposium on Software Reliability Engineering (ISSRE 2014) --- Research Track, Naples, Italy, November 2014. IEEE, IEEE Computer Society, Washington DC, USA. November 2014, Acceptance Rate: 25%, Best Paper Award Nomination. [ bib | abstract | pdf | slides | http ]
    [30] Jóakim von Kistowski, Nikolas Roman Herbst, and Samuel Kounev. Using and Extending LIMBO for the Descriptive Modeling of Arrival Behaviors. In Proceedings of the Symposium on Software Performance 2014, Stuttgart, Germany, November 2014, pages 131--140. University of Stuttgart, Faculty of Computer Science, Electrical Engineering, and Information Technology. November 2014, Best Poster Award. [ bib | abstract | pdf | slides ]
    [29] Samuel Kounev, Fabian Brosig, and Nikolaus Huber. The Descartes Modeling Language. Technical report, Department of Computer Science, University of Wuerzburg, October 2014. [ bib | abstract | pdf | http ]
    [28] Simon Spinner, Samuel Kounev, Xiaoyun Zhu, Lei Lu, Mustafa Uysal, Anne Holler, and Rean Griffith. Runtime Vertical Scaling of Virtualized Applications via Online Model Estimation. In Proceedings of the 2014 IEEE Eighth International Conference on Self-Adaptive and Self-Organizing Systems (SASO), London, UK, September 8--12, 2014, pages 157--166. IEEE. September 2014, Acceptance Rate (Full Papers): 26%. [ bib | abstract | pdf | slides | DOI ]
    [27] Piotr Rygielski, and Samuel Kounev. Descartes Network Infrastructures (DNI) Manual: Meta-models, Transformations, Examples. Technical Report v.0.3, Chair of Software Engineering, University of Würzburg, Am Hubland, 97074 Würzburg, September 2014. [ bib | abstract | pdf | http ]
    [26] Qais Noorshams, Kiana Rostami, Samuel Kounev, and Ralf Reussner. Modeling of I/O Performance Interference in Virtualized Environments with Queueing Petri Nets (Short Paper). In Proceedings of the IEEE 22nd International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems, France, Paris, September 09--11, 2014, MASCOTS 2014. [ bib | pdf ]
    [25] Samuel Kounev. Quantitative Evaluation of Service Dependability in Shared Execution Environments (Extended Abstract of Keynote Talk). In Proceedings of the 11th International Conference on Quantitative Evaluation of SysTems (QEST 2014), Florence, Italy, September 8--12, 2014. [ bib | pdf | slides ]
    [24] Fabian Brosig, Nikolaus Huber, and Samuel Kounev. Architecture-Level Software Performance Abstractions for Online Performance Prediction. Elsevier Science of Computer Programming Journal (SciCo), Vol. 90, Part B:71--92, September 2014, Elsevier. [ bib | pdf | DOI | http ]
    [23] Aleksandar Milenkoski, Marco Vieira, Bryan D. Payne, Nuno Antunes, and Samuel Kounev. Technical Information on Vulnerabilities of Hypercall Handlers. Technical Report SPEC-RG-2014-001 v.1.0, SPEC Research Group - IDS Benchmarking Working Group, Standard Performance Evaluation Corporation (SPEC), 7001 Heritage Village Plaza Suite 225, Gainesville, VA 20155, USA, August 2014. [ bib | abstract | pdf ]
    [22] Qais Noorshams, Axel Busch, Andreas Rentschler, Dominik Bruhn, Samuel Kounev, Petr Tuma, and Ralf Reussner. Automated Modeling of I/O Performance and Interference Effects in Virtualized Storage Systems. In 34th IEEE International Conference on Distributed Computing Systems Workshops (ICDCS 2014 Workshops). 4th International Workshop on Data Center Performance, DCPerf '14, Madrid, Spain, July 2014, pages 88--93. [ bib | pdf | DOI | http ]
    [21] Rouven Krebs, Manuel Loesch, and Samuel Kounev. Platform-as-a-Service Architecture for Performance Isolated Multi-Tenant Applications. In Proceedings of the 7th IEEE International Conference on Cloud Computing (IEEE Cloud 2014), Anchorage, USA, July 2, 2014. IEEE. July 2014. [ bib | abstract | pdf ]
    [20] Nikolaus Huber. Autonomic Performance-Aware Resource Management in Dynamic IT Service Infrastructures. PhD thesis, Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany, July 2014. [ bib | pdf | http ]
    [19] Fabian Brosig. Architecture-Level Software Performance Models for Online Performance Prediction. PhD thesis, Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany, July 2014. [ bib | pdf | http ]
    [18] Marco Nehmeier. libieeep1788: A C++ Implementation of the IEEE interval standard P1788. In Norbert Wiener in the 21st Century (21CW), 2014 IEEE Conference on, June 2014, pages 1--6. [ bib | abstract | pdf | DOI ]
    [17] Piotr Rygielski, and Samuel Kounev. Data Center Network Throughput Analysis using Queueing Petri Nets. In 34th IEEE International Conference on Distributed Computing Systems Workshops (ICDCS 2014 Workshops). 4th International Workshop on Data Center Performance, (DCPerf 2014), Madrid, Spain, June 30, 2014, pages 100--105. [ bib | abstract | pdf | DOI ]
    [16] Qais Noorshams, Roland Reeb, Andreas Rentschler, Samuel Kounev, and Ralf Reussner. Enriching software architecture models with statistical models for performance prediction in modern storage environments. In Proceedings of the 17th International ACM Sigsoft Symposium on Component-based Software Engineering, Marcq-en-Bareul, France, June 2014, CBSE '14, pages 45--54. ACM, New York, NY, USA. June 2014, Acceptance Rate (Full Paper): 14/62 = 23%. [ bib | pdf | DOI | http ]
    [15] Manuel Loesch, and Rouven Krebs. Locations for Performance Ensuring Admission Control in Load Balanced Multi-Tenant Systems. In Communications in Computer and Information Science - Third International Conference, CLOSER 2013, Aachen, Germany, May 8-10, 2013, Selected Papers, Springer, editor, May 2014. [ bib | abstract ]
    [14] Rouven Krebs, Simon Spinner, Nadia Ahmed, and Samuel Kounev. Resource Usage Control In Multi-Tenant Applications. In Proceedings of the 14th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid 2014), Chicago, IL, USA, May 26, 2014, pages 122--131. IEEE/ACM. May 2014, Acceptance Rate: 19% (54/283). [ bib | abstract | pdf | DOI ]
    [13] Rouven Krebs, and Manuel Loesch. Comparison of Request Admission Based Performance Isolation Approaches in Multi-Tenant SaaS Applications (Short Paper). In Proceedings of 4th International Conference On Cloud Computing And Services Science (CLOSER 2014), Barcelona, Spain, April 3, 2014. SciTePress. April 2014. [ bib | abstract | pdf ]
    [12] Andreas Weber, Nikolas Roman Herbst, Henning Groenda, and Samuel Kounev. Towards a Resource Elasticity Benchmark for Cloud Environments. 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), Dublin, Ireland, March 22, 2014, HotTopiCS '14, pages 5:1--5:8. ACM, New York, NY, USA. March 2014. [ bib | abstract | pdf | slides | DOI | http ]
    [11] Simon Spinner, Giuliano Casale, Xiaoyun Zhu, and Samuel Kounev. LibReDE: A Library for Resource Demand Estimation (Demo Paper). In Proceedings of the 5th ACM/SPEC International Conference on Performance Engineering (ICPE 2014), Dublin, Ireland, March 22--26, 2014, pages 227--228. ACM Press, New York, NY, USA. March 2014. [ bib | abstract | pdf | DOI | http ]
    [10] Samuel Kounev, Kai Sachs, and Piotr Rygielski. SPEC Research Group Newsletter, vol. 1 no. 3, March 2014. Published by Standard Performance Evaluation Corporation (SPEC). [ bib | pdf | http ]
    [9] Tomács Martinec, Lukáš Marek, Antonín Steinhauser, Petr Tuma, Qais Noorshams, Andreas Rentschler, and Ralf Reussner. Constructing performance model of jms middleware platform. In Proceedings of the 5th ACM/SPEC International Conference on Performance Engineering, Dublin, Ireland, March 2014, ICPE '14, pages 123--134. ACM, New York, NY, USA. March 2014. [ bib | DOI | http ]
    [8] Rouven Krebs, Philipp Schneider, and Nikolas Herbst. Optimization Method for Request Admission Control to Guarantee Performance Isolation. 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), Dublin, Ireland, March 22, 2014. ACM. March 2014. [ bib | abstract | pdf | slides ]
    [7] Jóakim von Kistowski. Modeling Variations in Load Intensity Profiles. Master Thesis, Karlsruhe Institute of Technology (KIT), Am Fasanengarten 5, 76131 Karlsruhe, Germany, March 2014. Gesellschaft zur Förderung des Forschungstransfers (GFFT) Prize "Best Master Thesis". [ bib | abstract | pdf | slides ]
    [6] Jóakim von Kistowski, Nikolas Roman Herbst, and Samuel Kounev. Modeling Variations in Load Intensity over Time. 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), Dublin, Ireland, March 22, 2014, pages 1--4. ACM, New York, NY, USA. March 2014. [ bib | abstract | pdf | slides | DOI | http ]
    [5] Jóakim von Kistowski, Nikolas Roman Herbst, and Samuel Kounev. LIMBO: A Tool For Modeling Variable Load Intensities (Demo Paper). In Proceedings of the 5th ACM/SPEC International Conference on Performance Engineering (ICPE 2014), Dublin, Ireland, March 22--26, 2014, ICPE '14, pages 225--226. ACM, New York, NY, USA. March 2014. [ bib | abstract | pdf | slides | DOI | http ]
    [4] Nikolas Roman Herbst, Nikolaus Huber, Samuel Kounev, and Erich Amrehn. Self-Adaptive Workload Classification and Forecasting for Proactive Resource Provisioning. Concurrency and Computation - Practice and Experience, John Wiley and Sons, Ltd., 26(12):2053--2078, March 2014. [ bib | abstract | pdf | DOI | http ]
    [3] Nikolaus Huber, André van Hoorn, Anne Koziolek, Fabian Brosig, and Samuel Kounev. Modeling Run-Time Adaptation at the System Architecture Level in Dynamic Service-Oriented Environments. Service Oriented Computing and Applications Journal (SOCA), 8(1):73--89, March 2014, Springer-Verlag. [ bib | pdf | DOI ]
    [2] Fabian Gorsler, Fabian Brosig, and Samuel Kounev. Performance Queries for Architecture-Level Performance Models. In Proceedings of the 5th ACM/SPEC International Conference on Performance Engineering (ICPE 2014), Dublin, Ireland, March 2014. ACM, New York, NY, USA. March 2014, Acceptance Rate (Full Paper): 14/56 = 25%. [ bib | pdf | DOI ]
    [1] Rouven Krebs, Christof Momm, and Samuel Kounev. Metrics and Techniques for Quantifying Performance Isolation in Cloud Environments. Elsevier Science of Computer Programming Journal (SciCo), Vol. 90, Part B:116--134, February 2014, Elsevier B.V. [ bib | pdf ]

