| 2025 | MASCOTS | An Empirical Study on Transient Phases of Microservice Applications. | Ivo Rohwer, Martin Straesser, Yannik Lubas, Samuel Kounev, Andr Bauer |
| 2024 | ICSoft | Logging Hypercalls to Learn About the Behavior of Hyper-V. | Lukas Beierlieb, Nicolas Bellmann, Lukas Ifflnder, Samuel Kounev |
| 2024 | KI | Early Explorations of Lightweight Models for Wound Segmentation on Mobile Devices. | Vanessa Borst, Timo Dittus, Konstantin Mller, Samuel Kounev |
| 2023 | CCGRID | An Empirical Study of Container Image Configurations and Their Impact on Start Times. | Martin Straesser, Andr Bauer, Robert Leppich, Nikolas Herbst, Kyle Chard, Ian T. Foster, Samuel Kounev |
| 2023 | CCGRID | Power to the Applications: The Vision of Continuous Decentralized Autoscaling. | Martin Straesser, Stefan Geiler, Tobias Hofeld, Samuel Kounev |
| 2023 | ISPEC | Performance Impact Analysis of Homomorphic Encryption: A Case Study Using Linear Regression as an Example. | Thomas Prantl, Simon Engel, Lukas Horn, Dennis Kaiser, Lukas Ifflnder, Andr Bauer, Christian Krupitzer, Samuel Kounev |
| 2022 | IWQoS | Investigating the Predictability of QoS Metrics in Cellular Networks. | Stefan Herrnleben, Johannes Grohmann, Veronika Lesch, Thomas Prantl, Florian Metzger, Tobias Hofeld, Samuel Kounev |
| 2022 | VTC | An Experience Report on the Suitability of a Distributed Group Encryption Scheme for an IoT Use Case. | Thomas Prantl, Simon Engel, Andr Bauer, Ala Eddine Ben Yahya, Stefan Herrnleben, Lukas Ifflnder, Alexandra Dmitrienko, Samuel Kounev |
| 2021 | CLOSER | The Science of Systems Benchmarking. | Samuel Kounev |
| 2021 | ICMLA | Machine Learning Model Update Strategies for Hard Disk Drive Failure Prediction. | Marwin Zfle, Florian Erhard, Samuel Kounev |
| 2021 | INDIN | A Predictive Maintenance Methodology: Predicting the Time-to-Failure of Machines in Industry 4.0. | Marwin Zfle, Joachim Agne, Johannes Grohmann, Ibrahim Drtoluk, Samuel Kounev |
| 2021 | IPCCC | Benchmarking of Pre- and Post-Quantum Group Encryption Schemes with Focus on IoT. | Thomas Prantl, Dominik Prantl, Andr Bauer, Lukas Ifflnder, Alexandra Dmitrienko, Samuel Kounev, Christian Krupitzer |
| 2021 | IPCCC | Performance Evaluation for a Post-Quantum Public-Key Cryptosystem. | Thomas Prantl, Dominik Prantl, Lukas Beierlieb, Lukas Ifflnder, Alexandra Dmitrienko, Samuel Kounev, Christian Krupitzer |
| 2021 | ISSRE | Software Testing Strategies for Detecting Hypercall Handlers' Aging-related Bugs. | Lukas Beierlieb, Alberto Avritzer, Lukas Ifflnder, Nuno Antunes, Aleksandar Milenkoski, Samuel Kounev |
| 2021 | MASCOTS | Energy-Efficiency Comparison of Common Sorting Algorithms. | Norbert Schmitt, Supriya Kamthania, Nishant Rawtani, Luis Mendoza, Klaus-Dieter Lange, Samuel Kounev |
| 2021 | Middleware | Sizeless: predicting the optimal size of serverless functions. | Simon Eismann, Long Bui, Johannes Grohmann, Cristina L. Abad, Nikolas Herbst, Samuel Kounev |
| 2021 | PERCOM | Utility-based Vehicle Routing Integrating User Preferences. | Veronika Lesch, Marius Hadry, Samuel Kounev, Christian Krupitzer |
| 2021 | RCIS | Recommendations for Data-Driven Degradation Estimation with Case Studies from Manufacturing and Dry-Bulk Shipping. | Nils Finke, Marisa Mohr, Alexander Lontke, Marwin Zfle, Samuel Kounev, Ralf Mller |
| 2020 | ACSAC | Quantifying measurement quality and load distribution in Tor. | Andr Greubel, Steffen Pohl, Samuel Kounev |
