Samuel Kounev - RankMe

347 papers A* 7A 12B 59C 16Misc 2Journal 92Unranked 133

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Are General-Purpose Vision Models All We Need for 2D Medical Image Segmentation? A Cross-Dataset Empirical Study. CoRR Vanessa Borst, Samuel Kounev
2026	—	`conf`	Energy Efficiency Benchmarking of GPU Servers - Why It's Challenging, What Matters, and How to Do It Right. ICPE Companion Maximilian Meissner, Klaus-Dieter Lange, Jeremy A. Arnold, Sanjay Sharma, Aaron Cragin, David Reiner, Samuel Kounev
2026	—	`conf`	From Monolith to Serverless: Running a Component-Based Scientific Workflow Across Execution Paradigms. ICPE Companion Lorenz Gruber, Nikolas Herbst, Marcin Copik, Samuel Kounev
2026	—	`conf`	Principles Over Preferences: Quality-Aware Metric Selection for Machine Learning Systems. ICPE Companion Daniel Grillmeyer, Valentin Jahn, Marius Hadry, Veronika Lesch, Samuel Kounev
2026	—	`conf`	SPEC Efficiency Benchmarks - Achievements and Prospects. ICPE Companion Maximilian Meissner, Klaus-Dieter Lange, Aaron Cragin, Sanjay Sharma, Patrick Galizia, Samuel Kounev
2026	B	`conf`	The Impact of Memory Configuration on Server Efficiency. ICPE Maximilian Meissner, Khang Pham, Aaron Cragin, Klaus-Dieter Lange, Samuel Kounev
2026	—	`conf`	Towards Performance-Oriented Planning and Development of IoT Applications and Networks. ICPE Companion Thomas Prantl, Lukas Horn, Simon Engel, Maximilian Meißner, Rafael Bonilla, Samuel Kounev
2026	—	`conf`	Towards a Blackboard-based Scientific Workflow Orchestration: A Proof-of-Concept Implementation (Poster Paper). ICPE Companion David Linke, Lorenz Gruber, David Dingel, Nicola Ferger, Nikolas Herbst, Samuel Kounev
2026	—	`conf`	Trust Your Local Scaler: A Continuous, Decentralized Approach to Autoscaling. ICPE Companion Martin Straesser, Stefan Geissler, Stanislav Lange, Lukas Kilian Schumann, Tobias Hossfeld, Samuel Kounev
2025	J	`jnl`	A Case Study on the Value of Simulated and Synthetic Microservice Applications for Performance Model Training. Softwaretechnik-Trends Yannik Lubas, Martin Straesser, Ivo Rohwer, André Bauer, Samuel Kounev
2025	B	`conf`	An Empirical Study on Transient Phases of Microservice Applications. MASCOTS Ivo Rohwer, Martin Straesser, Yannik Lubas, Samuel Kounev, André Bauer
2025	J	`jnl`	Continuous Earth Observation of Forest Dynamics and Biodiversity. Commun. ACM Nikolas Herbst, Mareike Kortmann, Niklas Jaggy, Frank Thonfeld, Cristina L. Abad, Claudia Kuenzer, Jörg Müller, Samuel Kounev
2025	J	`jnl`	Decomposing the Time Series Forecasting Pipeline: A Modular Approach for Time Series Representation, Information Extraction, and Projection. CoRR Robert Leppich, Michael Stenger, André Bauer, Samuel Kounev
2025	B	`conf`	Generating Executable Microservice Applications for Performance Benchmarking. ICPE Yannik Lubas, Martin Straesser, André Bauer, Samuel Kounev
2025	—	`conf`	Microservice Applications and Their Workloads on GitHub. ICPE (Companion) Yannik Lubas, Martin Straesser, Ivo Rohwer, Samuel Kounev, André Bauer
2025	—	`conf`	Next Generation Energy Efficiency Benchmarking: Reliable and Reproducible Efficiency Measurements in a Diverse IT-Landscape. ICPE (Companion) Maximilian Meissner, Klaus-Dieter Lange, Aaron Cragin, Pushpa H. J, Robert Proulx, Samuel Kounev
2025	B	`conf`	PARAGRAPH: Phase-Aware Resource Demand Profiling for HPDA/HPC Jobs. ICPE Ivo Rohwer, Nikolas Herbst, Maximilian Schwinger, Peter Friedl, Michael Stephan, Samuel Kounev
2025	B	`conf`	Quantifying Data Leakage in Failure Prediction Tasks. ICPE Daniel Grillmeyer, Marius Hadry, Veronika Lesch, Vanessa Borst, Robert Leppich, André Bauer, Samuel Kounev
2025	J	`jnl`	Quo Vadis CKKS: Comparison of the realization of basic mathematical functions for the homomorphic cryptosystem CKKS using De Bello and polynomial approximations. J. Inf. Secur. Appl. Thomas Prantl, Lukas Horn, Simon Engel, André Bauer, Samuel Kounev
2025	J	`jnl`	STEB: In Search of the Best Evaluation Approach for Synthetic Time Series. CoRR Michael Stenger, Robert Leppich, André Bauer, Samuel Kounev
2025	J	`jnl`	TSRM: A Lightweight Temporal Feature Encoding Architecture for Time Series Forecasting and Imputation. CoRR Robert Leppich, Michael Stenger, Daniel Grillmeyer, Vanessa Borst, Samuel Kounev
2025	J	`jnl`	Telling fortunes? Evaluation of traffic forecasting models using traffic and context features. Appl. Intell. Marius Hadry, André Bauer, Robert Leppich, Veronika Lesch, Samuel Kounev
2025	—	`conf`	The FISHNET Case Study on Implementing and Scaling a Complex Earth Observation Workflow. eScience Lorenz Gruber, Nikolas Herbst, Peter Friedl, Thanh Thi Nguyen, Thomas Esch, Samuel Kounev
2025	J	`jnl`	Towards Intelligent Performance Data Analytics With Graph Databases. Softwaretechnik-Trends Ivo Rohwer, Martin Straesser, Yannik Lubas, Samuel Kounev, André Bauer
2025	J	`jnl`	Trust your local scaler: A continuous, decentralized approach to autoscaling. Perform. Evaluation Martin Straesser, Stefan Geissler, Stanislav Lange, Lukas Kilian Schumann, Tobias Hossfeld, Samuel Kounev
2025	J	`jnl`	WoundAIssist: A Patient-Centered Mobile App for AI-Assisted Wound Care With Physicians in the Loop. CoRR Vanessa Borst, Anna Riedmann, Tassilo Dege, Konstantin Müller, Astrid Schmieder, Birgit Lugrin, Samuel Kounev
2025	—	`conf`	WoundAmbit: Bridging State-of-the-Art Semantic Segmentation and Real-World Wound Care. ECML/PKDD (9) Vanessa Borst, Timo Dittus, Tassilo Dege, Astrid Schmieder, Samuel Kounev
2025	J	`jnl`	WoundAmbit: Bridging State-of-the-Art Semantic Segmentation and Real-World Wound Care. CoRR Vanessa Borst, Timo Dittus, Tassilo Dege, Astrid Schmieder, Samuel Kounev
2024	J	`jnl`	A Data-Driven Model for Range Sensors. Int. J. Semantic Comput. Florian Spiess, Norbert Strobel, Tobias Kaupp, Samuel Kounev
2024	J	`jnl`	An Empirical Study on the Impact of Selected Host Configuration Parameters on Container Start Times. Softwaretechnik-Trends Martin Straesser, Nicholas Erhard, Samuel Kounev
2024	J	`jnl`	Comprehensive Exploration of Synthetic Data Generation: A Survey. CoRR André Bauer, Simon Trapp, Michael Stenger, Robert Leppich, Samuel Kounev, Mark Leznik, Kyle Chard, Ian T. Foster
2024	J	`jnl`	De Bello Homomorphico: Investigation of the extensibility of the OpenFHE library with basic mathematical functions by means of common approaches using the example of the CKKS cryptosystem. Int. J. Inf. Sec. Thomas Prantl, Lukas Horn, Simon Engel, Lukas Iffländer, Lukas Beierlieb, Christian Krupitzer, André Bauer, Mansi Sakarvadia, Ian T. Foster, Samuel Kounev
2024	Misc	`conf`	Early Explorations of Lightweight Models for Wound Segmentation on Mobile Devices. KI Vanessa Borst, Timo Dittus, Konstantin Müller, Samuel Kounev
2024	J	`jnl`	Early Explorations of Lightweight Models for Wound Segmentation on Mobile Devices. CoRR Vanessa Borst, Timo Dittus, Konstantin Müller, Samuel Kounev
2024	—	`conf`	Evaluating the Benefits of Model Retraining for Self-Aware Vehicle Traffic Forecasting. ACSOS Marius Hadry, Daniel Grillmeyer, Martin Becker, Maximilian König, Veronika Lesch, Samuel Kounev
2024	J	`jnl`	Evaluation is key: a survey on evaluation measures for synthetic time series. J. Big Data Michael Stenger, Robert Leppich, Ian T. Foster, Samuel Kounev, André Bauer
2024	C	`conf`	Logging Hypercalls to Learn About the Behavior of Hyper-V. ICSOFT Lukas Beierlieb, Nicolas Bellmann, Lukas Iffländer, Samuel Kounev
2024	—	`conf`	MACRO: A Multi-Head Attentional Convolutional Recurrent Network for the Classification of Co-Occurring Diseases in 12-Lead ECGs. BHI Vanessa Borst, Robert Leppich, Samuel Kounev
2024	J	`jnl`	Modelling and Optimizing a Graph-based Settlement Delineation and Analysis Workflow. Softwaretechnik-Trends Lorenz Gruber, Nikolas Herbst, Samuel Kounev, Thomas Esch, Thanh Nguyen
2024	J	`jnl`	On the Realisation of a Workflow for Continuous Earth Observation of Forest Dynamics: A Performance Engineering Challenge. Softwaretechnik-Trends Nikolas Herbst, Niklas Jaggy, David Dingel, David Linke, Claudia Kuenzer, Samuel Kounev
