Grouping: [TypesYears 

Peer-Reviewed Journal and Magazine Articles

[2] 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  ]
[1] 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  ]

Peer-Reviewed International Conference, Workshop Papers, and Book Chapters

[11] 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  ]
[10] 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  ]
[9] 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  ]
[8] 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  ]
[7] 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  ]
[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] 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  ]
[4] 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  ]
[3] 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  ]
[2] 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  ]
[1] 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. [ bib | abstract  | pdf  | http  ]

Talks

[4] Samuel Kounev. Stochastic Models for Self-Aware Computing in Data Centers. Keynote Talk at the 24th International Conference on Analytical & Stochastic Modelling Techniques & Applications (ASMTA 2017), Newcastle-upon-Tyne, UK, July 10-12, 2017, July 2017. [ bib | slides  | http  ]
[3] Norbert Schmitt. Local Approximation of Server Workloads. Talk at SPEC RG Annual Meeting 2017, April 2017. [ bib ]
[2] Norbert Schmitt. Triggering Performance Counters for Energy Efficiency Measurements. Experience Talk at SSP 2016, November 2016. [ bib | slides  ]
[1] Jóakim von Kistowski. Common Errors and Assumptions in Energy Measurement and Management. Technical Talk at Symposium on Software Performance (SSP) 2015, November 2015. [ bib | slides  ]

Technical Reports

[1] 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  ]

Theses

[8] Maximilian Deffner. Runtime Prediction of Power Consumption for Server Reconfigurations. Master Thesis, University of Würzburg, Am Hubland, Informatikgebäude, 97074 Würzburg, Germany, May 2017. [ bib | pdf  | slides  ]
[7] Joachim Agne. Messung und Analyse des Stromverbrauchs von Speicherzugriffsmustern. BachelorThesis, University of Würzburg, Am Hubland, Informatikgebäude, 97074 Würzburg, Germany, November 2016. [ bib ]
[6] Norbert Schmitt. Local Approximation of NFV Workloads. Master Thesis, University of Würzburg, Am Hubland, Informatikgebäude, 97074 Würzburg, Germany, October 2016. [ bib | pdf  | slides  ]
[5] Tobias Oestreicher. Modeling Server Energy Consumption using Machine Learning. Master Thesis, University of Würzburg, Am Hubland, Informatikgebäude, 97074 Würzburg, Germany, October 2016. [ bib | pdf  ]
[4] 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  ]
[3] Marco Schreck. Benchmarking Energy Efficiency of Servers in Virtualized Environments. Master Thesis, University of Würzburg, Am Hubland, Informatikgebäude, 97074 Würzburg, Germany, December 2015. [ bib | pdf  | slides  ]
[2] Andreas Gehring. Metriken zur Bestimmung der Energieeffizienz von Servern. Bachelor Thesis, University of Würzburg, Am Hubland, Informatikgebäude, 97074 Würzburg, Germany, October 2014. [ bib ]
[1] 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  ]