| 2020 | FedCSIS | A Framework for Time Series Preprocessing and History-based Forecasting Method Recommendation. | Marwin Zfle, Samuel Kounev |
| 2020 | ICDE | Telescope: An Automatic Feature Extraction and Transformation Approach for Time Series Forecasting on a Level-Playing Field. | Andr Bauer, Marwin Zfle, Nikolas Herbst, Samuel Kounev, Valentin Curtef |
| 2020 | MASCOTS | Baloo: Measuring and Modeling the Performance Configurations of Distributed DBMS. | Johannes Grohmann, Daniel Seybold, Simon Eismann, Mark Leznik, Samuel Kounev, Jrg Domaschka |
| 2020 | MASCOTS | Evaluating the Performance of a State-of-the-Art Group-oriented Encryption Scheme for Dynamic Groups in an IoT Scenario. | Thomas Prantl, Peter Ten, Lukas Ifflnder, Alexandra Dmitrienko, Samuel Kounev, Christian Krupitzer |
| 2020 | UCC | Performance, Power, and Energy-Efficiency Impact Analysis of Compiler Optimizations on the SPEC CPU 2017 Benchmark Suite. | Norbert Schmitt, James Bucek, John Beckett, Aaron Cragin, Klaus-Dieter Lange, Samuel Kounev |
| 2019 | ICDCS | Chamulteon: Coordinated Auto-Scaling of Micro-Services. | Andr Bauer, Veronika Lesch, Laurens Versluis, Alexey Ilyushkin, Nikolas Herbst, Samuel Kounev |
| 2019 | ICSA | Integrating Statistical Response Time Models in Architectural Performance Models. | Simon Eismann, Johannes Grohmann, Jrgen Walter, Jakim von Kistowski, Samuel Kounev |
| 2019 | ISSRE | Towards Testing the Software Aging Behavior of Hypervisor Hypercall Interfaces. | Lukas Beierlieb, Lukas Ifflnder, Aleksandar Milenkoski, Charles F. Gonalves, Nuno Antunes, Samuel Kounev |
| 2019 | MASCOTS | Detecting Parametric Dependencies for Performance Models Using Feature Selection Techniques. | Johannes Grohmann, Simon Eismann, Sven Elflein, Jakim von Kistowski, Samuel Kounev, Manar Mazkatli |
| 2019 | Middleware | Monitorless: Predicting Performance Degradation in Cloud Applications with Machine Learning. | Johannes Grohmann, Patrick K. Nicholson, Jesus Omaa Iglesias, Samuel Kounev, Diego Lugones |
| 2019 | PERCOM | Towards Adaptive Car-to-Cloud Communication. | Stefan Herrnleben, Martin Pfannemller, Christian Krupitzer, Samuel Kounev, Michele Segata, Felix Fastnacht, Magnus Nigmann |
| 2018 | ACSAC | SmarTor: Smarter Tor with Smart Contracts: Improving resilience of topology distribution in the Tor network. | Andr Greubel, Alexandra Dmitrienko, Samuel Kounev |
| 2018 | CLOSER | Using Machine Learning for Recommending Service Demand Estimation Approaches - Position Paper. | Johannes Grohmann, Nikolas Herbst, Simon Spinner, Samuel Kounev |
| 2018 | ICSA | Modeling of Parametric Dependencies for Performance Prediction of Component-Based Software Systems at Run-Time. | Simon Eismann, Jrgen Walter, Jakim von Kistowski, Samuel Kounev |
| 2018 | ICSA | The Vision of Self-Aware Performance Models. | Johannes Grohmann, Simon Eismann, Samuel Kounev |
| 2018 | MASCOTS | TeaStore: A Micro-Service Reference Application for Benchmarking, Modeling and Resource Management Research. | Jakim von Kistowski, Simon Eismann, Norbert Schmitt, Andr Bauer, Johannes Grohmann, Samuel Kounev |
| 2018 | MODELS | Blackbox Learning of Parametric Dependencies for Performance Models. | Vanessa Ackermann, Johannes Grohmann, Simon Eismann, Samuel Kounev |
| 2018 | UCC | TeaStore: A Micro-Service Reference Application for Cloud Researchers. | Simon Eismann, Jakim von Kistowski, Johannes Grohmann, Andr Bauer, Norbert Schmitt, Nikolas Herbst, Samuel Kounev |