    2013

    [34] Fabian Gorsler, Fabian Brosig, and Samuel Kounev. Controlling the palladio bench using the descartes query language. In Proceedings of the Symposium on Software Performance: Joint Kieker/Palladio Days (KPDAYS 2013), Steffen Becker, Wilhelm Hasselbring, André van Hoorn, and Ralf Reussner, editors, November 2013, number 1083, pages 109--118. CEUR-WS.org, Aachen, Germany. November 2013. [ bib | abstract | pdf | http ]
    [33] Jürgen Walter. Parallel Simulation of Queueing Petri Net Models. Master thesis, Karlsruhe Institute of Technology (KIT), Am Fasanengarten 5, 76131 Karlsruhe, Germany, October 2013. [ bib | abstract | pdf ]
    [32] Piotr Rygielski, Samuel Kounev, and Steffen Zschaler. Model-Based Throughput Prediction in Data Center Networks. In Proceedings of the 2nd IEEE International Workshop on Measurements and Networking (M&N 2013), Naples, Italy, October 7--8, 2013, pages 167--172. [ bib | abstract | pdf ]
    [31] Robert Vaupel, Qais Noorshams, Samuel Kounev, and Ralf Reussner. Using Queuing Models for Large System Migration Scenarios -- An Industrial Case Study with IBM System z. In Computer Performance Engineering, Proceedings of the 10th European Performance Engineering Workshop (EPEW 2013), Venice, Italy, Maria Simonetta Balsamo, William J. Knottenbelt, and Andrea Marin, editors, volume 8168 of Lecture Notes in Computer Science (LNCS), pages 263--275. Springer Berlin Heidelberg, September 2013. [ bib | pdf | DOI | http ]
    [30] Simon Spinner, Samuel Kounev, Xiaoyun Zhu, and Mustafa Uysal. Towards Online Performance Model Extraction in Virtualized Environments (position paper). 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), Nelly Bencomo, Robert France, Sebastian Götz, and Bernhard Rumpe, editors, Miami, Florida, USA, Sept 29, 2013, pages 89--95. CEUR-WS. Sept 2013. [ bib | abstract | pdf | http ]
    [29] Fabian Brosig, Fabian Gorsler, Nikolaus Huber, and Samuel Kounev. Evaluating Approaches for Performance Prediction in Virtualized Environments (Short Paper). In Proceedings of the IEEE 21st International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems (MASCOTS 2013), San Francisco, USA, August 14--16, 2013. [ bib | pdf ]
    [28] Qais Noorshams, Samuel Kounev, and Ralf Reussner. Experimental Evaluation of the Performance-Influencing Factors of Virtualized Storage Systems. In Computer Performance Engineering. 9th European Performance Engineering Workshop (EPEW 2012), Munich, Germany, July 30, 2012, and 28th UK Performance Engineering Workshop (UKPEW 2012), Edinburgh, UK, July 2, 2012, Revised Selected Papers, Mirco Tribastone, and Stephen Gilmore, editors, volume 7587 of Lecture Notes in Computer Science (LNCS), pages 63--79. Springer Berlin Heidelberg, July 2013. [ bib | pdf | DOI | http ]
    [27] Rouven Krebs, Alexander Wert, and Samuel Kounev. Multi-Tenancy Performance Benchmark for Web Application Platforms industrial track. In Proceedings of the 13th International Conference on Web Engineering (ICWE 2013), Aalborg, Denmark, July 8--12, 2013. Aalborg University, Denmark, Springer-Verlag. July 2013. [ bib | pdf ]
    [26] Samuel Kounev, Kai Sachs, and Piotr Rygielski. SPEC Research Group Newsletter, vol. 1 no. 2, June 2013. Published by Standard Performance Evaluation Corporation (SPEC). [ bib | pdf | http ]
    [25] Aleksandar Milenkoski, Samuel Kounev, Alberto Avritzer, Nuno Antunes, and Marco Vieira. On Benchmarking Intrusion Detection Systems in Virtualized Environments. Technical Report SPEC-RG-2013-002 v.1.0, SPEC Research Group - IDS Benchmarking Working Group, Standard Performance Evaluation Corporation (SPEC), 7001 Heritage Village Plaza Suite 225, Gainesville, VA 20155, USA, June 2013. [ bib | abstract | pdf ]
    [24] Nikolas Roman Herbst, Samuel Kounev, and Ralf Reussner. Elasticity in Cloud Computing: What it is, and What it is Not (Short Paper). In Proceedings of the 10th International Conference on Autonomic Computing (ICAC 2013), San Jose, CA, June 24--28, 2013. USENIX. June 2013, Acceptance Rate (Short Paper): 36.9%. [ bib | abstract | pdf | slides | http ]
    [23] Aleksandar Milenkoski, Alexandru Iosup, Samuel Kounev, Kai Sachs, Piotr Rygielski, Jason Ding, Walfredo Cirne, and Florian Rosenberg. Cloud Usage Patterns: A Formalism for Description of Cloud Usage Scenarios. Technical Report SPEC-RG-2013-001 v.1.0.1, SPEC Research Group - Cloud Working Group, Standard Performance Evaluation Corporation (SPEC), 7001 Heritage Village Plaza Suite 225, Gainesville, VA 20155, USA, May 2013. [ bib | abstract | pdf | http ]
    [22] Manuel Loesch, and Rouven Krebs. Conceptual Approach for Performance Isolation in Multi-Tenant Systems short paper. In Proceedings of the 3rd International Conference on Cloud Computing and Service Science (CLOSER 2013), Aachen, Germany, May 8--10, 2013. RWTH Aachen, Germany, SciTePress. May 2013. [ bib | pdf ]
    [21] Samuel Kounev, Christoph Rathfelder, and Benjamin Klatt. Modeling of Event-based Communication in Component-based Architectures: State-of-the-Art and Future Directions. Electronic Notes in Theoretical Computer Science (ENTCS), 295:3--9, May 2013, Elsevier Science Publishers B. V., Amsterdam, The Netherlands. [ bib | abstract | pdf | slides | http ]
    [20] Piotr Rygielski, Steffen Zschaler, and Samuel Kounev. A Meta-Model for Performance Modeling of Dynamic Virtualized Network Infrastructures (work-in-progress paper). In Proceedings of the 4th ACM/SPEC International Conference on Performance Engineering (ICPE 2013), Prague, Czech Republic, April 21--24, 2013, pages 327--330. ACM, New York, NY, USA. April 2013. [ bib | abstract | pdf | http ]