2024	—	`conf`	Resource Demand Profiling of Monolithic Workflows. ICPE (Companion) Ivo Rohwer, Maximilian Schwinger, Nikolas Herbst, Peter Friedl, Michael Stephan, Samuel Kounev
2024	B	`conf`	Security Analysis of a Decentralized, Revocable and Verifiable Attribute-Based Encryption Scheme. ARES Thomas Prantl, Marco Lauer, Lukas Horn, Simon Engel, David Dingel, André Bauer, Christian Krupitzer, Samuel Kounev
2024	C	`conf`	Simulating Microservice-based Architectures for Resilience Assessment Enriched by Authentic Container Orchestration. Software Engineering Sebastian Frank, Martin Straesser, Lion Wagner, Patrick Haas, M. Alireza Hakamian, Samuel Kounev, André van Hoorn
2024	J	`jnl`	Thinking in Categories: A Survey on Assessing the Quality for Time Series Synthesis. ACM J. Data Inf. Qual. Michael Stenger, André Bauer, Thomas Prantl, Robert Leppich, Nathaniel Hudson, Kyle Chard, Ian T. Foster, Samuel Kounev
2024	J	`jnl`	Time Series Representation Models. CoRR Robert Leppich, Vanessa Borst, Veronika Lesch, Samuel Kounev
2024	—	`conf`	Unveiling Temporal Performance Deviation: Leveraging Clustering in Microservices Performance Analysis. ICPE (Companion) André Bauer, Timo Dittus, Martin Straesser, Alok Kamatar, Matt Baughman, Lukas Beierlieb, Marius Hadry, Daniel Grillmeyer, Yannik Lubas, Samuel Kounev, Ian T. Foster, Kyle Chard
2023	B	`conf`	A Systematic Approach for Benchmarking of Container Orchestration Frameworks. ICPE Martin Straesser, Jonas Mathiasch, André Bauer, Samuel Kounev
2023	J	`jnl`	A literature review of IoT and CPS - What they are, and what they are not. J. Syst. Softw. Veronika Lesch, Marwin Züfle, André Bauer, Lukas Iffländer, Christian Krupitzer, Samuel Kounev
2023	B	`conf`	An Empirical Study of Container Image Configurations and Their Impact on Start Times. CCGrid Martin Straesser, André Bauer, Robert Leppich, Nikolas Herbst, Kyle Chard, Ian T. Foster, Samuel Kounev
2023	B	`conf`	Autoscaler Evaluation and Configuration: A Practitioner's Guideline. ICPE Martin Straesser, Simon Eismann, Jóakim von Kistowski, André Bauer, Samuel Kounev
2023	—	`conf`	BLOCSIE - Benchmark for LOCalization in a Simulated Industrial Environment. ICAR Florian Spiess, Daniel Bluemm, Norbert Strobel, Tobias Kaupp, Samuel Kounev
2023	—	`conf`	Challenges and Future Directions in Efficiency Benchmarking (Vision Paper). ICPE (Companion) Maximilian Meissner, Klaus-Dieter Lange, Sanjay Sharma, Jeremy A. Arnold, Aaron Cragin, Patrick Galizia, Mike Petrich, Bin Zhang, Samuel Kounev
2023	J	`jnl`	Comparing the Performance of Data Processing Implementations. Softwaretechnik-Trends Lukas Beierlieb, Lukas Iffländer, Thomas Prantl, Samuel Kounev
2023	J	`jnl`	Deep Neural Network Regression for Normalized Digital Surface Model Generation With Sentinel-2 Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Konstantin Müller, Robert Leppich, Christian Geiß, Vanessa Borst, Patrick Aravena Pelizari, Samuel Kounev, Hannes Taubenböck
2023	—	`conf`	Efficient Data Processing: Assessing the Performance of Different Programming Languages. ICPE (Companion) Lukas Beierlieb, André Bauer, Robert Leppich, Lukas Iffländer, Samuel Kounev
2023	—	`conf`	Kubernetes-in-the-Loop: Enriching Microservice Simulation Through Authentic Container Orchestration. VALUETOOLS Martin Straesser, Patrick Haas, Sebastian Frank, M. Alireza Hakamian, André van Hoorn, Samuel Kounev
2023	J	`jnl`	MVNOCoreSim: A Digital Twin for Virtualized IoT-Centric Mobile Core Networks. IEEE Internet Things J. Stefan Geißler, Florian Wamser, Wolfgang Bauer, Steffen Gebert, Samuel Kounev, Tobias Hoßfeld
2023	J	`jnl`	Optimizing storage assignment, order picking, and their interaction in mezzanine warehouses. Appl. Intell. Veronika Lesch, Patrick B. M. Müller, Moritz Krämer, Marius Hadry, Samuel Kounev, Christian Krupitzer
2023	C	`conf`	Performance Impact Analysis of Homomorphic Encryption: A Case Study Using Linear Regression as an Example. ISPEC Thomas Prantl, Simon Engel, Lukas Horn, Dennis Kaiser, Lukas Iffländer, André Bauer, Christian Krupitzer, Samuel Kounev
2023	—	`conf`	Power to the Applications: The Vision of Continuous Decentralized Autoscaling. CCGridW Martin Straesser, Stefan Geißler, Tobias Hoßfeld, Samuel Kounev
2023	J	`jnl`	Recommendation of secure group communication schemes using multi-objective optimization. Int. J. Inf. Sec. Thomas Prantl, André Bauer, Lukas Iffländer, Christian Krupitzer, Samuel Kounev
2023	—	`conf`	Searching for the Ground Truth: Assessing the Similarity of Benchmarking Runs. ICPE (Companion) André Bauer, Martin Straesser, Mark Leznik, Lukas Beierlieb, Marius Hadry, Nathaniel Hudson, Kyle Chard, Samuel Kounev, Ian T. Foster
2023	J	`jnl`	Self-aware Optimization of Adaptation Planning Strategies. ACM Trans. Auton. Adapt. Syst. Veronika Lesch, Marius Hadry, Christian Krupitzer, Samuel Kounev
2023	—	`conf`	Serverless Computing Revisited: Evolution, State-of-the-Art, and Performance Challenges. ICPE (Companion) Samuel Kounev
2023	J	`jnl`	Serverless Computing: What It Is, and What It Is Not? Commun. ACM Samuel Kounev, Nikolas Herbst, Cristina L. Abad, Alexandru Iosup, Ian T. Foster, Prashant J. Shenoy, Omer F. Rana, Andrew A. Chien
2023	J	`jnl`	Telescope: An Automated Hybrid Forecasting Approach on a Level-Playing Field. CoRR André Bauer, Mark Leznik, Michael Stenger, Robert Leppich, Nikolas Herbst, Samuel Kounev, Ian T. Foster
2022	J	`jnl`	A Survey on Secure Group Communication Schemes With Focus on IoT Communication. IEEE Access Thomas Prantl, Timo Zeck, André Bauer, Peter Ten, Dominik Prantl, Ala Eddine Ben Yahya, Lukas Iffländer, Alexandra Dmitrienko, Christian Krupitzer, Samuel Kounev
2022	J	`jnl`	A case study on the stability of performance tests for serverless applications. J. Syst. Softw. Simon Eismann, Diego Elias Costa, Lizhi Liao, Cor-Paul Bezemer, Weiyi Shang, André van Hoorn, Samuel Kounev
2022	—	`conf`	A data-driven Sensor Model for LIDAR Range Measurements used for Mobile Robot Navigation. IRC Florian Spiess, Norbert Strobel, Tobias Kaupp, Samuel Kounev
2022	J	`jnl`	A literature review on optimization techniques for adaptation planning in adaptive systems: State of the art and research directions. Inf. Softw. Technol. Elia Henrichs, Veronika Lesch, Martin Straesser, Samuel Kounev, Christian Krupitzer
2022	—	`conf`	An Experience Report on the Suitability of a Distributed Group Encryption Scheme for an IoT Use Case. VTC Spring Thomas Prantl, Simon Engel, André Bauer, Ala Eddine Ben Yahya, Stefan Herrnleben, Lukas Iffländer, Alexandra Dmitrienko, Samuel Kounev
2022	J	`jnl`	An Overview on Approaches for Coordination of Platoons. IEEE Trans. Intell. Transp. Syst. Veronika Lesch, Martin Breitbach, Michele Segata, Christian Becker, Samuel Kounev, Christian Krupitzer
2022	—	`conf`	Automated Triage of Performance Change Points Using Time Series Analysis and Machine Learning: Data Challenge Paper. ICPE (Companion) André Bauer, Martin Straesser, Lukas Beierlieb, Maximilian Meissner, Samuel Kounev
2022	—	`conf`	Experience and Guidelines for Sorting Algorithm Choices and Their Energy Efficiency. ICPE (Companion) Maximilian Meissner, Supriya Kamthania, Nishant Rawtani, James Bucek, Klaus-Dieter Lange, Samuel Kounev
2022	—	`conf`	FADE: Towards Flexible and Adaptive Distance Estimation Considering Obstacles: Vision Paper. ICPE (Companion) Marius Hadry, Veronika Lesch, Samuel Kounev
2022	B	`conf`	Investigating the Predictability of QoS Metrics in Cellular Networks. IWQoS Stefan Herrnleben, Johannes Grohmann, Veronika Lesch, Thomas Prantl, Florian Metzger, Tobias Hoßfeld, Samuel Kounev
2022	—	`conf`	Ransomware Detection in Databases through Dynamic Analysis of Query Sequences. CNS Christoph Sendner, Lukas Iffländer, Sebastian Schindler, Michael Jobst, Alexandra Dmitrienko, Samuel Kounev
2022	A*	`conf`	SCRAPS: Scalable Collective Remote Attestation for Pub-Sub IoT Networks with Untrusted Proxy Verifier. USENIX Security Symposium Lukas Petzi, Ala Eddine Ben Yahya, Alexandra Dmitrienko, Gene Tsudik, Thomas Prantl, Samuel Kounev