| 2017 | MASCOTS | Emulating the Power Consumption Behavior of Server Workloads Using CPU Performance Counters. | Norbert Schmitt, Jakim von Kistowski, Samuel Kounev |
| 2016 | ISSRE | Quantifying the Attack Detection Accuracy of Intrusion Detection Systems in Virtualized Environments. | Aleksandar Milenkoski, K. R. Jayaram, Nuno Antunes, Marco Vieira, Samuel Kounev |
| 2015 | ICSE | BUNGEE: An Elasticity Benchmark for Self-Adaptive IaaS Cloud Environments. | Nikolas Roman Herbst, Samuel Kounev, Andreas Weber, Henning Groenda |
| 2015 | ICSE | Modeling and Extracting Load Intensity Profiles. | Jakim von Kistowski, Nikolas Herbst, Daniel Zoller, Samuel Kounev, Andreas Hotho |
| 2015 | MASCOTS | Energy Efficiency of Hierarchical Server Load Distribution Strategies. | Jakim von Kistowski, John Beckett, Klaus-Dieter Lange, Hansfried Block, Jeremy A. Arnold, Samuel Kounev |
| 2015 | RAID | Evaluation of Intrusion Detection Systems in Virtualized Environments Using Attack Injection. | Aleksandar Milenkoski, Bryan D. Payne, Nuno Antunes, Marco Vieira, Samuel Kounev, Alberto Avritzer, Matthias Luft |
| 2014 | CCGRID | Resource Usage Control in Multi-tenant Applications. | Rouven Krebs, Simon Spinner, Nadia Ahmed, Samuel Kounev |
| 2014 | ISSRE | Experience Report: An Analysis of Hypercall Handler Vulnerabilities. | Aleksandar Milenkoski, Bryan D. Payne, Nuno Antunes, Marco Vieira, Samuel Kounev |
| 2014 | MASCOTS | Modeling of I/O Performance Interference in Virtualized Environments with Queueing Petri Nets. | Qais Noorshams, Kiana Rostami, Samuel Kounev, Ralf Reussner |
| 2013 | ICWE | Multi-tenancy Performance Benchmark for Web Application Platforms. | Rouven Krebs, Alexander Wert, Samuel Kounev |
| 2013 | MASCOTS | Evaluating Approaches for Performance Prediction in Virtualized Environments. | Fabian Brosig, Fabian Gorsler, Nikolaus Huber, Samuel Kounev |
| 2013 | MASCOTS | I/O Performance Modeling of Virtualized Storage Systems. | Qais Noorshams, Kiana Rostami, Samuel Kounev, Petr Tuma, Ralf Reussner |
| 2013 | MODELS | Towards Online Performance Model Extraction in Virtualized Environments. | Simon Spinner, Samuel Kounev, Xiaoyun Zhu, Mustafa Uysal |
| 2012 | CLOSER | Architectural Concerns in Multi-tenant SaaS Applications. | Rouven Krebs, Christof Momm, Samuel Kounev |
| 2011 | CLOSER | Evaluating and Modeling Virtualization Performance Overhead for Cloud Environments. | Nikolaus Huber, Marcel von Quast, Michael Hauck, Samuel Kounev |
| 2011 | ICSE | Model-based self-adaptive resource allocation in virtualized environments. | Nikolaus Huber, Fabian Brosig, Samuel Kounev |
| 2011 | MASCOTS | Automated Transformation of Component-Based Software Architecture Models to Queueing Petri Nets. | Philipp Meier, Samuel Kounev, Heiko Koziolek |
| 2010 | DASFAA | Benchmarking Publish/Subscribe-Based Messaging Systems. | Kai Sachs, Stefan Appel, Samuel Kounev, Alejandro P. Buchmann |
| 2009 | EuroPar | Stochastic Analysis of Hierarchical Publish/Subscribe Systems. | Gero Mhl, Arnd Schrter, Helge Parzyjegla, Samuel Kounev, Jan Richling |
| 2008 | ISORC | A Methodology for Performance Modeling of Distributed Event-Based Systems. | Samuel Kounev, Kai Sachs, Jean Bacon, Alejandro P. Buchmann |
| 2003 | ISPASS | Performance modelling of distributed e-business applications using Queuing Petri Nets. | Samuel Kounev, Alejandro P. Buchmann |
| 2002 | VLDB | Improving Data Access of J2EE Applications by Exploiting Asynchronous Messaging and Caching Services. | Samuel Kounev, Alejandro P. Buchmann |