    [19] Samuel Kounev, Steffen Zschaler, and Kai Sachs, editors. Proceedings of the 2013 International Workshop on Hot Topics in Cloud Services (HotTopiCS 2013). ACM, April 2013. [ bib ]
    [18] Samuel Kounev, Stamatia Rizou, Steffen Zschaler, Spiros Alexakis, Tomas Bures, Jean-Marc Jézéquel, Dimitrios Kourtesis, and Stelios Pantelopoulos. RELATE: A Research Training Network on Engineering and Provisioning of Service-Based Cloud Applications. In International Workshop on Hot Topics in Cloud Services (HotTopiCS 2013), Prague, Czech Republic, April 20--21, 2013. [ bib ]
    [17] Nikolas Roman Herbst, Nikolaus Huber, Samuel Kounev, and Erich Amrehn. Self-Adaptive Workload Classification and Forecasting for Proactive Resource Provisioning. In Proceedings of the 4th ACM/SPEC International Conference on Performance Engineering (ICPE 2013), Prague, Czech Republic, April 21--24, 2013, pages 187--198. ACM, New York, NY, USA. April 2013. [ bib | abstract | pdf | slides | DOI | http ]
    [16] Christoph Rathfelder, Benjamin Klatt, Kai Sachs, and Samuel Kounev. Modeling event-based communication in component-based software architectures for performance predictions. Journal of Software and Systems Modeling (SoSyM), pages 1--27, March 2013, Springer Verlag. [ bib | pdf | DOI | http ]
    [15] Aleksandar Milenkoski, Bryan D. Payne, Nuno Antunes, Marco Vieira, and Samuel Kounev. HInjector: Injecting Hypercall Attacks for Evaluating VMI-based Intrusion Detection Systems (Poster Paper). In The 2013 Annual Computer Security Applications Conference (ACSAC 2013), New Orleans, Louisiana, USA, March 2013. Applied Computer Security Associates (ACSA), Maryland, USA. March 2013. [ bib | pdf ]
    [14] Piotr Rygielski, and Samuel Kounev. Network Virtualization for QoS-Aware Resource Management in Cloud Data Centers: A Survey. PIK --- Praxis der Informationsverarbeitung und Kommunikation, 36(1):55--64, February 2013, de Gruyter. [ bib | abstract | pdf | DOI | http ]
    [13] Christoph Rathfelder. Modelling Event-Based Interactions in Component-Based Architectures for Quantitative System Evaluation, volume 10 of The Karlsruhe Series on Software Design and Quality. KIT Scientific Publishing, Karlsruhe, Germany, 2013. [ bib | pdf | http ]
    [12] Philip-Daniel Beck, and Marco Nehmeier. Parallel Interval Newton Method on CUDA. In Applied Parallel and Scientific Computing, Pekka Manninen, and Per Öster, editors, volume 7782 of Lecture Notes in Computer Science, pages 454--464. Springer Berlin Heidelberg, 2013. [ bib | abstract | pdf | DOI | http ]
    [11] Oliver Heimlich, Marco Nehmeier, and Jürgen Wolff von Gudenberg. Variants of the general interval power function. Soft Computing, 17(8):1357--1366, 2013, Springer Berlin Heidelberg. [ bib | abstract | DOI | http ]
    [10] Michael Hauck, Michael Kuperberg, Nikolaus Huber, and Ralf Reussner. Deriving performance-relevant infrastructure properties through model-based experiments with ginpex. Software & Systems Modeling, pages 1--21, 2013, Springer-Verlag. [ bib | abstract | DOI | http ]
    [9] Kai Sachs, Samuel Kounev, and Alejandro Buchmann. Performance modeling and analysis of message-oriented event-driven systems. Journal of Software and Systems Modeling, 12(4):705--729, 2013, Springer-Verlag. [ bib | abstract | pdf | DOI ]
    [8] Qais Noorshams, Kiana Rostami, Samuel Kounev, Petr Tuma, and Ralf Reussner. I/O Performance Modeling of Virtualized Storage Systems. In Proceedings of the 21st IEEE International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems (MASCOTS 2013), San Francisco, USA, 2013, MASCOTS'13, pages 121--130. Acceptance Rate (Full Paper): 44/163 = 27%. [ bib | pdf | DOI | http ]
    [7] Qais Noorshams, Andreas Rentschler, Samuel Kounev, and Ralf Reussner. A Generic Approach for Architecture-level Performance Modeling and Prediction of Virtualized Storage Systems. In Proceedings of the ACM/SPEC International Conference on Performance Engineering, Prague, Czech Republic, 2013, ICPE '13, pages 339--342. ACM, New York, NY, USA. 2013. [ bib | pdf | DOI | http ]
    [6] Qais Noorshams, Dominik Bruhn, Samuel Kounev, and Ralf Reussner. Predictive Performance Modeling of Virtualized Storage Systems using Optimized Statistical Regression Techniques. In Proceedings of the ACM/SPEC International Conference on Performance Engineering (ICPE 2013), Prague, Czech Republic, 2013, ICPE'13, pages 283--294. ACM, New York, NY, USA. 2013. [ bib | pdf | DOI | http ]
    [5] Seyed Vahid Mohammadi, Samuel Kounev, Adriän Juan-Verdejo, and Bholanathsingh Surajbali. Soft Reservations: Uncertainty-Aware Resource Reservations in IaaS Environments. In Proceedings of the 3rd International Symposium on Business Modeling and Software Design (BMSD 2013), Noordwijkerhout, The Netherlands, 2013. [ bib | pdf ]
    [4] Rouven Krebs, and Arpit Mehta. A Feedback Controlled Scheduler for Performance Isolation in Multi-tenant Applications. In Proceedings of the 3rd IEEE International Conference on Cloud and Green Computing (CGC 2013), Karlsruhe, Germany, 2013. [ bib | pdf ]
    [3] Rouven Krebs, and Arpit Mehta. Application level based resource management in multi-tenant applications. US Patent Application No 14/079,289, 2013. [ bib ]
    [2] Arpit Mehta, and Rouven Krebs. Probabilistic tenant selection in quota enforcing request admission mechanisms for shared applications. US Patent Application No 13/904,729, 2013. [ bib ]
    [1] Rouven Krebs, and Arpit Mehta. Multi-stage feedback controller for prioritizing tenants for multi-tenant application. US Patent Application No 13/972,477, 2013. [ bib ]