2022	B	`conf`	Same, Same, but Dissimilar: Exploring Measurements for Workload Time-series Similarity. ICPE Mark Leznik, Johannes Grohmann, Nina Kliche, André Bauer, Daniel Seybold, Simon Eismann, Samuel Kounev, Jörg Domaschka
2022	—	`ed.`	Short Paper Proceedings of Symposium on Software Performance 2021, SSP 2021, Leipzig, Germany, November 9-10, 2022. SSP David Georg Reichelt, Richard Müller, Steffen Becker, Wilhelm Hasselbring, André van Hoorn, Samuel Kounev, Anne Koziolek, Ralf H. Reussner
2022	J	`jnl`	Tackling the rich vehicle routing problem with nature-inspired algorithms. Appl. Intell. Veronika Lesch, Maximilian König, Samuel Kounev, Anthony Stein, Christian Krupitzer
2022	—	`conf`	Towards a Cryptography Benchmark: A View on Attribute Based Encryption Schemes. CIoT Thomas Prantl, Timo Zeck, Lukas Iffländer, Lukas Beierlieb, Alexandra Dmitrienko, Christian Krupitzer, Samuel Kounev
2022	B	`conf`	Why Is It Not Solved Yet?: Challenges for Production-Ready Autoscaling. ICPE Martin Straesser, Johannes Grohmann, Jóakim von Kistowski, Simon Eismann, André Bauer, Samuel Kounev
2021	J	`jnl`	A Case Study of Vehicle Route Optimization. CoRR Veronika Lesch, Maximilian König, Samuel Kounev, Anthony Stein, Christian Krupitzer
2021	J	`jnl`	A Case Study on Optimization of Platooning Coordination. CoRR Veronika Lesch, Marius Hadry, Samuel Kounev, Christian Krupitzer
2021	J	`jnl`	A Case Study on Optimization of Warehouses. CoRR Veronika Lesch, Patrick B. M. Müller, Moritz Krämer, Samuel Kounev, Christian Krupitzer
2021	J	`jnl`	A Case Study on the Stability of Performance Tests for Serverless Applications. CoRR Simon Eismann, Diego Elias Costa, Lizhi Liao, Cor-Paul Bezemer, Weiyi Shang, André van Hoorn, Samuel Kounev
2021	—	`conf`	A New Course on Systems Benchmarking - For Scientists and Engineers. ICPE (Companion) Samuel Kounev
2021	C	`conf`	A Predictive Maintenance Methodology: Predicting the Time-to-Failure of Machines in Industry 4.0. INDIN Marwin Züfle, Joachim Agne, Johannes Grohmann, Ibrahim Dörtoluk, Samuel Kounev
2021	J	`jnl`	A comparison of mechanisms for compensating negative impacts of system integration. Future Gener. Comput. Syst. Veronika Lesch, Christian Krupitzer, Kevin Stubenrauch, Nico Keil, Christian Becker, Samuel Kounev, Michele Segata
2021	C	`conf`	Benchmarking of Pre- and Post-Quantum Group Encryption Schemes with Focus on IoT. IPCCC Thomas Prantl, Dominik Prantl, André Bauer, Lukas Iffländer, Alexandra Dmitrienko, Samuel Kounev, Christian Krupitzer
2021	—	`conf`	Buzzy: Towards Realistic DBMS Benchmarking via Tailored, Representative, Synthetic Workloads: Vision Paper. ICPE (Companion) Jörg Domaschka, Mark Leznik, Daniel Seybold, Simon Eismann, Johannes Grohmann, Samuel Kounev
2021	—	`conf`	ComBench: A Benchmarking Framework for Publish/Subscribe Communication Protocols Under Network Limitations. VALUETOOLS Stefan Herrnleben, Maximilian Leidinger, Veronika Lesch, Thomas Prantl, Johannes Grohmann, Christian Krupitzer, Samuel Kounev
2021	—	`conf`	Container Start Times: Empirical Analysis and Predictability (Poster). SSP Martin Straesser, Samuel Kounev
2021	B	`conf`	Energy-Efficiency Comparison of Common Sorting Algorithms. MASCOTS Norbert Schmitt, Supriya Kamthania, Nishant Rawtani, Luis Mendoza, Klaus-Dieter Lange, Samuel Kounev
2021	B	`conf`	Libra: A Benchmark for Time Series Forecasting Methods. ICPE André Bauer, Marwin Züfle, Simon Eismann, Johannes Grohmann, Nikolas Herbst, Samuel Kounev
2021	C	`conf`	Machine Learning Model Update Strategies for Hard Disk Drive Failure Prediction. ICMLA Marwin Züfle, Florian Erhard, Samuel Kounev
2021	—	`conf`	Measuring the Performance Impact of Branching Instructions. SSP Lukas Beierlieb, Lukas Iffländer, Aleksandar Milenkoski, Thomas Prantl, Samuel Kounev
2021	C	`conf`	Performance Evaluation for a Post-Quantum Public-Key Cryptosystem. IPCCC Thomas Prantl, Dominik Prantl, Lukas Beierlieb, Lukas Iffländer, Alexandra Dmitrienko, Samuel Kounev, Christian Krupitzer
2021	B	`conf`	Performance Impact Analysis of Securing MQTT Using TLS. ICPE Thomas Prantl, Lukas Iffländer, Stefan Herrnleben, Simon Engel, Samuel Kounev, Christian Krupitzer
2021	B	`conf`	Recommendations for Data-Driven Degradation Estimation with Case Studies from Manufacturing and Dry-Bulk Shipping. RCIS Nils Finke, Marisa Mohr, Alexander Lontke, Marwin Züfle, Samuel Kounev, Ralf Möller
2021	J	`jnl`	SARDE: A Framework for Continuous and Self-Adaptive Resource Demand Estimation. ACM Trans. Auton. Adapt. Syst. Johannes Grohmann, Simon Eismann, André Bauer, Simon Spinner, Johannes Blum, Nikolas Herbst, Samuel Kounev
2021	—	`conf`	SPEC - Spotlight on the International Standards Group (ISG). ICPE (Companion) Norbert Schmitt, Klaus-Dieter Lange, Sanjay Sharma, Aaron Cragin, David Reiner, Samuel Kounev
2021	A	`conf`	Sizeless: predicting the optimal size of serverless functions. Middleware Simon Eismann, Long Bui, Johannes Grohmann, Cristina L. Abad, Nikolas Herbst, Samuel Kounev
2021	—	`conf`	Software Testing Strategies for Detecting Hypercall Handlers' Aging-related Bugs. ISSRE Workshops Lukas Beierlieb, Alberto Avritzer, Lukas Iffländer, Nuno Antunes, Aleksandar Milenkoski, Samuel Kounev
2021	B	`conf`	SuanMing: Explainable Prediction of Performance Degradations in Microservice Applications. ICPE Johannes Grohmann, Martin Straesser, Avi Chalbani, Simon Eismann, Yair Arian, Nikolas Herbst, Noam Peretz, Samuel Kounev
2021	—	`conf`	Teaching Software Testing Using Automated Grading. ABP Lukas Beierlieb, Lukas Iffländer, Tobias Schneider, Thomas Prantl, Samuel Kounev
2021	B	`conf`	The SPECpowerNext Benchmark Suite, its Implementation and New Workloads from a Developer's Perspective. ICPE Norbert Schmitt, Klaus-Dieter Lange, Sanjay Sharma, Nishant Rawtani, Carl Ponder, Samuel Kounev
2021	C	`conf`	The Science of Systems Benchmarking. CLOSER Samuel Kounev
2021	—	`conf`	Towards Situation-Aware Meta-Optimization of Adaptation Planning Strategies. ACSOS Veronika Lesch, Tanja Noack, Johannes Hefter, Samuel Kounev, Christian Krupitzer
2021	—	`conf`	Towards Splitting Monolithic Workflows Into Serverless Functions and Estimating Their Run-Time in the Earth Observation Domain (Poster). SSP Dennis Kaiser, Bohdan Dovhan, André Bauer, Samuel Kounev
2021	—	`conf`	Towards a Benchmark for Software Resource Efficiency. ICPE (Companion) Norbert Schmitt, Richard Vobl, Andreas Brunnert, Samuel Kounev
2021	B	`conf`	Towards a Group Encryption Scheme Benchmark: A View on Centralized Schemes with Focus on IoT. ICPE Thomas Prantl, Peter Ten, Lukas Iffländer, Stefan Herrnleben, Alexandra Dmitrienko, Samuel Kounev, Christian Krupitzer
2021	—	`conf`	Towards a Mobile Robot Localization Benchmark with Challenging Sensordata in an Industrial Environment. ICAR Florian Spieß, Jonas Friesslich, Daniel Bluemm, Fabio Mast, Dmitrij Vinokour, Samuel Kounev, Tobias Kaupp, Norbert Strobel
2021	—	`conf`	Utility-based Vehicle Routing Integrating User Preferences. PerCom Workshops Veronika Lesch, Marius Hadry, Samuel Kounev, Christian Krupitzer
2020	C	`conf`	A Framework for Time Series Preprocessing and History-based Forecasting Method Recommendation. FedCSIS Marwin Züfle, Samuel Kounev
2020	—	`conf`	A Simulation-Based Optimization Framework for Online Adaptation of Networks. SimuTools (1) Stefan Herrnleben, Johannes Grohmann, Piotr Rygielski, Veronika Lesch, Christian Krupitzer, Samuel Kounev
2020	J	`jnl`	A Survey on Human Machine Interaction in Industry 4.0. CoRR Christian Krupitzer, Sebastian Müller, Veronika Lesch, Marwin Züfle, Janick Edinger, Alexander Lemken, Dominik Schäfer, Samuel Kounev, Christian Becker
2020	J	`jnl`	A Survey on Predictive Maintenance for Industry 4.0. CoRR Christian Krupitzer, Tim Wagenhals, Marwin Züfle, Veronika Lesch, Dominik Schäfer, Amin Mozaffarin, Janick Edinger, Christian Becker, Samuel Kounev
2020	J	`jnl`	A Taxonomy of Techniques for SLO Failure Prediction in Software Systems. Comput. Johannes Grohmann, Nikolas Herbst, Avi Chalbani, Yair Arian, Noam Peretz, Samuel Kounev