    2012

    [25] Aleksandar Milenkoski, and Samuel Kounev. Towards Benchmarking Intrusion Detection Systems for Virtualized Cloud Environments (Work-in-Progress Paper). In Proceedings of the 7th International Conference for Internet Technology and Secured Transactions (ICITST 2012), London, United Kingdom, December 2012, pages 562--563. IEEE, New York, USA. December 2012. [ bib | abstract | pdf | http ]
    [24] Daniel Funke, Fabian Brosig, and Michael Faber. Towards Truthful Resource Reservation in Cloud Computing. In Proceedings of the 6th International ICST Conference on Performance Evaluation Methodologies and Tools (ValueTools 2012), Carg`ese, France, October 2012. [ bib | abstract | pdf ]
    [23] Dennis Westermann, Jens Happe, Rouven Krebs, and Roozbeh Farahbod. Automated inference of goal-oriented performance prediction functions. In Proceedings of the 27th IEEE/ACM International Conference On Automated Software Engineering (ASE 2012), Essen, Germany, September 3--7, 2012. [ bib ]
    [22] Samuel Kounev, Kai Sachs, and Piotr Rygielski. SPEC Research Group Newsletter, vol. 1 no. 1, September 2012. Published by Standard Performance Evaluation Corporation (SPEC). [ bib | pdf | http ]
    [21] Nikolaus Huber, André van Hoorn, Anne Koziolek, Fabian Brosig, and Samuel Kounev. S/T/A: Meta-Modeling Run-Time Adaptation in Component-Based System Architectures. In Proceedings of the 9th IEEE International Conference on e-Business Engineering (ICEBE 2012), Hangzhou, China, September 9--11, 2012, pages 70--77. IEEE Computer Society, Los Alamitos, CA, USA. September 2012, Acceptance Rate (Full Paper): 19.7% (26/132). [ bib | abstract | pdf | DOI | http ]
    [20] Christoph Rathfelder, Stefan Becker, Klaus Krogmann, and Ralf Reussner. Workload-aware system monitoring using performance predictions applied to a large-scale e-mail system. In Proceedings of the Joint 10th Working IEEE/IFIP Conference on Software Architecture (WICSA) & 6th European Conference on Software Architecture (ECSA), Helsinki, Finland, August 2012, pages 31--40. Acceptance Rate (Full Paper): 19.8%. [ bib | pdf | DOI | http ]
    [19] Simon Spinner, Samuel Kounev, and Philipp Meier. Stochastic Modeling and Analysis using QPME: Queueing Petri Net Modeling Environment v2.0. In Proceedings of the 33rd International Conference on Application and Theory of Petri Nets and Concurrency (Petri Nets 2012), Serge Haddad, and Lucia Pomello, editors, Hamburg, Germany, June 27--29, 2012, volume 7347 of Lecture Notes in Computer Science (LNCS), pages 388--397. Springer-Verlag, Berlin, Heidelberg. June 2012. [ bib | abstract | pdf | http ]
    [18] Rouven Krebs, Christof Momm, and Samuel Kounev. Metrics and Techniques for Quantifying Performance Isolation in Cloud Environments. In Proceedings of the 8th ACM SIGSOFT International Conference on the Quality of Software Architectures (QoSA 2012), Barbora Buhnova, and Antonio Vallecillo, editors, Bertinoro, Italy, June 25--28, 2012, pages 91--100. ACM Press, New York, USA. June 2012, Acceptance Rate (Full Paper): 25.6%. [ bib | pdf | http ]
    [17] Nikolaus Huber, Fabian Brosig, and Samuel Kounev. Modeling Dynamic Virtualized Resource Landscapes. In Proceedings of the 8th ACM SIGSOFT International Conference on the Quality of Software Architectures (QoSA 2012), Bertinoro, Italy, June 25--28, 2012, pages 81--90. ACM, New York, NY, USA. June 2012, Acceptance Rate (Full Paper): 25.6%. [ bib | abstract | pdf | DOI | http ]
    [16] Fabian Brosig, Nikolaus Huber, and Samuel Kounev. Modeling Parameter and Context Dependencies in Online Architecture-Level Performance Models. In Proceedings of the 15th ACM SIGSOFT International Symposium on Component Based Software Engineering (CBSE 2012), June 26--28, 2012, Bertinoro, Italy, June 2012. Acceptance Rate (Full Paper): 28.5%. [ bib | abstract | pdf | http ]
    [15] Rouven Krebs, Christof Momm, and Samuel Kounev. Architectural Concerns in Multi-Tenant SaaS Applications (Short Paper). In Proceedings of the 2nd International Conference on Cloud Computing and Services Science (CLOSER 2012), Setubal, Portugal, April 18--21, 2012. SciTePress. April 2012. [ bib | pdf ]
    [14] Samuel Kounev, Simon Spinner, and Philipp Meier. Introduction to queueing petri nets: Modeling formalism, tool support and case studies (tutorial paper). In Proceedings of the 3rd ACM/SPEC International Conference on Performance Engineering (ICPE 2012), Boston, USA, 22-25 April 2012, 4 2012, pages 9--18. ACM, New York, NY, USA. 4 2012. [ bib | abstract | pdf | DOI ]
    [13] Wolfgang Theilmann, Sergio Garcia Gomez, John Kennedy, Davide Lorenzoli, Christoph Rathfelder, Thomas Roeblitz, and Gabriele Zacco. A Framework for Multi-level SLA Management. In Handbook of Research on Service-Oriented Systems and Non-Functional Properties: Future Directions, Stephan Reiff-Marganiec, and Marcel Tilly, editors, pages 470--490. IGI Global, Hershey, PA, USA, 2012. [ bib | http ]
    [12] Marco Nehmeier. Interval arithmetic using expression templates, template meta programming and the upcoming C++ standard. Computing, 94(2-4):215--228, 2012, Springer Vienna. [ bib | abstract | DOI | http ]
    [11] Marco Nehmeier, Stefan Siegel, and Jürgen Wolff von Gudenberg. Parallel Detection of Interval Overlapping. In Applied Parallel and Scientific Computing, Kristjän Jönasson, editor, volume 7134 of Lecture Notes in Computer Science, pages 127--136. Springer Berlin Heidelberg, 2012. [ bib | abstract | pdf | DOI | http ]
    [10] Uwe Bawidamann, and Marco Nehmeier. Expression Templates and OpenCL. In Parallel Processing and Applied Mathematics, Roman Wyrzykowski, Jack Dongarra, Konrad Karczewski, and Jerzy Waśniewski, editors, volume 7204 of Lecture Notes in Computer Science, pages 71--80. Springer Berlin Heidelberg, 2012. [ bib | abstract | pdf | DOI | http ]
    [9] Marco Nehmeier. Generative Programming for Automatic Differentiation. In Recent Advances in Algorithmic Differentiation, Shaun Forth, Paul Hovland, Eric Phipps, Jean Utke, and Andrea Walther, editors, volume 87 of Lecture Notes in Computational Science and Engineering, pages 261--271. Springer Berlin Heidelberg, 2012. [ bib | abstract | DOI | http ]
    [8] Marco Nehmeier, Stefan Siegel, and Jürgen Wolff von Gudenberg. Specification of hardware for interval arithmetic. Computing, 94(2-4):243--255, 2012, Springer Vienna. [ bib | abstract | DOI | http ]
    [7] Marco Vieira, Henrique Madeira, Kai Sachs, and Samuel Kounev. Resilience Benchmarking. In Resilience Assessment and Evaluation of Computing Systems, K. Wolter, A. Avritzer, M. Vieira, and A. van Moorsel, editors, XVIII. Springer-Verlag, Berlin, Heidelberg, 2012. ISBN: 978-3-642-29031-2 [Titel anhand dieser ISBN in Citavi-Projekt übernehmen] . [ bib | pdf | http ]
    [6] Samuel Kounev, Philipp Reinecke, Fabian Brosig, Jeremy T. Bradley, Kaustubh Joshi, Vlastimil Babka, Anton Stefanek, and Stephen Gilmore. Providing dependability and resilience in the cloud: Challenges and opportunities. In Resilience Assessment and Evaluation of Computing Systems, K. Wolter, A. Avritzer, M. Vieira, and A. van Moorsel, editors, XVIII. Springer-Verlag, Berlin, Heidelberg, 2012. ISBN: 978-3-642-29031-2 [Titel anhand dieser ISBN in Citavi-Projekt übernehmen] . [ bib | abstract | pdf | http ]
    [5] Samuel Kounev, Nikolaus Huber, Simon Spinner, and Fabian Brosig. Model-based techniques for performance engineering of business information systems. In Business Modeling and Software Design, Boris Shishkov, editor, volume 0109 of Lecture Notes in Business Information Processing (LNBIP), pages 19--37. Springer-Verlag, Berlin, Heidelberg, 2012. [ bib | abstract | pdf | http ]
    [4] Nikolaus Huber, Marcel von Quast, Fabian Brosig, Michael Hauck, and Samuel Kounev. A Method for Experimental Analysis and Modeling of Virtualization Performance Overhead. In Cloud Computing and Services Science, Ivan Ivanov, Marten van Sinderen, and Boris Shishkov, editors, Service Science: Research and Innovations in the Service Economy, pages 353--370. Springer, New York, 2012. [ bib | pdf | DOI | http ]
    [3] Nikolaus Huber, Fabian Brosig, N. Dingle, K. Joshi, and Samuel Kounev. Providing Dependability and Performance in the Cloud: Case Studies. In Resilience Assessment and Evaluation of Computing Systems, K. Wolter, A. Avritzer, M. Vieira, and A. van Moorsel, editors, XVIII. Springer-Verlag, Berlin, Heidelberg, 2012. ISBN: 978-3-642-29031-2 [Titel anhand dieser ISBN in Citavi-Projekt übernehmen] . [ bib | pdf | http ]
    [2] Nikolas Roman Herbst. Workload Classification and Forecasting. Diploma Thesis, Karlsruhe Institute of Technology (KIT), Am Fasanengarten 5, 76131 Karlsruhe, Germany, 2012. Forschungszentrum Informatik (FZI) Prize "Best Diploma Thesis". [ bib | abstract | pdf ]
    [1] Katja Gilly, Fabian Brosig, Ramon Nou, Samuel Kounev, and Carlos Juiz. Online prediction: Four case studies. In Resilience Assessment and Evaluation of Computing Systems, K. Wolter, A. Avritzer, M. Vieira, and A. van Moorsel, editors, XVIII. Springer-Verlag, Berlin, Heidelberg, 2012. ISBN: 978-3-642-29031-2 [Titel anhand dieser ISBN in Citavi-Projekt übernehmen] . [ bib | abstract | pdf | http ]

    2011

    [29] Christoph Rathfelder, Benjamin Klatt, Franz Brosch, and Samuel Kounev. Performance Modeling for Quality of Service Prediction in Service-Oriented Systems. IGI Global, Hershey, PA, USA, December 2011. [ bib | abstract | DOI | http ]
    [28] Marco Nehmeier. Generative Programming for Automatic Differentiation in C++0x. Technical Report 483, Department of Computer Science, University of Würzburg, December 2011. [ bib | abstract | http ]
    [27] Benjamin Klatt, Franz Brosch, Zoya Durdik, and Christoph Rathfelder. Quality Prediction in Service Composition Frameworks. In 5th Workshop on Non-Functional Properties and SLA Management in Service-Oriented Computing (NFPSLAM-SOC 2011), Paphos, Cyprus, December 5--8, 2011. [ bib | abstract | pdf ]
    [26] Christoph Rathfelder, Samuel Kounev, and David Evans. Capacity Planning for Event-based Systems using Automated Performance Predictions. In 26th IEEE/ACM International Conference On Automated Software Engineering (ASE 2011), Oread, Lawrence, Kansas, November 6--12, 2011, pages 352--361. IEEE. November 2011, Acceptance Rate (Full Paper): 14.7% (37/252). [ bib | abstract | pdf ]
    [25] Fabian Brosig, Nikolaus Huber, and Samuel Kounev. Automated Extraction of Architecture-Level Performance Models of Distributed Component-Based Systems. In 26th IEEE/ACM International Conference On Automated Software Engineering (ASE 2011), November 2011. Oread, Lawrence, Kansas. Acceptance Rate (Full Paper): 14.7% (37/252). [ bib | abstract | pdf ]
    [24] Dennis Westermann, Rouven Krebs, and Jens Happe. Efficient Experiment Selection in Automated Software Performance Evaluations. In Proceedings of the Computer Performance Engineering - 8th European Performance Engineering Workshop (EPEW 2011), Borrowdale, UK, October 12--13, 2011, pages 325--339. Springer. October 2011. [ bib | pdf ]
    [23] Nigel Thomas, Jeremy Bradley, William Knottenbelt, Samuel Kounev, Nikolaus Huber, and Fabian Brosig, editors. Fifth International Workshop on the Practical Application of Stochastic Modelling (PASM), volume 275 of Electronic Notes in Theoretical Computer Science, Amsterdam, The Netherlands, September 2011. Elsevier Science Publishers B. V. [ bib | DOI ]
    [22] Simon Spinner. Evaluating Approaches to Resource Demand Estimation. Master's thesis, Karlsruhe Institute of Technology (KIT), Am Fasanengarten 5, 76131 Karlsruhe, Germany, 7 2011. Best Graduate Award from the Faculty of Informatics. [ bib | abstract | pdf ]
    [21] Samuel Kounev. Performance Engineering of Business Information Systems - Filling the Gap between High-level Business Services and Low-level Performance Models. In International Symposium on Business Modeling and Software Design (BMSD 2011), Sofia, Bulgaria, July 27--28, 2011, July 2011. [ bib | pdf ]
    [20] Christoph Rathfelder, and Benjamin Klatt. Palladio workbench: A quality-prediction tool for component-based architectures. In Proceedings of the 2011 Ninth Working IEEE/IFIP Conference on Software Architecture (WICSA 2011), Boulder, Colorado, USA, June 20--24, 2011, pages 347--350. IEEE Computer Society, Washington, DC, USA. June 2011. [ bib | abstract | pdf | DOI | http ]
    [19] Michael Hauck, Michael Kuperberg, Nikolaus Huber, and Ralf Reussner. Ginpex: Deriving Performance-relevant Infrastructure Properties Through Goal-oriented Experiments. In Proceedings of the 7th ACM SIGSOFT International Conference on the Quality of Software Architectures (QoSA 2011), June 20--24, 2011, pages 53--62. ACM, New York, NY, USA. June 2011. [ bib | pdf | DOI ]
    [18] Samuel Kounev, Fabian Brosig, and Nikolaus Huber. Self-Aware QoS Management in Virtualized Infrastructures (Poster Paper). In 8th International Conference on Autonomic Computing (ICAC 2011), Karlsruhe, Germany, June 14--18, 2011. [ bib | abstract | pdf ]
    [17] Benjamin Klatt, Christoph Rathfelder, and Samuel Kounev. Integration of event-based communication in the palladio software quality prediction framework. 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), Boulder, Colorado, USA, June 20--24, 2011, pages 43--52. SIGSOFT, ACM, New York, NY, USA. June 2011. [ bib | abstract | pdf | DOI | http ]
    [16] Samuel Kounev, Simon Spinner, and Jürgen Walter. QPME 2.0 User's Guide. Karlsruhe Institute of Technology, Am Fasanengarten 5, 76131 Karlsruhe, Germany, 5 2011. [ bib | pdf ]
    [15] Nikolaus Huber, Marcel von Quast, Michael Hauck, and Samuel Kounev. Evaluating and Modeling Virtualization Performance Overhead for Cloud Environments. In Proceedings of the 1st International Conference on Cloud Computing and Services Science (CLOSER 2011), Noordwijkerhout, The Netherlands, May 7--9, 2011, pages 563 -- 573. SciTePress. May 2011, Acceptance Rate: 18/164 = 10.9%, Best Paper Award. [ bib | abstract | pdf ]
    [14] Nikolaus Huber, Fabian Brosig, and Samuel Kounev. Model-based Self-Adaptive Resource Allocation in Virtualized Environments. In 6th International Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS 2011), Waikiki, Honolulu, HI, USA, May 23--24, 2011, pages 90--99. ACM, New York, NY, USA. May 2011, Acceptance Rate (Full Paper): 27% (21/76). [ bib | abstract | pdf | DOI | http ]
    [13] Samuel Kounev, Konstantin Bender, Fabian Brosig, Nikolaus Huber, and Russell Okamoto. Automated simulation-based capacity planning for enterprise data fabrics. In 4th International ICST Conference on Simulation Tools and Techniques (SIMUtools 2011), March 21--25, 2011, Barcelona, Spain, March 2011. Acceptance Rate (Full Paper): 29.8% (23/77), ICST Best Paper Award. [ bib | pdf ]
    [12] Samuel Kounev, Vittorio Cortellessa, Raffaela Mirandola, and David J. Lilja, editors. ICPE'11 - 2nd Joint ACM/SPEC International Conference on Performance Engineering, Karlsruhe, Germany, March 14--16, 2011, New York, NY, USA, March 2011. ACM. [ bib ]
    [11] Christof Momm, and Rouven Krebs. A Qualitative Discussion of Different Approaches for Implementing Multi-Tenant SaaS Offerings (Short Paper). In Proceedings of the Software Engineering 2011 -- Workshopband (ESoSyM-2011), Ralf Reussner, and Stefan Pretschner, Alexander amd Jähnichen, editors, Karlsruhe, Germany, February 21, 2011, pages 139--150. Fachgruppe OOSE der Gesellschaft für Informatik und ihrer Arbeitskreise, Bonner Köllen Verlag, Bonn-Buschdorf, Germany. February 2011. [ bib | pdf ]
    [10] Fabian Brosig. Online performance prediction with architecture-level performance models. In Software Engineering (Workshops) - Doctoral Symposium, February 21--25, 2011, Ralf Reussner, Alexander Pretschner, and Stefan Jähnichen, editors, February 2011, volume 184 of Lecture Notes in Informatics (LNI), pages 279--284. GI, Bonn, Germany. February 2011. [ bib | abstract | pdf ]
    [9] Christoph Rathfelder, Benjamin Klatt, and Giovanni Falcone. The open reference case a reference use case for the sla@soi framework. In Service Level Agreements for Cloud Computing, Philipp Wieder, Joe M. Butler, Wolfgang Theilmann, and Ramin Yahyapour, editors, pages 27--40. Springer, New York, 2011. [ bib | http ]
    [8] Marco Nehmeier, and Jürgen Wolff von Gudenberg. Interval Comparisons and Lattice Operations based on the Interval Overlapping Relation. In Proceedings of the World Conference on Soft Computing 2011 (WConSC'11), 2011. San Francisco, CA, USA. [ bib | abstract | http ]
    [7] Marco Nehmeier, and Jürgen Wolff von Gudenberg. filib++, Expression Templates and the Coming Interval Standard. Reliable Computing, 15(4):312--320, 2011. [ bib | abstract | http ]
    [6] Philipp Meier, Samuel Kounev, and Heiko Koziolek. Automated transformation of component-based software architecture models to queueing petri nets. In 19th IEEE/ACM International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems (MASCOTS 2011), Singapore, July 25--27, 2011. [ bib | pdf ]
    [5] Michael Kuperberg, Nikolas Roman Herbst, Jóakim Gunnarsson von Kistowski, and Ralf Reussner. Defining and Quantifying Elasticity of Resources in Cloud Computing and Scalable Platforms. Technical report, Karlsruhe Institute of Technology (KIT), Am Fasanengarten 5, 76131 Karlsruhe, Germany, 2011. [ bib | abstract | pdf | http ]
    [4] Samuel Kounev. Self-Aware Software and Systems Engineering: A Vision and Research Roadmap. In GI Softwaretechnik-Trends, 31(4), November 2011, ISSN 0720-8928, 2011. Karlsruhe, Germany. [ bib | pdf | http ]
    [3] Samuel Kounev. Engineering of Self-Aware IT Systems and Services: State-of-the-Art and Research Challenges. 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). [ bib | pdf ]
    [2] Jóakim von Kistowski. Defining and Measuring Workloads for Elasticity Benchmarking. Bachelor Thesis, Karlsruhe Institute of Technology (KIT), Am Fasanengarten 5, 76131 Karlsruhe, Germany, 2011. [ bib ]
    [1] Nikolas Roman Herbst. Quantifying the Impact of Configuration Space for Elasticity Benchmarking. Study Thesis, Karlsruhe Institute of Technology (KIT), Am Fasanengarten 5, 76131 Karlsruhe, Germany, 2011. [ bib | abstract | pdf ]