2020	B	`conf`	An Automated Forecasting Framework based on Method Recommendation for Seasonal Time Series. ICPE André Bauer, Marwin Züfle, Johannes Grohmann, Norbert Schmitt, Nikolas Herbst, Samuel Kounev
2020	—	`conf`	An IoT Network Emulator for Analyzing the Influence of Varying Network Quality. SimuTools (2) Stefan Herrnleben, Rudy Ailabouni, Johannes Grohmann, Thomas Prantl, Christian Krupitzer, Samuel Kounev
2020	—	`conf`	Architecture for a Dynamic Security Service Function Chain Reordering Framework. ACSOS Companion Lukas Iffländer, Hayreddin Ciner, Nicolas Fella, Samuel Kounev, Nishant Rawtani, Klaus-Dieter Lange
2020	J	`jnl`	Attack-aware Security Function Chain Reordering. CoRR Lukas Iffländer, Nishant Rawtani, Lukas Beierlieb, Nicolas Fella, Klaus-Dieter Lange, Samuel Kounev
2020	B	`conf`	Baloo: Measuring and Modeling the Performance Configurations of Distributed DBMS. MASCOTS Johannes Grohmann, Daniel Seybold, Simon Eismann, Mark Leznik, Samuel Kounev, Jörg Domaschka
2020	—	`conf`	Energy Efficiency Analysis of Compiler Optimizations on the SPEC CPU 2017 Benchmark Suite. ICPE Companion Norbert Schmitt, James Bucek, Klaus-Dieter Lange, Samuel Kounev
2020	B	`conf`	Evaluating the Performance of a State-of-the-Art Group-oriented Encryption Scheme for Dynamic Groups in an IoT Scenario. MASCOTS Thomas Prantl, Peter Ten, Lukas Iffländer, Alexandra Dmitrienko, Samuel Kounev, Christian Krupitzer
2020	J	`jnl`	Heat-aware Loadbalancing - Is it a thing? Softwaretechnik-Trends Lukas Iffländer, Norbert Schmitt, Andreas Knapp, Samuel Kounev
2020	—	`conf`	Implementing Attack-aware Security Function Chain Reordering. ACSOS Companion Lukas Iffländer, Lukas Beierlieb, Nicolas Fella, Samuel Kounev, Nishant Rawtani, Klaus-Dieter Lange
2020	—	`conf`	Model-Based Performance Predictions for SDN-Based Networks: A Case Study. MMB Stefan Herrnleben, Piotr Rygielski, Johannes Grohmann, Simon Eismann, Tobias Hoßfeld, Samuel Kounev
2020	Misc	`conf`	Performance, Power, and Energy-Efficiency Impact Analysis of Compiler Optimizations on the SPEC CPU 2017 Benchmark Suite. UCC Norbert Schmitt, James Bucek, John Beckett, Aaron Cragin, Klaus-Dieter Lange, Samuel Kounev
2020	B	`conf`	Predicting the Costs of Serverless Workflows. ICPE Simon Eismann, Johannes Grohmann, Erwin Van Eyk, Nikolas Herbst, Samuel Kounev
2020	A	`conf`	Quantifying measurement quality and load distribution in Tor. ACSAC André Greubel, Steffen Pohl, Samuel Kounev
2020	J	`jnl`	Sizeless: Predicting the optimal size of serverless functions. CoRR Simon Eismann, Long Bui, Johannes Grohmann, Cristina L. Abad, Nikolas Herbst, Samuel Kounev
2020	—	`book`	Systems Benchmarking - For Scientists and Engineers Samuel Kounev, Klaus-Dieter Lange, Jóakim von Kistowski
2020	A*	`conf`	Telescope: An Automatic Feature Extraction and Transformation Approach for Time Series Forecasting on a Level-Playing Field. ICDE André Bauer, Marwin Züfle, Nikolas Herbst, Samuel Kounev, Valentin Curtef
2020	J	`jnl`	Time Series Forecasting for Self-Aware Systems. Proc. IEEE André Bauer, Marwin Züfle, Nikolas Herbst, Albin Zehe, Andreas Hotho, Samuel Kounev
2020	—	`conf`	To Fail or Not to Fail: Predicting Hard Disk Drive Failure Time Windows. MMB Marwin Züfle, Christian Krupitzer, Florian Erhard, Johannes Grohmann, Samuel Kounev
2020	J	`jnl`	Towards Self-Aware Multirotor Formations. Comput. Dennis Kaiser, Veronika Lesch, Julian Rothe, Michael Strohmeier, Florian Spieß, Christian Krupitzer, Sergio Montenegro, Samuel Kounev
2019	J	`jnl`	9th Symposium on Software Performance (SSP) Hildesheim, November 08-09, 2018. Softwaretechnik-Trends Holger Eichelberger, Klaus Schmid, Wilhelm Hasselbring, Steffen Becker, André van Hoorn, Samuel Kounev
2019	J	`jnl`	Addressing Shortcomings of Existing DDoS Protection Software Using Software-Defined Networking. Softwaretechnik-Trends Lukas Iffländer, Stefan Geißler, Jürgen Walter, Lukas Beierlieb, Samuel Kounev
2019	—	`conf`	Autonomic Forecasting Method Selection: Examination and Ways Ahead. ICAC Marwin Züfle, André Bauer, Veronika Lesch, Christian Krupitzer, Nikolas Herbst, Samuel Kounev, Valentin Curtef
2019	—	`conf`	Best Practices for Time Series Forecasting (Tutorial). FAS*W@SASO/ICAC André Bauer, Marwin Züfle, Nikolas Herbst, Samuel Kounev
2019	J	`jnl`	Chameleon: A Hybrid, Proactive Auto-Scaling Mechanism on a Level-Playing Field. IEEE Trans. Parallel Distributed Syst. André Bauer, Nikolas Herbst, Simon Spinner, Ahmed Ali-Eldin, Samuel Kounev
2019	A	`conf`	Chamulteon: Coordinated Auto-Scaling of Micro-Services. ICDCS André Bauer, Veronika Lesch, Laurens Versluis, Alexey Ilyushkin, Nikolas Herbst, Samuel Kounev
2019	B	`conf`	Detecting Parametric Dependencies for Performance Models Using Feature Selection Techniques. MASCOTS Johannes Grohmann, Simon Eismann, Sven Elflein, Jóakim von Kistowski, Samuel Kounev, Manar Mazkatli
2019	J	`jnl`	Hands Off my Database: Ransomware Detection in Databases through Dynamic Analysis of Query Sequences. CoRR Lukas Iffländer, Alexandra Dmitrienko, Christoph Hagen, Michael Jobst, Samuel Kounev
2019	A	`conf`	Integrating Statistical Response Time Models in Architectural Performance Models. ICSA Simon Eismann, Johannes Grohmann, Jürgen Walter, Jóakim von Kistowski, Samuel Kounev
2019	J	`jnl`	Measuring and rating the energy-efficiency of servers. Future Gener. Comput. Syst. Jóakim von Kistowski, Klaus-Dieter Lange, Jeremy A. Arnold, John Beckett, Hansfried Block, Michael G. Tricker, Sanjay Sharma, Johann Pais, Samuel Kounev
2019	B	`conf`	Measuring the Energy Efficiency of Transactional Loads on GPGPU. ICPE Jóakim von Kistowski, Johann Pais, Tobias Wahl, Klaus-Dieter Lange, Hansfried Block, John Beckett, Samuel Kounev
2019	J	`jnl`	Modeling of Aggregated IoT Traffic and Its Application to an IoT Cloud. Proc. IEEE Florian Metzger, Tobias Hoßfeld, André Bauer, Samuel Kounev, Poul E. Heegaard
2019	A	`conf`	Monitorless: Predicting Performance Degradation in Cloud Applications with Machine Learning. Middleware Johannes Grohmann, Patrick K. Nicholson, Jesus Omaña Iglesias, Samuel Kounev, Diego Lugones
2019	J	`jnl`	On Learning Parametric Dependencies from Monitoring Data. Softwaretechnik-Trends Johannes Grohmann, Simon Eismann, Samuel Kounev
2019	—	`conf`	Online Power Consumption Estimation for Functions in Cloud Applications. ICAC Norbert Schmitt, Lukas Iffländer, André Bauer, Samuel Kounev
2019	J	`jnl`	Online model learning for self-aware computing infrastructures. J. Syst. Softw. Simon Spinner, Johannes Grohmann, Simon Eismann, Samuel Kounev
2019	B	`conf`	Performance Oriented Dynamic Bypassing for Intrusion Detection Systems. ICPE Lukas Iffländer, Jonathan Stoll, Nishant Rawtani, Veronika Lesch, Klaus-Dieter Lange, Samuel Kounev
2019	B	`conf`	Predicting Server Power Consumption from Standard Rating Results. ICPE Jóakim von Kistowski, Johannes Grohmann, Norbert Schmitt, Samuel Kounev
2019	—	`conf`	Systematic Search for Optimal Resource Configurations of Distributed Applications. FAS*W@SASO/ICAC André Bauer, Simon Eismann, Johannes Grohmann, Nikolas Herbst, Samuel Kounev
2019	—	`conf`	TeaStore - A Micro-Service Reference Application for Performance Engineers. ICPE Companion Jóakim von Kistowski, Simon Eismann, Johannes Grohmann, Norbert Schmitt, André Bauer, Samuel Kounev
2019	—	`conf`	TeaStore - A Micro-Service Reference Application. FAS*W@SASO/ICAC Simon Eismann, Jóakim von Kistowski, Johannes Grohmann, André Bauer, Norbert Schmitt, Samuel Kounev
2019	—	`conf`	TeaStore: A Micro-Service Reference Application for Benchmarking, Modeling and Resource Management Research. SE/SWM Jóakim von Kistowski, Simon Eismann, Norbert Schmitt, André Bauer, Johannes Grohmann, Samuel Kounev
2019	—	`conf`	Towards Adaptive Car-to-Cloud Communication. PerCom Workshops Stefan Herrnleben, Martin Pfannemüller, Christian Krupitzer, Samuel Kounev, Michele Segata, Felix Fastnacht, Magnus Nigmann
2019	J	`jnl`	Towards Testing the Performance Influence of Hypervisor Hypercall Interface Behavior. Softwaretechnik-Trends Lukas Beierlieb, Lukas Iffländer, Samuel Kounev, Aleksandar Milenkoski