    2010

    [18] Marco Comuzzi, Constantinos Kotsokalis, Christoph Rathfelder, Wolfgang Theilmann, Ulrich Winkler, and Gabriele Zacco. A framework for multi-level sla management. In Service-Oriented Computing. ICSOC/ServiceWave 2009 Workshops, Asit Dan, Frédéric Gittler, and Farouk Toumani, editors, Stockholm, Sweden, November 23--27, 2010, volume 6275 of Lecture Notes in Computer Science, pages 187--196. Springer, Berlin, Heidelberg. November 2010. [ bib | abstract | pdf | DOI | http ]
    [17] Rouven Krebs. Combination of measurement and model based approaches for performance prediction in service oriented systems. Master's thesis, University of Applied Sciences Karlsruhe, Moltkestr. 30, 76133 Karlsruhe, Germany, October 2010. [ bib ]
    [16] Nikolaus Huber, Marcel von Quast, Fabian Brosig, and Samuel Kounev. Analysis of the Performance-Influencing Factors of Virtualization Platforms. In The 12th International Symposium on Distributed Objects, Middleware, and Applications (DOA 2010), Crete, Greece, October 26, 2010. Springer Verlag, Crete, Greece. October 2010, Acceptance Rate (Full Paper): 33%. [ bib | abstract | pdf ]
    [15] Christoph Rathfelder, David Evans, and Samuel Kounev. Predictive Modelling of Peer-to-Peer Event-driven Communication in Component-based Systems. In Proceedings of the 7th European Performance Engineering Workshop (EPEW 2010), Alessandro Aldini, Marco Bernardo, Luciano Bononi, and Vittorio Cortellessa, editors, Bertinoro, Italy, September 23--24, 2010, volume 6342 of Lecture Notes in Computer Science (LNCS), pages 219--235. Springer-Verlag, Berlin, Heidelberg. September 2010. [ bib | abstract | pdf ]
    [14] Marco Nehmeier, and Jürgen Wolff von Gudenberg. Interval Comparisons and Lattice Operations based on the Interval Overlapping Relation. Technical Report 476, Department of Computer Science, University of Würzburg, September 2010. [ bib | abstract | pdf ]
    [13] Jens Happe, Steffen Becker, Christoph Rathfelder, Holger Friedrich, and Ralf H. Reussner. Parametric Performance Completions for Model-Driven Performance Prediction. Performance Evaluation (PE), 67(8):694--716, August 2010, Elsevier. [ bib | abstract | pdf | DOI | http ]
    [12] Christoph Rathfelder, Benjamin Klatt, Samuel Kounev, and David Evans. Towards Middleware-Aware Integration of Event-based Communication into the Palladio Component Model (Poster Paper). In Proceedings of the Fourth ACM International Conference on Distributed Event-Based Systems (DEBS 2010), Cambridge, United Kingdom, July 12--15, 2010, pages 97--98. ACM, New York, NY, USA. July 2010. [ bib | abstract | pdf | DOI | http ]
    [11] Victor Pankratius, and Samuel Kounev, editors. Emerging Research Directions in Computer Science. Contributions from the Young Informatics Faculty in Karlsruhe, Karlsruhe, Germany, July 2010. KIT Scientific Publishing. ISBN: 978-3-86644-508-6 [Titel anhand dieser ISBN in Citavi-Projekt übernehmen] . [ bib | http ]
    [10] Samuel Kounev, Fabian Brosig, Nikolaus Huber, and Ralf Reussner. Towards self-aware performance and resource management in modern service-oriented systems. In Proceedings of the 7th IEEE International Conference on Services Computing (SCC 2010), July 5-10, Miami, Florida, USA, Miami, Florida, USA, July 5--10, 2010. IEEE Computer Society. July 2010. [ bib | abstract | pdf ]
    [9] Samuel Kounev. Engineering of Next Generation Self-Aware Software Systems: A Research Roadmap. In Emerging Research Directions in Computer Science. Contributions from the Young Informatics Faculty in Karlsruhe. KIT Scientific Publishing, Karlsruhe, Germany, July 2010. [ bib | pdf | http ]
    [8] Nikolaus Huber, Steffen Becker, Christoph Rathfelder, Jochen Schweflinghaus, and Ralf Reussner. Performance Modeling in Industry: A Case Study on Storage Virtualization. In ACM/IEEE 32nd International Conference on Software Engineering (ICSE 2010), Software Engineering in Practice Track, Cape Town, South Africa, May 2--8, 2010, pages 1--10. ACM, New York, NY, USA. May 2010, Acceptance Rate (Full Paper): 23% (16/71). [ bib | abstract | pdf | slides | DOI ]
    [7] Kai Sachs, Stefan Appel, Samuel Kounev, and Alejandro Buchmann. Benchmarking Publish/Subscribe-based Messaging Systems. In Proc. of 2nd International Workshop on Benchmarking of Database Management Systems and Data-Oriented Web Technologies (BenchmarX'10)., Martin Necasky, and Eric Pardede, editors, April 2010, volume 6193 of Lecture Notes in Computer Science (LNCS). Springer. April 2010. [ bib | pdf ]
    [6] Rouven Krebs, and Christian Hochwarth. Method and system for managing learning materials presented offline. Patent US8644755, April 2010. [ bib ]
    [5] Thomas Schuster, Christoph Rathfelder, Nelly Schuster, and Jens Nimis. Comprehensive tool support for iterative soa evolution. In Proceedings of the International Workshop on SOA Migration and Evolution 2010 (SOAME 2010) as part of the 14th European Conference on Software Maintenance and Reengineering (CSMR 2010), March 15, 2010, pages 1--10. [ bib | abstract | pdf ]
    [4] Rouven Krebs. Method and system for for an adaptive learning strategy. Patent US8108327, March 2010. [ bib ]
    [3] Michael Hauck, Matthias Huber, Markus Klems, Samuel Kounev, Jörn Müller-Quade, Alexander Pretschner, Ralf Reussner, and Stefan Tai. Challenges and Opportunities of Cloud Computing -- Trade-off Decisions in Cloud Computing Architecture. Technical Report 2010-19, Karlsruhe Institue of Technology, Faculty of Informatics, 2010. [ bib | http ]
    [2] Arnd Schröter, Gero Mühl, Samuel Kounev, Helge Parzyjegla, and Jan Richling. Stochastic Performance Analysis and Capacity Planning of Publish/Subscribe Systems. In 4th ACM International Conference on Distributed Event-Based Systems (DEBS 2010), July 12-15, Cambridge, United Kingdom, 2010. ACM, New York, USA. 2010, Acceptance Rate: 25%. [ bib | pdf ]
    [1] Samuel Kounev, Simon Spinner, and Philipp Meier. QPME 2.0 - A Tool for Stochastic Modeling and Analysis Using Queueing Petri Nets. In From Active Data Management to Event-Based Systems and More, Kai Sachs, Ilia Petrov, and Pablo Guerrero, editors, volume 6462 of Lecture Notes in Computer Science, pages 293--311. Springer-Verlag, Berlin, Heidelberg, 2010. [ bib | DOI ]

    2009

    [17] Christoph Rathfelder, and Henning Groenda. The Architecture Documentation Maturity Model ADM2. In Proceedings of the 3rd Workshop MDD, SOA und IT-Management (MSI 2009), Oldenburg, Germany, October 6--7, 2009, pages 65--80. GiTO-Verlag, Berlin, Germany. October 2009. [ bib | abstract | pdf ]
    [16] Samuel Kounev, and Kai Sachs. Benchmarking and Performance Modeling of Event-Based Systems. it - Information Technology, 51(5):262--269, October 2009, Oldenbourg Wissenschaftsverlag, Munich, Germany. [ bib | abstract | pdf | DOI ]
    [15] Fabian Brosig, Samuel Kounev, and Klaus Krogmann. Automated Extraction of Palladio Component Models from Running Enterprise Java Applications. 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., October 2009. ACM, New York, NY, USA. October 2009. [ bib | abstract | pdf ]
    [14] Fabian Brosig, Samuel Kounev, and Charles Paclat. Using WebLogic Diagnostics Framework to Enable Performance Prediction for Java EE Applications. Oracle Technology Network (OTN) Article, September 2009. [ bib | abstract | http ]
    [13] Christoph Rathfelder, and Samuel Kounev. Modeling Event-Driven Service-Oriented Systems using the Palladio Component Model. In Proceedings of the 1st International Workshop on the Quality of Service-Oriented Software Systems (QUASOSS 2009), Amsterdam, The Netherlands, August 24--28, 2009, pages 33--38. ACM, New York, USA. August 2009. [ bib | abstract | pdf | DOI ]
    [12] Kai Sachs, Samuel Kounev, Jean Bacon, and Alejandro Buchmann. Performance evaluation of message-oriented middleware using the SPECjms2007 benchmark. Performance Evaluation, 66(8):410--434, August 2009, Elsevier Science Publishers B. V., Amsterdam, The Netherlands. [ bib | abstract | pdf | DOI | http ]
    [11] Christoph Rathfelder, and Samuel Kounev. Model-Based Performance Prediction for Event-Driven Systems (Extended Abstract). In Proceedings of the Third ACM International Conference on Distributed Event-Based Systems (DEBS 2009), Nashville, Tennessee, July 6--9, 2009, pages 33:1--33:2. ACM, New York, NY, USA. July 2009. [ bib | abstract | pdf | DOI | http ]
    [10] Kai Sachs, Samuel Kounev, Stefan Appel, and Alejandro Buchmann. Benchmarking of Message-Oriented Middleware (Poster Paper). In Proceedings of the 3rd ACM International Conference on Distributed Event-Based Systems (DEBS-2009), Nashville, TN, USA, July 6-9, 2009, July 2009. ACM, New York, NY, USA. July 2009. [ bib | abstract | pdf | http ]
    [9] Fabian Brosig. Automated Extraction of Palladio Component Models from Running Enterprise Java Applications. Master's thesis, Universität Karlsruhe (TH), Karlsruhe, Germany, June 2009. FZI Prize "Best Diploma Thesis". [ bib | pdf ]
    [8] Kai Sachs, Samuel Kounev, Stefan Appel, and Alejandro Buchmann. A Performance Test Harness For Publish/Subscribe Middleware (Demo Paper). In SIGMETRICS/Performance 2009 International Conference, Seattle, WA, USA, June 15--19, 2009, June 2009. [ bib | abstract | pdf | http ]
    [7] Nikolaus Huber. Performance Modeling of Storage Virtualization. Master's thesis, Universität Karlsruhe (TH), Karlsruhe, Germany, April 2009. GFFT Prize. [ bib | pdf ]
    [6] Henning Groenda, Christoph Rathfelder, and Ralph Mueller. Best of Eclipse DemoCamps - Ein Erfahrungsbericht vom dritten Karlsruher Eclipse DemoCamp. Eclipse Magazine, 3:8--10, March 2009. [ bib ]
    [5] Ramon Nou, Samuel Kounev, Ferran Julia, and Jordi Torres. Autonomic QoS control in enterprise Grid environments using online simulation. Journal of Systems and Software, 82(3):486--502, March 2009, Elsevier Science Publishers B. V., Amsterdam, The Netherlands. [ bib | abstract | pdf | DOI ]
    [4] Samuel Kounev, and Christofer Dutz. QPME - A Performance Modeling Tool Based on Queueing Petri Nets. ACM SIGMETRICS Performance Evaluation Review (PER), Special Issue on Tools for Computer Performance Modeling and Reliability Analysis, 36:46--51, 3 2009, ACM. [ bib | abstract | pdf ]
    [3] Samuel Kounev. Software Performance Evaluation. In Wiley Encyclopedia of Computer Science and Engineering, edited by Benjamin W. Wah. Wiley-Interscience, John Wiley & Sons Inc., January 2009. [ bib | abstract | pdf | http ]
    [2] Marco Nehmeier. Effiziente Intervallarithmetik mit C++. Diplomarbeit, Lehrstuhl für Informatik 2, Universität Würzburg, 2009. [ bib | abstract | http ]
    [1] Gero Mühl, Arnd Schröter, Helge Parzyjegla, Samuel Kounev, and Jan Richling. Stochastic Analysis of Hierarchical Publish/Subscribe Systems. 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. 2009, Acceptance Rate (Full Paper): 33%. [ bib | abstract | pdf | http ]