2019	—	`conf`	Towards Testing the Software Aging Behavior of Hypervisor Hypercall Interfaces. ISSRE Workshops Lukas Beierlieb, Lukas Iffländer, Aleksandar Milenkoski, Charles F. Gonçalves, Nuno Antunes, Samuel Kounev
2019	—	`conf`	Utilizing Clustering to Optimize Resource Demand Estimation Approaches. FAS*W@SASO/ICAC Johannes Grohmann, Simon Eismann, André Bauer, Marwin Züfle, Nikolas Herbst, Samuel Kounev
2018	—	`conf`	Blackbox Learning of Parametric Dependencies for Performance Models. MoDELS (Workshops) Vanessa Ackermann, Johannes Grohmann, Simon Eismann, Samuel Kounev
2018	J	`jnl`	CUP: A Formalism for Expressing Cloud Usage Patterns for Experts and Non-Experts. IEEE Cloud Comput. Aleksandar Milenkoski, Alexandru Iosup, Samuel Kounev, Kai Sachs, Diane E. Mularz, Jonathan A. Curtiss, Jason Ding, Florian Rosenberg, Piotr Rygielski
2018	—	`conf`	Challenges in Automating Performance Tool Support. ICPE Companion Connie U. Smith, Vittorio Cortellessa, Abel Gómez, Samuel Kounev, Catalina M. Lladó, C. Murray Woodside
2018	B	`conf`	FOX: Cost-Awareness for Autonomic Resource Management in Public Clouds. ICPE Veronika Lesch, André Bauer, Nikolas Herbst, Samuel Kounev
2018	A	`conf`	Modeling of Parametric Dependencies for Performance Prediction of Component-Based Software Systems at Run-Time. ICSA Simon Eismann, Jürgen Walter, Jóakim von Kistowski, Samuel Kounev
2018	—	`conf`	On the Value of Service Demand Estimation for Auto-scaling. MMB André Bauer, Johannes Grohmann, Nikolas Herbst, Samuel Kounev
2018	J	`jnl`	Quantifying Cloud Performance and Dependability: Taxonomy, Metric Design, and Emerging Challenges. ACM Trans. Model. Perform. Evaluation Comput. Syst. Nikolas Herbst, André Bauer, Samuel Kounev, Giorgos Oikonomou, Erwin Van Eyk, George Kousiouris, Athanasia Evangelinou, Rouven Krebs, Tim Brecht, Cristina L. Abad, Alexandru Iosup
2018	—	`conf`	Run-Time Prediction of Power Consumption for Component Deployments. ICAC Jóakim von Kistowski, Maximilian Deffner, Samuel Kounev
2018	A	`conf`	SmarTor: Smarter Tor with Smart Contracts: Improving resilience of topology distribution in the Tor network. ACSAC André Greubel, Alexandra Dmitrienko, Samuel Kounev
2018	B	`conf`	TeaStore: A Micro-Service Reference Application for Benchmarking, Modeling and Resource Management Research. MASCOTS Jóakim von Kistowski, Simon Eismann, Norbert Schmitt, André Bauer, Johannes Grohmann, Samuel Kounev
2018	—	`conf`	TeaStore: A Micro-Service Reference Application for Cloud Researchers. UCC Companion Simon Eismann, Jóakim von Kistowski, Johannes Grohmann, André Bauer, Norbert Schmitt, Nikolas Herbst, Samuel Kounev
2018	—	`conf`	The Vision of Self-Aware Performance Models. ICSA Companion Johannes Grohmann, Simon Eismann, Samuel Kounev
2018	—	`conf`	The Vision of Self-aware Reordering of Security Network Function Chains. ICPE Companion Lukas Iffländer, Jürgen Walter, Simon Eismann, Samuel Kounev
2018	—	`conf`	Tools for Declarative Performance Engineering. ICPE Companion Jürgen Walter, Simon Eismann, Johannes Grohmann, Dusan Okanovic, Samuel Kounev
2018	C	`conf`	Using Machine Learning for Recommending Service Demand Estimation Approaches - Position Paper. CLOSER Johannes Grohmann, Nikolas Herbst, Simon Spinner, Samuel Kounev
2017	—	`conf`	An Expandable Extraction Framework for Architectural Performance Models. ICPE Companion Jürgen Walter, Christian Stier, Heiko Koziolek, Samuel Kounev
2017	—	`ch.`	Architectural Concepts for Self-aware Computing Systems. Self-Aware Computing Systems Holger Giese, Thomas Vogel, Ada Diaconescu, Sebastian Götz, Samuel Kounev
2017	—	`conf`	Automated and Adaptable Decision Support for Software Performance Engineering. VALUETOOLS Jürgen Walter, André van Hoorn, Samuel Kounev
2017	B	`conf`	Autopilot: Enabling easy Benchmarking of Workload Energy Efficiency. ICPE Jóakim von Kistowski, Maximilian Deffner, Jeremy A. Arnold, Klaus-Dieter Lange, John Beckett, Samuel Kounev
2017	—	`ch.`	Benchmarking Intrusion Detection Systems with Adaptive Provisioning of Virtualized Resources. Self-Aware Computing Systems Aleksandar Milenkoski, K. R. Jayaram, Samuel Kounev
2017	B	`conf`	Design and Evaluation of a Proactive, Application-Aware Auto-Scaler: Tutorial Paper. ICPE André Bauer, Nikolas Herbst, Samuel Kounev
2017	B	`conf`	Emulating the Power Consumption Behavior of Server Workloads Using CPU Performance Counters. MASCOTS Norbert Schmitt, Jóakim von Kistowski, Samuel Kounev
2017	J	`jnl`	Introduction: 8th Symposium on Software Performance (SSP), Karlsruhe, November 09-10, 2017. Softwaretechnik-Trends Ralf H. Reussner, Wilhelm Hasselbring, Samuel Kounev, André van Hoorn, Steffen Becker
2017	—	`conf`	Mapping of Service Level Objectives to Performance Queries. ICPE Companion Jürgen Walter, Dusan Okanovic, Samuel Kounev
2017	—	`ch.`	Metrics and Benchmarks for Self-aware Computing Systems. Self-Aware Computing Systems Nikolas Herbst, Steffen Becker, Samuel Kounev, Heiko Koziolek, Martina Maggio, Aleksandar Milenkoski, Evgenia Smirni
2017	C	`conf`	Model-Based Self-Aware Performance and Resource Management Using the Descartes Modeling Language. Software Engineering Samuel Kounev, Nikolaus Huber, Fabian Brosig, Simon Spinner, Manuel Bähr
2017	J	`jnl`	Model-Based Self-Aware Performance and Resource Management Using the Descartes Modeling Language. IEEE Trans. Software Eng. Nikolaus Huber, Fabian Brosig, Simon Spinner, Samuel Kounev, Manuel Bähr
2017	J	`jnl`	Modeling and Extracting Load Intensity Profiles. ACM Trans. Auton. Adapt. Syst. Jóakim von Kistowski, Nikolas Herbst, Samuel Kounev, Henning Groenda, Christian Stier, Sebastian Lehrig
2017	—	`ch.`	Online Learning of Run-Time Models for Performance and Resource Management in Data Centers. Self-Aware Computing Systems Jürgen Walter, Antinisca Di Marco, Simon Spinner, Paola Inverardi, Samuel Kounev
2017	—	`ch.`	Online Workload Forecasting. Self-Aware Computing Systems Nikolas Herbst, Ayman A. Amin, Artur Andrzejak, Lars Grunske, Samuel Kounev, Ole J. Mengshoel, Priya Krishnan Sundararajan
2017	—	`conf`	Performance Assessment of Cloud Migrations from Network and Application Point of View. MONAMI Lukas Iffländer, Christopher Metter, Florian Wamser, Phuoc Tran-Gia, Samuel Kounev
2017	B	`conf`	Predicting Power Consumption of High-Memory-Bandwidth Workloads. ICPE Norbert Schmitt, Jóakim von Kistowski, Samuel Kounev
2017	J	`jnl`	Providing Model-Extraction-as-a-Service for Architectural Performance Models. Softwaretechnik-Trends Jürgen Walter, Simon Eismann, Nikolai Reed, Samuel Kounev
2017	—	`ch.`	Reference Scenarios for Self-aware Computing. Self-Aware Computing Systems Jeffrey O. Kephart, Martina Maggio, Ada Diaconescu, Holger Giese, Henry Hoffmann, Samuel Kounev, Anne Koziolek, Peter R. Lewis, Anders Robertsson, Simon Spinner
2017	—	`ch.`	Run-Time Models for Online Performance and Resource Management in Data Centers. Self-Aware Computing Systems Simon Spinner, Antonio Filieri, Samuel Kounev, Martina Maggio, Anders Robertsson
2017	—	`book`	Self-Aware Computing Systems. Samuel Kounev, Jeffrey O. Kephart, Aleksandar Milenkoski, Xiaoyun Zhu
2017	—	`conf`	Self-Tuning Resource Demand Estimation. ICAC Johannes Grohmann, Nikolas Herbst, Simon Spinner, Samuel Kounev
2017	—	`ch.`	Self-aware Computing Systems: Related Concepts and Research Areas. Self-Aware Computing Systems Javier Cámara, Kirstie L. Bellman, Jeffrey O. Kephart, Marco Autili, Nelly Bencomo, Ada Diaconescu, Holger Giese, Sebastian Götz, Paola Inverardi, Samuel Kounev, Massimo Tivoli
2017	—	`ch.`	Software Architectures for Self-protection in IaaS Clouds. Self-Aware Computing Systems K. R. Jayaram, Aleksandar Milenkoski, Samuel Kounev
2017	—	`ch.`	Spacecraft Autonomous Reaction Capabilities, Control Approaches, and Self-aware Computing. Self-Aware Computing Systems Klaus Schilling, Jürgen Walter, Samuel Kounev
2017	—	`ch.`	State of the Art in Architectures for Self-aware Computing Systems. Self-Aware Computing Systems Holger Giese, Thomas Vogel, Ada Diaconescu, Sebastian Götz, Nelly Bencomo, Kurt Geihs, Samuel Kounev, Kirstie L. Bellman