    2008

    [12] Christoph Rathfelder, and Henning Groenda. Towards an Architecture Maintainability Maturity Model (AM3). Softwaretechnik-Trends, 28(4):3--7, November 2008, GI (Gesellschaft fuer Informatik), Bonn, Germany. [ bib | pdf ]
    [11] Christoph Rathfelder, Henning Groenda, and Ralf Reussner. Software Industrialization and Architecture Certification. In Industrialisierung des Software-Managements: Fachtagung des GI-Fachausschusses Management der Anwendungsentwicklung und -Wartung im Fachbereich Wirtschaftsinformatik (WI-MAW), Georg Herzwurm, and Martin Mikusz, editors, volume 139 of Lecture Notes in Informatics (LNI), pages 169--180. November 2008. [ bib ]
    [10] Christof Momm, and Christoph Rathfelder. Model-based Management of Web Service Compositions in Service-Oriented Architectures. In MDD, SOA und IT-Management (MSI 2008), Ulrike Steffens, Jan Stefan Addicks, and Niels Streekmann, editors, Oldenburg, Germany, September 24, 2008, pages 25--40. GITO-Verlag, Berlin, Germany. September 2008. [ bib | abstract | pdf ]
    [9] Christoph Rathfelder, and Henning Groenda. iSOAMM: An independent SOA Maturity Model. In Proceedings of the 8th IFIP International Conference on Distributed Applications and Interoperable Systems (DAIS 2008), Olso, Norway, June 4--6, 2008, volume 5053/2008 of Lecture Notes in Computer Science (LNCS), pages 1--15. Springer-Verlag, Berlin, Heidelberg. June 2008. [ bib | abstract | pdf | http ]
    [8] Samuel Kounev, Ian Gorton, and Kai Sachs, editors. Performance Evaluation: Metrics, Models and Benchmarks, Proceedings of the 2008 SPEC International Performance Evaluation Workshop (SIPEW 2008), Darmstadt, Germany, June 27-28, volume 5119 of Lecture Notes in Computer Science (LNCS), Heidelberg, Germany, June 2008. Springer. [ bib | abstract | http ]
    [7] Christof Momm, Christoph Rathfelder, Ignacio Pérez Hallerbach, and Sebastian Abeck. Manageability Design for an Autonomic Management of Semi-Dynamic Web Service Compositions. In Proceedings of the Network Operations and Management Symposium (NOMS 2008), Salvador, Bahia, Brazil, April 7--11, 2008, pages 839--842. IEEE. April 2008. [ bib | abstract | pdf | DOI ]
    [6] Samuel Kounev, and Kai Sachs. SPECjms2007: A Novel Benchmark and Performance Analysis Framework for Message-Oriented Middleware. DEV2DEV Article, O'Reilly Publishing Group, March 2008. [ bib | http ]
    [5] Samuel Kounev, and Kai Sachs. Kaffeekunde - SPECjms misst Message-oriented Middleware. iX Magazin, Heft 02/2008, Heise Zeitschriften Verlag, 2008. [ bib | http ]
    [4] Samuel Kounev. QPME (Queueing Petri net Modeling Environment) Homepage. Online, http://descartes.ipd.kit.edu/projects/QPME, 2008. [ bib | http ]
    [3] Franz Brosch, Thomas Goldschmidt, Henning Groenda, Lucia Kapova, Klaus Krogmann, Michael Kuperberg, Anne Martens, Christoph Rathfelder, Ralf Reussner, and Johannes Stammel. Software-industrialisierung. Interner bericht, Universität Karlsruhe, Fakultät für Informatik, Institut für Programmstrukturen und Datenorganisation, Karlsruhe, 2008. [ bib | abstract | http ]
    [2] Jakob Blomer, Fabian Brosig, Andreas Kreidler, Jens Küttel, Achim Kuwertz, Grischa Liebel, Daniel Popovic, Michael Stübs, Alexander M. Turek, Christian Vogel, Thomas Weinstein, and Thomas Wurth. Software Zertifizierung. Technical Report 4/2008, Universität Karlsruhe, Fakultät für Informatik, 2008. [ bib | abstract ]
    [1] Samuel Kounev, Kai Sachs, Jean Bacon, and Alejandro Buchmann. A Methodology for Performance Modeling of Distributed Event-Based Systems. 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, pages 13--22. IEEE Computer Society, Washington, DC, USA. 2008, Acceptance Rate (Full Paper): 30%, Best-Paper-Award-Nomination. [ bib | abstract | pdf | DOI ]

    2007

    [14] Christoph Rathfelder, and Henning Groenda. Geschäftsprozessorientierte Kategorisierung von SOA. In 2. Workshop Bewertungsaspekte serviceorientierter Architekturen, Karlsruhe, Germany, November 13, 2007, pages 11--22. SHAKER Verlag. November 2007. [ bib | abstract | pdf ]
    [13] SPEC. SPECjms2007 - First industry-standard benchmark for enterprise messaging servers (JMS 1.1). Standard Performance Evaluation Corporation, October 2007. SPECtacular Performance Award. [ bib | http ]
    [12] Kai Sachs, Samuel Kounev, Jean Bacon, and Alejandro Buchmann. Workload Characterization of the SPECjms2007 Benchmark. 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, Katinka Wolter, editor, September 2007, volume 4748 of Lecture Notes in Computer Science (LNCS), pages 228--244. Springer Verlag, Heidelberg, Germany. September 2007. [ bib | abstract | pdf | DOI | http ]
    [11] Ramon Nou, Samuel Kounev, and Jordi Torres. Building Online Performance Models of Grid Middleware with Fine-Grained Load-Balancing: A Globus Toolkit Case Study. 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, Katinka Wolter, editor, 9 2007, number 4748 in Lecture Notes in Computer Science, pages 125--140. Springer, Heidelberg, Germany. 9 2007. [ bib | abstract | pdf | DOI ]
    [10] Christof Momm, Christian Mayerl, Christoph Rathfelder, and Sebastian Abeck. A Manageability Infrastructure for the Monitoring of Web Service. In Proceedings of the 14th Annual Workshop of HP Software University Association, H. -G. Hegering, H. Reiser, M. Schiffers, and Th. Nebe, editors, Leibniz Computing Center and Munich Network Management Team, Germany, July 8--11, 2007, pages 103--114. Infonomies Consulting, Stuttgart, Germany. July 2007. [ bib | abstract | pdf ]
    [9] Ramon Nou, and Samuel Kounev. Preliminary Analysis of Globus Toolkit 4 to Create Prediction Models. Technical Report UPC-DAC-RR-2007-37, Computer Architecture Department, Technical University of Catalonia (UPC), Spain, 7 2007. [ bib ]
    [8] Peter Pietzuch, David Eyers, Samuel Kounev, and Brian Shand. Towards a Common API for Publish/Subscribe. In Proceedings of the 2007 Inaugural International Conference on Distributed Event-Based Systems (DEBS 2007), Toronto, Canada, June 20-22, 2007, Hans-Arno Jacobsen, Gero Mühl, and Michael A. Jaeger, editors, June 2007, volume 233 of ACM International Conference Proceeding Series, pages 152--157. ACM, New York, NY, USA. June 2007. [ bib | abstract | pdf | DOI | http ]
    [7] Christoph Rathfelder. Management in serviceorientierten Architekturen: Eine Managementinfrastruktur für die Überwachung komponierter Webservices. VDM Verlag Dr. Müller, Saarbrücken, Germany, April 2007. [ bib ]
    [6] Samuel Kounev, Ramon Nou, and Jordi Torres. Using QPN models for QoS Control in Grid Middleware. Technical Report UPC-DAC-RR-CAP-2007-4, Computer Architecture Department, Technical University of Catalonia (UPC), Spain, April 2007. [ bib ]
    [5] Samuel Kounev, and Alejandro Buchmann. Petri Net, Theory and Application, chapter On the Use of Queueing Petri Nets for Modeling and Performance Analysis of Distributed Systems, Vedran Kordic, editor. Advanced Robotic Systems International, I-Tech Education and Publishing, Vienna, Austria, 2 2007. [ bib | abstract | pdf ]
    [4] Kai Sachs, Samuel Kounev, Marc Carter, and Alejandro Buchmann. Designing a Workload Scenario for Benchmarking Message-Oriented Middleware. In Proceedings of the 2007 SPEC Benchmark Workshop, Austin, Texas, January 21, 2007, January 2007. SPEC. January 2007. [ bib | abstract | pdf | http ]
    [3] Samuel Kounev, and Christofer Dutz. QPME 1.0 User's Guide. Technische Universität Darmstadt, Darmstadt, Germany, January 2007. [ bib | abstract | pdf ]
    [2] Christoph Rathfelder. Eine Managementinfrastruktur für die Überwachung komponierter Webservices. Master's thesis, Universität Karlsruhe (TH), Karlsruhe, 2007. [ bib ]
    [1] Samuel Kounev, Ramon Nou, and Jordi Torres. Autonomic QoS-Aware Resource Management in Grid Computing using Online Performance Models. In Proceedings of the Second International Conference on Performance Evaluation Methodologies and Tools (VALUETOOLS 2007), Nantes, France, October 23-25, 2007, 2007, pages 1--10. ICST, Brussels, Belgium. 2007. [ bib | abstract | pdf | DOI ]