2017	—	`ch.`	The Notion of Self-aware Computing. Self-Aware Computing Systems Samuel Kounev, Peter R. Lewis, Kirstie L. Bellman, Nelly Bencomo, Javier Cámara, Ada Diaconescu, Lukas Esterle, Kurt Geihs, Holger Giese, Sebastian Götz, Paola Inverardi, Jeffrey O. Kephart, Andrea Zisman
2017	—	`conf`	Towards a Scalability and Energy Efficiency Benchmark for VNF. TPCTC Norbert Schmitt, Jóakim von Kistowski, Samuel Kounev
2016	—	`ed.`	2016 IEEE International Conference on Autonomic Computing, ICAC 2016, Wuerzburg, Germany, July 17-22, 2016 ICAC Samuel Kounev, Holger Giese, Jie Liu
2016	J	`jnl`	7th Symposium on Software Performance (SSP) Kiel, November 08-09, 2016. Softwaretechnik-Trends Wilhelm Hasselbring, Steffen Becker, André van Hoorn, Samuel Kounev, Ralf H. Reussner
2016	J	`jnl`	A Model-Based Approach to Designing Self-Aware IT Systems and Infrastructures. Computer Samuel Kounev, Nikolaus Huber, Fabian Brosig, Xiaoyun Zhu
2016	—	`conf`	A Reference Architecture for Online Performance Model Extraction in Virtualized Environments. ICPE Companion Simon Spinner, Jürgen Walter, Samuel Kounev
2016	C	`conf`	Analysis of the trade-offs in different modeling approaches for performance prediction of software systems. Software Engineering Samuel Kounev, Fabian Brosig, Philipp Meier, Steffen Becker, Anne Koziolek, Heiko Koziolek, Piotr Rygielski
2016	B	`conf`	Asking "What"?, Automating the "How"?: The Vision of Declarative Performance Engineering. ICPE Jürgen Walter, André van Hoorn, Heiko Koziolek, Dusan Okanovic, Samuel Kounev
2016	B	`conf`	Automated Extraction of Network Traffic Models Suitable for Performance Simulation. ICPE Piotr Rygielski, Viliam Simko, Felix Sittner, Doris Aschenbrenner, Samuel Kounev, Klaus Schilling
2016	C	`conf`	Automated workload characterization for I/O performance analysis in virtualized environments. Software Engineering Axel Busch, Qais Noorshams, Samuel Kounev, Anne Koziolek, Ralf H. Reussner, Erich Amrehn
2016	—	`conf`	Enabling Fluid Analysis for Queueing Petri Nets via Model Transformation. PASM Christoph Müller, Piotr Rygielski, Simon Spinner, Samuel Kounev
2016	—	`conf`	Modeling and Prediction of Software-Defined Networks Performance using Queueing Petri Nets. SimuTools Piotr Rygielski, Marian Seliuchenko, Samuel Kounev
2016	J	`jnl`	PAVO: A Framework for the Visualization of Performance Analyses Results. Softwaretechnik-Trends Jürgen Walter, Maximilian König, Simon Eismann, Samuel Kounev
2016	—	`conf`	Performance Analysis of SDN Switches with Hardware and Software Flow Tables. VALUETOOLS Piotr Rygielski, Marian Seliuchenko, Samuel Kounev, Mykhailo Klymash
2016	—	`conf`	Predicting Power Consumption in Virtualized Environments. EPEW Jóakim von Kistowski, Marco Schreck, Samuel Kounev
2016	A	`conf`	Quantifying the Attack Detection Accuracy of Intrusion Detection Systems in Virtualized Environments. ISSRE Aleksandar Milenkoski, K. R. Jayaram, Nuno Antunes, Marco Vieira, Samuel Kounev
2016	J	`jnl`	Ready for Rain? A View from SPEC Research on the Future of Cloud Metrics. CoRR Nikolas Herbst, Rouven Krebs, Giorgos Oikonomou, George Kousiouris, Athanasia Evangelinou, Alexandru Iosup, Samuel Kounev
2016	B	`conf`	SPEC Research Group's Cloud Working Group: RG Cloud Group. ICPE Alexandru Iosup, Samuel Kounev, Kai Sachs
2016	J	`jnl`	Univariate Interpolation-based Modeling of Power and Performance. EAI Endorsed Trans. Energy Web Jóakim von Kistowski, Samuel Kounev
2016	B	`conf`	Variations in CPU Power Consumption. ICPE Jóakim von Kistowski, Hansfried Block, John Beckett, Cloyce Spradling, Klaus-Dieter Lange, Samuel Kounev
2015	B	`conf`	Analysis of the Influences on Server Power Consumption and Energy Efficiency for CPU-Intensive Workloads. ICPE Jóakim von Kistowski, Hansfried Block, John Beckett, Klaus-Dieter Lange, Jeremy A. Arnold, Samuel Kounev
2015	B	`conf`	Automated Workload Characterization for I/O Performance Analysis in Virtualized Environments. ICPE Axel Busch, Qais Noorshams, Samuel Kounev, Anne Koziolek, Ralf H. Reussner, Erich Amrehn
2015	—	`conf`	BUNGEE: An Elasticity Benchmark for Self-Adaptive IaaS Cloud Environments. SEAMS@ICSE Nikolas Roman Herbst, Samuel Kounev, Andreas Weber, Henning Groenda
2015	—	`conf`	Comparing the Accuracy of Resource Demand Measurement and Estimation Techniques. EPEW Felix Willnecker, Markus Dlugi, Andreas Brunnert, Simon Spinner, Samuel Kounev, Wolfgang Gottesheim, Helmut Krcmar
2015	B	`conf`	Energy Efficiency of Hierarchical Server Load Distribution Strategies. MASCOTS Jóakim von Kistowski, John Beckett, Klaus-Dieter Lange, Hansfried Block, Jeremy A. Arnold, Samuel Kounev
2015	J	`jnl`	Evaluating Computer Intrusion Detection Systems: A Survey of Common Practices. ACM Comput. Surv. Aleksandar Milenkoski, Marco Vieira, Samuel Kounev, Alberto Avritzer, Bryan D. Payne
2015	J	`jnl`	Evaluating approaches to resource demand estimation. Perform. Evaluation Simon Spinner, Giuliano Casale, Fabian Brosig, Samuel Kounev
2015	A	`conf`	Evaluation of Intrusion Detection Systems in Virtualized Environments Using Attack Injection. RAID Aleksandar Milenkoski, Bryan D. Payne, Nuno Antunes, Marco Vieira, Samuel Kounev, Alberto Avritzer, Matthias Luft
2015	—	`conf`	Flexible performance prediction of data center networks using automatically generated simulation models. SimuTools Piotr Rygielski, Samuel Kounev, Phuoc Tran-Gia
2015	—	`conf`	Load Testing Elasticity and Performance Isolation in Shared Execution Environments. LT@ICPE Samuel Kounev
2015	—	`conf`	Model-Based Autonomic and Performance-Aware System Adaptation in Heterogeneous Resource Environments: A Case Study. ICCAC Nikolaus Huber, Jürgen Walter, Manuel Bahr, Samuel Kounev
2015	J	`jnl`	Model-driven Algorithms and Architectures for Self-Aware Computing Systems (Dagstuhl Seminar 15041). Dagstuhl Reports Samuel Kounev, Xiaoyun Zhu, Jeffrey O. Kephart, Marta Kwiatkowska
2015	—	`conf`	Modeling and Extracting Load Intensity Profiles. SEAMS@ICSE Jóakim von Kistowski, Nikolas Herbst, Daniel Zoller, Samuel Kounev, Andreas Hotho
2015	—	`conf`	Parallel simulation of queueing petri nets. SimuTools Jürgen Walter, Simon Spinner, Samuel Kounev
2015	B	`conf`	Proactive Memory Scaling of Virtualized Applications. CLOUD Simon Spinner, Nikolas Herbst, Samuel Kounev, Xiaoyun Zhu, Lei Lu, Mustafa Uysal, Rean Griffith
2015	J	`jnl`	Quantitative Evaluation of Model-Driven Performance Analysis and Simulation of Component-Based Architectures. IEEE Trans. Software Eng. Fabian Brosig, Philipp Meier, Steffen Becker, Anne Koziolek, Heiko Koziolek, Samuel Kounev
2015	A	`conf`	Specialized Heuristics for the Controller Placement Problem in Large Scale SDN Networks. ITC Stanislav Lange, Steffen Gebert, Joachim Spoerhase, Piotr Rygielski, Thomas Zinner, Samuel Kounev, Phuoc Tran-Gia
2015	J	`jnl`	Symposium on Software Performance (SSP) 2015. Softwaretechnik-Trends Steffen Becker, Andreas Brunnert, Wilhelm Hasselbring, André van Hoorn, Samuel Kounev, Helmut Krcmar, Ralf H. Reussner
2015	—	`conf`	The Descartes Modeling Language for Self-Aware Performance and Resource Management. Software Engineering & Management Samuel Kounev, Fabian Brosig, Nikolaus Huber
2015	B	`conf`	The Storage Performance Analyzer: Measuring, Monitoring, and Modeling of I/O Performance in Virtualized Environments (Invited Demonstration Paper). ICPE Qais Noorshams, Axel Busch, Samuel Kounev, Ralf H. Reussner
2014	J	`jnl`	Architecture-level software performance abstractions for online performance prediction. Sci. Comput. Program. Fabian Brosig, Nikolaus Huber, Samuel Kounev
2014	—	`conf`	Automated Modeling of I/O Performance and Interference Effects in Virtualized Storage Systems. ICDCS Workshops Qais Noorshams, Axel Busch, Andreas Rentschler, Dominik Bruhn, Samuel Kounev, Petr Tuma, Ralf H. Reussner
2014	J	`jnl`	Cloud Usage Patterns: A Formalism for Description of Cloud Usage Scenarios. CoRR Aleksandar Milenkoski, Alexandru Iosup, Samuel Kounev, Kai Sachs, Piotr Rygielski, Jason Ding, Walfredo Cirne, Florian Rosenberg
2014	—	`conf`	Data Center Network Throughput Analysis Using Queueing Petri Nets. ICDCS Workshops Piotr Rygielski, Samuel Kounev
2014	—	`conf`	Enriching software architecture models with statistical models for performance prediction in modern storage environments. CBSE Qais Noorshams, Roland Reeb, Andreas Rentschler, Samuel Kounev, Ralf H. Reussner
2014	A	`conf`	Experience Report: An Analysis of Hypercall Handler Vulnerabilities. ISSRE Aleksandar Milenkoski, Bryan D. Payne, Nuno Antunes, Marco Vieira, Samuel Kounev
2014	B	`conf`	LIMBO: a tool for modeling variable load intensities. ICPE Jóakim von Kistowski, Nikolas Herbst, Samuel Kounev
2014	B	`conf`	LibReDE: a library for resource demand estimation. ICPE Simon Spinner, Giuliano Casale, Xiaoyun Zhu, Samuel Kounev
2014	J	`jnl`	Metrics and techniques for quantifying performance isolation in cloud environments. Sci. Comput. Program. Rouven Krebs, Christof Momm, Samuel Kounev
2014	J	`jnl`	Modeling event-based communication in component-based software architectures for performance predictions. Softw. Syst. Model. Christoph Rathfelder, Benjamin Klatt, Kai Sachs, Samuel Kounev
2014	B	`conf`	Modeling of I/O Performance Interference in Virtualized Environments with Queueing Petri Nets. MASCOTS Qais Noorshams, Kiana Rostami, Samuel Kounev, Ralf H. Reussner
2014	J	`jnl`	Modeling run-time adaptation at the system architecture level in dynamic service-oriented environments. Serv. Oriented Comput. Appl. Nikolaus Huber, André van Hoorn, Anne Koziolek, Fabian Brosig, Samuel Kounev
2014	—	`conf`	Modeling variations in load intensity over time. LT@ICPE Jóakim von Kistowski, Nikolas Roman Herbst, Samuel Kounev
2014	J	`jnl`	On Benchmarking Intrusion Detection Systems in Virtualized Environments. CoRR Aleksandar Milenkoski, Samuel Kounev, Alberto Avritzer, Nuno Antunes, Marco Vieira
2014	B	`conf`	Performance queries for architecture-level performance models. ICPE Fabian Gorsler, Fabian Brosig, Samuel Kounev
2014	—	`conf`	Platform-as-a-Service Architecture for Performance Isolated Multi-tenant Applications. IEEE CLOUD Rouven Krebs, Manuel Lösch, Samuel Kounev
2014	A*	`ed.`	Proceedings of the Symposium on Software Performance: Joint Descartes/Kieker/Palladio Days, SoSP 2014, Stuttgart, Germany, November 26-28, 2014 SoSP Steffen Becker, Wilhelm Hasselbring, André van Hoorn, Samuel Kounev, Ralf H. Reussner
2014	—	`conf`	Quantitative Evaluation of Service Dependability in Shared Execution Environments. QEST Samuel Kounev
2014	B	`conf`	Resource Usage Control in Multi-tenant Applications. CCGRID Rouven Krebs, Simon Spinner, Nadia Ahmed, Samuel Kounev
2014	—	`conf`	Runtime Vertical Scaling of Virtualized Applications via Online Model Estimation. SASO Simon Spinner, Samuel Kounev, Xiaoyun Zhu, Lei Lu, Mustafa Uysal, Anne Holler, Rean Griffith
2014	J	`jnl`	Self-adaptive workload classification and forecasting for proactive resource provisioning. Concurr. Comput. Pract. Exp. Nikolas Roman Herbst, Nikolaus Huber, Samuel Kounev, Erich Amrehn
2014	J	`jnl`	Technical Information on Vulnerabilities of Hypercall Handlers. CoRR Aleksandar Milenkoski, Marco Vieira, Bryan D. Payne, Nuno Antunes, Samuel Kounev
2014	—	`conf`	Towards a Resource Elasticity Benchmark for Cloud Environments. HotTopiCS@ICPE Andreas Weber, Nikolas Herbst, Henning Groenda, Samuel Kounev
2014	A*	`conf`	Using and Extending LIMBO for the Descriptive Modeling of Arrival Behaviors. SoSP Jóakim von Kistowski, Nikolas Herbst, Samuel Kounev
2013	B	`conf`	A generic approach for architecture-level performance modeling and prediction of virtualized storage systems. ICPE Qais Noorshams, Andreas Rentschler, Samuel Kounev, Ralf H. Reussner
2013	B	`conf`	A meta-model for performance modeling of dynamic virtualized network infrastructures. ICPE Piotr Rygielski, Steffen Zschaler, Samuel Kounev
2013	—	`conf`	Controlling the Palladio Bench using the Descartes Query Language. KPDAYS Fabian Gorsler, Fabian Brosig, Samuel Kounev
2013	—	`conf`	Elasticity in Cloud Computing: What It Is, and What It Is Not. ICAC Nikolas Roman Herbst, Samuel Kounev, Ralf H. Reussner
2013	B	`conf`	Evaluating Approaches for Performance Prediction in Virtualized Environments. MASCOTS Fabian Brosig, Fabian Gorsler, Nikolaus Huber, Samuel Kounev
2013	B	`conf`	I/O Performance Modeling of Virtualized Storage Systems. MASCOTS Qais Noorshams, Kiana Rostami, Samuel Kounev, Petr Tuma, Ralf H. Reussner
2013	—	`conf`	Model-based throughput prediction in data center networks. M&N Piotr Rygielski, Samuel Kounev, Steffen Zschaler
2013	B	`conf`	Multi-tenancy Performance Benchmark for Web Application Platforms. ICWE Rouven Krebs, Alexander Wert, Samuel Kounev
2013	J	`jnl`	Network Virtualization for QoS-Aware Resource Management in Cloud Data Centers: A Survey. Prax. Inf.verarb. Kommun. Piotr Rygielski, Samuel Kounev
2013	J	`jnl`	Performance modeling and analysis of message-oriented event-driven systems. Softw. Syst. Model. Kai Sachs, Samuel Kounev, Alejandro P. Buchmann
2013	B	`conf`	Predictive performance modeling of virtualized storage systems using optimized statistical regression techniques. ICPE Qais Noorshams, Dominik Bruhn, Samuel Kounev, Ralf H. Reussner
2013	—	`ed.`	Proceedings of the 2013 international workshop on Hot topics in cloud services, HotTopiCS 2013, co-located with ICPE'13, Czech Republic, April 20-21, 2013 HotTopiCS Samuel Kounev, Steffen Zschaler, Kai Sachs
2013	—	`conf`	RELATE: a research training network on engineering and provisioning of service-based cloud applications. HotTopiCS Samuel Kounev, Stamatia Rizou, Steffen Zschaler, Spiros Alexakis, Tomás Bures, Jean-Marc Jézéquel, Dimitrios Kourtesis, Stelios Pantelopoulos
2013	B	`conf`	Self-adaptive workload classification and forecasting for proactive resource provisioning. ICPE Nikolas Roman Herbst, Nikolaus Huber, Samuel Kounev, Erich Amrehn
2013	—	`conf`	Towards Online Performance Model Extraction in Virtualized Environments. [email protected] Simon Spinner, Samuel Kounev, Xiaoyun Zhu, Mustafa Uysal
2013	—	`conf`	Using Queuing Models for Large System Migration Scenarios - An Industrial Case Study with IBM System z. EPEW Robert Vaupel, Qais Noorshams, Samuel Kounev, Ralf H. Reussner
2012	C	`conf`	Architectural Concerns in Multi-tenant SaaS Applications. CLOSER Rouven Krebs, Christof Momm, Samuel Kounev
2012	—	`conf`	Experimental Evaluation of the Performance-Influencing Factors of Virtualized Storage Systems. EPEW/UKPEW Qais Noorshams, Samuel Kounev, Ralf H. Reussner
2012	B	`conf`	Introduction to queueing petri nets: modeling formalism, tool support and case studies. ICPE Samuel Kounev, Simon Spinner, Philipp Meier
2012	—	`conf`	Metrics and techniques for quantifying performance isolation in cloud environments. QoSA Rouven Krebs, Christof Momm, Samuel Kounev
2012	—	`conf`	Modeling dynamic virtualized resource landscapes. QoSA Nikolaus Huber, Fabian Brosig, Samuel Kounev
2012	—	`conf`	Modeling of Event-based Communication in Component-based Architectures: State-of-the-Art and Future Directions. FESCA Samuel Kounev, Christoph Rathfelder, Benjamin Klatt
2012	—	`conf`	Modeling parameter and context dependencies in online architecture-level performance models. CBSE Fabian Brosig, Nikolaus Huber, Samuel Kounev
2012	—	`ch.`	Online Prediction: Four Case Studies. Resilience Assessment and Evaluation of Computing Systems Katja Gilly, Fabian Brosig, Ramon Nou, Samuel Kounev, Carlos Juiz
2012	—	`ch.`	Providing Dependability and Performance in the Cloud: Case Studies. Resilience Assessment and Evaluation of Computing Systems Nikolaus Huber, Fabian Brosig, Nicholas J. Dingle, Kaustubh Joshi, Samuel Kounev
2012	—	`ch.`	Providing Dependability and Resilience in the Cloud: Challenges and Opportunities. Resilience Assessment and Evaluation of Computing Systems Samuel Kounev, Philipp Reinecke, Fabian Brosig, Jeremy T. Bradley, Kaustubh Joshi, Vlastimil Babka, Anton Stefanek, Stephen Gilmore
2012	—	`ch.`	Resilience Benchmarking. Resilience Assessment and Evaluation of Computing Systems Marco Vieira, Henrique Madeira, Kai Sachs, Samuel Kounev