    2006

    [8] Samuel Kounev, Christofer Dutz, and Alejandro Buchmann. QPME - Queueing Petri Net Modeling Environment. In Proceedings of the 3rd International Conference on Quantitative Evaluation of SysTems (QEST 2006), Riverside, California, USA, September 11-14, 2006, 9 2006, pages 115--116. IEEE Computer Society, Washington, DC, USA. 9 2006. [ bib | abstract | pdf | DOI ]
    [7] Samuel Kounev. Performance Modeling and Evaluation of Distributed Component-Based Systems using Queueing Petri Nets. IEEE Transactions on Software Engineering, 32(7):486--502, July 2006. [ bib | abstract | pdf | DOI ]
    [6] Samuel Kounev, and Alejandro Buchmann. SimQPN - a tool and methodology for analyzing queueing Petri net models by means of simulation. Performance Evaluation, 63(4-5):364--394, 5 2006, Elsevier Science Publishers B. V., Amsterdam, The Netherlands. [ bib | pdf | DOI ]
    [5] Samuel Kounev. Case Studies of Queueing Networks --- J2EE Applications. In Queueing Networks and Markov Chains, edited by Gunter Bolch, Stefan Greiner, Hermann de Meer and Kishor Shridharbhai Trivedi, pages 733--745. Wiley-Interscience, John Wiley & Sons Inc., 2nd edition, April 2006. [ bib | http ]
    [4] Kai Sachs, and Samuel Kounev. Message Types and Interfaces Between Components in SPECjms. Technical Report DVS06-3, SPEC OSG Java Subcommittee, February 2006. [ bib ]
    [3] Kai Sachs, and Samuel Kounev. Workload Scenario for SPECjms - Supermarket Supply Chain. Technical Report DVS06-2, SPEC OSG Java Subcommittee, January 2006. [ bib | abstract ]
    [2] Samuel Kounev. J2EE Performance and Scalability - From Measuring to Predicting. In Proceedings of the 2006 SPEC Benchmark Workshop, Austin, Texas, USA, January 2006. [ bib | abstract | pdf ]
    [1] Christof Momm, Christoph Rathfelder, and Sebastian Abeck. Towards a Manageability Infrastructure for a Management of Process-Based Service Compositions. C&m research report, Cooperation & Management, 2006. [ bib | abstract | pdf ]

    2005

    [4] Samuel Kounev. Performance Engineering of Distributed Component-Based Systems - Benchmarking, Modeling and Performance Prediction. PhD thesis, Technische Universität Darmstadt, Germany, December 2005. Distinguished Dissertation Award. [ bib | pdf ]
    [3] Samuel Kounev. Performance Engineering of Distributed Component-Based Systems - Benchmarking, Modeling and Performance Prediction. Shaker Verlag, Ph.D. Thesis, Technische Universität Darmstadt, Germany, December 2005. Distinguished Dissertation Award. [ bib | pdf ]
    [2] Samuel Kounev. SPECjAppServer2004 - The New Way to Evaluate J2EE Performance. DEV2DEV Article, O'Reilly Publishing Group, September 2005. [ bib | abstract | http ]
    [1] SPEC. SPECjbb2005 - Industry-standard server-side Java benchmark (J2SE 5.0). Standard Performance Evaluation Corporation, June 2005. SPECtacular Award. [ bib | abstract | http ]

    2004

    [2] Samuel Kounev, Börn Weis, and Alejandro Buchmann. Performance Tuning and Optimization of J2EE Applications on the JBoss Platform. Journal of Computer Resource Management, 113, September 2004, Computer Measurement Group (CMG). [ bib | pdf ]
    [1] SPEC. SPECjAppServer2004 - Industry-standard enterprise Java application server benchmark (J2EE 1.4). Standard Performance Evaluation Corporation, April 2004. SPECtacular Performance Award. [ bib | http ]

    2003

    [4] Samuel Kounev, and Alejandro Buchmann. Performance Modeling and Evaluation of Large-Scale J2EE Applications. 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, December 2003, pages 273--283. Computer Measurement Group (CMG). Best-Paper-Award. [ bib | abstract | pdf | http ]
    [3] Kai S. Juse, Samuel Kounev, and Alejandro Buchmann. PetStore-WS: Measuring the Performance Implications of Web Services. 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, December 2003, pages 113--123. Computer Measurement Group (CMG). [ bib | abstract | pdf | http ]
    [2] Samuel Kounev. Messaging Architecture and Asynchronous Interactions in SPECjAppServer. Technical Report TUD03-1, SPEC OSG Java Subcommittee, September 2003. [ bib ]
    [1] Samuel Kounev, and Alejandro Buchmann. Performance modeling of distributed e-business applications using queueing petri nets. In Proceedings of the 2003 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS 2003), Austin, Texas, USA, March 6-8, 2003, March 2003, pages 143--155. IEEE Computer Society, Washington, DC, USA. March 2003, Best-Paper-Award. [ bib | abstract | pdf | DOI ]

    2002

    [4] SPEC. SPECjAppServer2002 - Industry-standard enterprise Java application server benchmark (J2EE 1.3). Standard Performance Evaluation Corporation, November 2002. [ bib | abstract | http ]
    [3] SPEC. SPECjAppServer2001 - Industry-standard enterprise Java application server benchmark (J2EE 1.2). Standard Performance Evaluation Corporation, September 2002. [ bib | abstract | http ]
    [2] Samuel Kounev, and Alejandro Buchmann. Performance Issues in E-Business Systems. 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, January 2002. [ bib | abstract | pdf ]
    [1] Samuel Kounev, and Alejandro Buchmann. Improving Data Access of J2EE Applications by Exploiting Asynchronous Messaging and Caching Services. In Proceedings of the 28th International Conference on Very Large Data Bases (VLDB 2002), Hong Kong, China, August 20--23, 2002, 2002, pages 574--585. VLDB Endowment, Morgan Kaufmann. 2002, Acceptance Rate (Full Paper): 14% Best-Paper-Award Nomination. [ bib | abstract | pdf | http ]

    2001

    [3] Samuel Kounev. Eliminating ECperf Persistence Bottlenecks when using RDBMS with Pessimistic Concurrency Control. Technical report, ECperf Expert Group at Sun Microsystems Inc., September 2001. [ bib | pdf ]
    [2] Samuel Kounev. A Capacity Planning Methodology for Distributed E-Commerce Applications. Technical report, Technische Universität Darmstadt, Germany, February 2001. [ bib | pdf ]
    [1] Samuel Kounev. Performance Prediction, Sizing and Capacity Planning for Distributed E-Commerce Applications. Technical report, Technische Universität Darmstadt, Germany, January 2001. [ bib | pdf ]

    1999

    [3] Samuel Kounev. Design and Development of an Electronic Commerce Environment. Master's thesis, University of Sofia, Sofia, Bulgaria, August 1999. [ bib ]
    [2] Samuel Kounev, and Kiril Nikolov. The Analysis Phase in the Development of E-Commerce Software Systems. In Proceedings of the Tools Eastern Europe '99 Conference on Technology of Object Oriented Languages and Systems, Sofia-Blagoevgrad, Bulgaria, June 1-4, 1999, June 1999. [ bib ]
    [1] Plamen Nenov, Samuel Kounev, and Dimiter Mihailov. Distributed Video-Conferencing System Organized for Work on the Internet with the use of Multimedia Server. Journal of Computing and Information, 1999. [ bib ]
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