2012	—	`conf`	S/T/A: Meta-Modeling Run-Time Adaptation in Component-Based System Architectures. ICEBE Nikolaus Huber, André van Hoorn, Anne Koziolek, Fabian Brosig, Samuel Kounev
2012	B	`conf`	Stochastic Modeling and Analysis Using QPME: Queueing Petri Net Modeling Environment v2.0. Petri Nets Simon Spinner, Samuel Kounev, Philipp Meier
2012	—	`conf`	Towards benchmarking intrusion detection systems for virtualized cloud environments. ICITST Aleksandar Milenkoski, Samuel Kounev
2011	B	`conf`	Automated Transformation of Component-Based Software Architecture Models to Queueing Petri Nets. MASCOTS Philipp Meier, Samuel Kounev, Heiko Koziolek
2011	A*	`conf`	Automated extraction of architecture-level performance models of distributed component-based systems. ASE Fabian Brosig, Nikolaus Huber, Samuel Kounev
2011	—	`conf`	Automated simulation-based capacity planning for enterprise data fabrics. SimuTools Samuel Kounev, Konstantin Bender, Fabian Brosig, Nikolaus Huber, Russell Okamoto
2011	A*	`conf`	Capacity planning for event-based systems using automated performance predictions. ASE Christoph Rathfelder, Samuel Kounev, David Evans
2011	—	`conf`	Engineering of Self-aware IT Systems and Services: State-of-the-Art and Research Challenges. EPEW Samuel Kounev
2011	C	`conf`	Evaluating and Modeling Virtualization Performance Overhead for Cloud Environments. CLOSER Nikolaus Huber, Marcel von Quast, Michael Hauck, Samuel Kounev
2011	—	`ed.`	Fifth International Workshop on the Practical Application of Stochastic Modelling, PASM@ICPE 2011, Karlsruhe, Germany, March 2011 PASM@ICPE Nigel Thomas, Jeremy T. Bradley, William J. Knottenbelt, Samuel Kounev, Nikolaus Huber, Fabian Brosig
2011	B	`ed.`	ICPE'11 - Second Joint WOSP/SIPEW International Conference on Performance Engineering, Karlsruhe, Germany, March 14-16, 2011 ICPE Samuel Kounev, Vittorio Cortellessa, Raffaela Mirandola, David J. Lilja
2011	—	`conf`	Integration of event-based communication in the palladio software quality prediction framework. QoSA/ISARCS Benjamin Klatt, Christoph Rathfelder, Samuel Kounev
2011	—	`conf`	Model-Based Techniques for Performance Engineering of Business Information Systems. BMSD Samuel Kounev, Nikolaus Huber, Simon Spinner, Fabian Brosig
2011	A	`conf`	Model-based self-adaptive resource allocation in virtualized environments. SEAMS Nikolaus Huber, Fabian Brosig, Samuel Kounev
2011	—	`conf`	Preface. PASM@ICPE Nigel Thomas, Jeremy T. Bradley, William J. Knottenbelt, Samuel Kounev, Nikolaus Huber, Fabian Brosig
2011	J	`jnl`	Self-Aware Software and Systems Engineering: A Vision and Research Roadmap. Softwaretechnik-Trends Samuel Kounev
2011	—	`conf`	Self-aware QoS management in virtualized infrastructures. ICAC Samuel Kounev, Fabian Brosig, Nikolaus Huber
2010	—	`conf`	Analysis of the Performance-Influencing Factors of Virtualization Platforms. OTM Conferences (2) Nikolaus Huber, Marcel von Quast, Fabian Brosig, Samuel Kounev
2010	—	`conf`	Benchmarking Publish/Subscribe-Based Messaging Systems. DASFAA Workshops Kai Sachs, Stefan Appel, Samuel Kounev, Alejandro P. Buchmann
2010	—	`ed.`	Emerging Research Directions in Computer Science, Karlsruhe, Germany, July 26-27, 2010. Proceedings - KIT-Nachwuchswissenschaftler-Symposium, Contributions from the Young Informatics Faculty in Karlsruhe KIT-Nachwuchswissenschaftler-Symposium Victor Pankratius, Samuel Kounev
2010	—	`conf`	Engineering of Next Generation Self-Aware Software Systems: A Research Roadmap. KIT-Nachwuchswissenschaftler-Symposium Samuel Kounev
2010	—	`conf`	Predictive Modelling of Peer-to-Peer Event-Driven Communication in Component-Based Systems. EPEW Christoph Rathfelder, David Evans, Samuel Kounev
2010	—	`conf`	QPME 2.0 - A Tool for Stochastic Modeling and Analysis Using Queueing Petri Nets. From Active Data Management to Event-Based Systems and More Samuel Kounev, Simon Spinner, Philipp Meier
2010	—	`conf`	Stochastic performance analysis and capacity planning of publish/subscribe systems. DEBS Arnd Schröter, Gero Mühl, Samuel Kounev, Helge Parzyjegla, Jan Richling
2010	—	`conf`	Towards Self-Aware Performance and Resource Management in Modern Service-Oriented Systems. IEEE SCC Samuel Kounev, Fabian Brosig, Nikolaus Huber, Ralf H. Reussner
2010	—	`conf`	Towards middleware-aware integration of event-based communication into the Palladio component model. DEBS Christoph Rathfelder, Benjamin Klatt, Samuel Kounev, David Evans
2009	—	`conf`	Automated extraction of palladio component models from running enterprise Java applications. VALUETOOLS Fabian Brosig, Samuel Kounev, Klaus Krogmann
2009	J	`jnl`	Autonomic QoS control in enterprise Grid environments using online simulation. J. Syst. Softw. Ramon Nou, Samuel Kounev, Ferran Julià, Jordi Torres
2009	J	`jnl`	Benchmarking and Performance Modeling of Event-Based Systems (Modellierung und Bewertung von Ereignis-basierten Systemen). it Inf. Technol. Samuel Kounev, Kai Sachs
2009	—	`conf`	Benchmarking of message-oriented middleware. DEBS Kai Sachs, Samuel Kounev, Stefan Appel, Alejandro P. Buchmann
2009	—	`conf`	Model-based performance prediction for event-driven systems. DEBS Christoph Rathfelder, Samuel Kounev
2009	—	`conf`	Modeling event-driven service-oriented systems using the palladio component model. QUASOSS@ESEC/FSE Christoph Rathfelder, Samuel Kounev
2009	J	`jnl`	Performance evaluation of message-oriented middleware using the SPECjms2007 benchmark. Perform. Evaluation Kai Sachs, Samuel Kounev, Jean Bacon, Alejandro P. Buchmann
2009	J	`jnl`	QPME: a performance modeling tool based on queueing Petri Nets. SIGMETRICS Perform. Evaluation Rev. Samuel Kounev, Christofer Dutz
2009	—	`conf`	Stochastic Analysis of Hierarchical Publish/Subscribe Systems. Euro-Par Gero Mühl, Arnd Schröter, Helge Parzyjegla, Samuel Kounev, Jan Richling
2008	C	`conf`	A Methodology for Performance Modeling of Distributed Event-Based Systems. ISORC Samuel Kounev, Kai Sachs, Jean Bacon, Alejandro P. Buchmann
2008	—	`ed.`	Performance Evaluation: Metrics, Models and Benchmarks, SPEC International Performance Evaluation Workshop, SIPEW 2008, Darmstadt, Germany, June 27-28, 2008. Proceedings SIPEW Samuel Kounev, Ian Gorton, Kai Sachs
2008	—	`ch.`	Software Performance Evaluation. Wiley Encyclopedia of Computer Science and Engineering Samuel Kounev
2007	—	`conf`	Autonomic QoS-Aware resource management in grid computing using online performance models. VALUETOOLS Samuel Kounev, Ramon Nou, Jordi Torres
2007	—	`conf`	Building Online Performance Models of Grid Middleware with Fine-Grained Load-Balancing: A Globus Toolkit Case Study. EPEW Ramon Nou, Samuel Kounev, Jordi Torres
2007	—	`conf`	Towards a common API for publish/subscribe. DEBS Peter R. Pietzuch, David M. Eyers, Samuel Kounev, Brian Shand
2007	—	`conf`	Workload Characterization of the SPECjms2007 Benchmark. EPEW Kai Sachs, Samuel Kounev, Jean Bacon, Alejandro P. Buchmann
2006	J	`jnl`	Performance Modeling and Evaluation of Distributed Component-Based Systems Using Queueing Petri Nets. IEEE Trans. Software Eng. Samuel Kounev
2006	—	`—`	Performance engineering of distributed component based systems: benchmarking, modeling and performance prediction. Samuel Kounev
2006	—	`conf`	QPME - Queueing Petri Net Modeling Environment. QEST Samuel Kounev, Christofer Dutz, Alejandro P. Buchmann
2006	J	`jnl`	SimQPN - A tool and methodology for analyzing queueing Petri net models by means of simulation. Perform. Evaluation Samuel Kounev, Alejandro P. Buchmann
2003	—	`conf`	Performance Modeling and Evaluation of Large-Scale J2EE Applications. Int. CMG Conference Samuel Kounev, Alejandro P. Buchmann
2003	B	`conf`	Performance modelling of distributed e-business applications using Queuing Petri Nets. ISPASS Samuel Kounev, Alejandro P. Buchmann
2003	—	`conf`	PetStore-WS: Measuring the Performance Implications of Web Services. Int. CMG Conference Kai S. Juse, Samuel Kounev, Alejandro P. Buchmann
2002	A*	`conf`	Improving Data Access of J2EE Applications by Exploiting Asynchronous Messaging and Caching Services. VLDB Samuel Kounev, Alejandro P. Buchmann