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Samuel Kounev

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affiliation: University of Würzburg, Germany
affiliation (former): Karlsruhe Institute of Technology, Germany

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2020 – today

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2025
[j60]
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Martin Straesser, Stefan Geissler, Stanislav Lange, Lukas Kilian Schumann, Tobias Hossfeld, Samuel Kounev:
Trust your local scaler: A continuous, decentralized approach to autoscaling. Perform. Evaluation 167: 102452 (2025)
2024
[j59]
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Thomas Prantl, Lukas Horn, Simon Engel, Lukas Iffländer, Lukas Beierlieb, Christian Krupitzer, André Bauer, Mansi Sakarvadia, Ian T. Foster, Samuel Kounev:
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. 23(2): 1149-1169 (2024)
[j58]
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Florian Spiess, Norbert Strobel, Tobias Kaupp, Samuel Kounev:
A Data-Driven Model for Range Sensors. Int. J. Semantic Comput. 18(2): 205-222 (2024)
[j57]
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Michael Stenger, Robert Leppich, Ian T. Foster, Samuel Kounev, André Bauer:
Evaluation is key: a survey on evaluation measures for synthetic time series. J. Big Data 11(1): 66 (2024)
[j56]
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Michael Stenger, André Bauer, Thomas Prantl, Robert Leppich, Nathaniel Hudson, Kyle Chard, Ian T. Foster, Samuel Kounev:
Thinking in Categories: A Survey on Assessing the Quality for Time Series Synthesis. ACM J. Data Inf. Qual. 16(2): 14:1-14:32 (2024)
[c209]
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Thomas Prantl, Marco Lauer, Lukas Horn, Simon Engel, David Dingel, André Bauer, Christian Krupitzer, Samuel Kounev:
Security Analysis of a Decentralized, Revocable and Verifiable Attribute-Based Encryption Scheme. ARES 2024: 24:1-24:11
[c208]
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Lukas Beierlieb, Nicolas Bellmann, Lukas Iffländer, Samuel Kounev:
Logging Hypercalls to Learn About the Behavior of Hyper-V. ICSOFT 2024: 411-418
[c207]
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Vanessa Borst, Timo Dittus, Konstantin Müller, Samuel Kounev:
Early Explorations of Lightweight Models for Wound Segmentation on Mobile Devices. KI 2024: 282-291
[c206]
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Sebastian Frank, Martin Straesser, Lion Wagner, Patrick Haas, M. Alireza Hakamian, Samuel Kounev, André van Hoorn:
Simulating Microservice-based Architectures for Resilience Assessment Enriched by Authentic Container Orchestration. Software Engineering 2024: 133-134
[c205]
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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:
Unveiling Temporal Performance Deviation: Leveraging Clustering in Microservices Performance Analysis. ICPE (Companion) 2024: 72-76
[c204]
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Ivo Rohwer, Maximilian Schwinger, Nikolas Herbst, Peter Friedl, Michael Stephan, Samuel Kounev:
Resource Demand Profiling of Monolithic Workflows. ICPE (Companion) 2024: 222-225
[i18]
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  - journals/corr/abs-2401-02524
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André Bauer, Simon Trapp, Michael Stenger, Robert Leppich, Samuel Kounev, Mark Leznik, Kyle Chard, Ian T. Foster:
Comprehensive Exploration of Synthetic Data Generation: A Survey. CoRR abs/2401.02524 (2024)
[i17]
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  - journals/corr/abs-2405-18165
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Robert Leppich, Vanessa Borst, Veronika Lesch, Samuel Kounev:
Time Series Representation Models. CoRR abs/2405.18165 (2024)
[i16]
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  - journals/corr/abs-2407-07605
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Vanessa Borst, Timo Dittus, Konstantin Müller, Samuel Kounev:
Early Explorations of Lightweight Models for Wound Segmentation on Mobile Devices. CoRR abs/2407.07605 (2024)
2023
[j55]
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  - journals/apin/LeschMKHKK23
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Veronika Lesch, Patrick B. M. Müller, Moritz Krämer, Marius Hadry, Samuel Kounev, Christian Krupitzer:
Optimizing storage assignment, order picking, and their interaction in mezzanine warehouses. Appl. Intell. 53(15): 18605-18629 (2023)
[j54]
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  - journals/cacm/KounevHAIFSRC23
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Samuel Kounev, Nikolas Herbst, Cristina L. Abad, Alexandru Iosup, Ian T. Foster, Prashant J. Shenoy, Omer F. Rana, Andrew A. Chien:
Serverless Computing: What It Is, and What It Is Not? Commun. ACM 66(9): 80-92 (2023)
[j53]
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Thomas Prantl, André Bauer, Lukas Iffländer, Christian Krupitzer, Samuel Kounev:
Recommendation of secure group communication schemes using multi-objective optimization. Int. J. Inf. Sec. 22(5): 1291-1332 (2023)
[j52]
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Stefan Geißler, Florian Wamser, Wolfgang Bauer, Steffen Gebert, Samuel Kounev, Tobias Hoßfeld:
MVNOCoreSim: A Digital Twin for Virtualized IoT-Centric Mobile Core Networks. IEEE Internet Things J. 10(15): 13974-13987 (2023)
[j51]
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Veronika Lesch, Marwin Züfle, André Bauer, Lukas Iffländer, Christian Krupitzer, Samuel Kounev:
A literature review of IoT and CPS - What they are, and what they are not. J. Syst. Softw. 200: 111631 (2023)
[j50]
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  - journals/staeors/MullerLGBPKT23
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Konstantin Müller, Robert Leppich, Christian Geiß, Vanessa Borst, Patrick Aravena Pelizari, Samuel Kounev, Hannes Taubenböck:
Deep Neural Network Regression for Normalized Digital Surface Model Generation With Sentinel-2 Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 8508-8519 (2023)
[j49]
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  - journals/stt/BeierliebIPK23
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Lukas Beierlieb, Lukas Iffländer, Thomas Prantl, Samuel Kounev:
Comparing the Performance of Data Processing Implementations. Softwaretechnik-Trends 43(4) (2023)
[j48]
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Veronika Lesch, Marius Hadry, Christian Krupitzer, Samuel Kounev:
Self-aware Optimization of Adaptation Planning Strategies. ACM Trans. Auton. Adapt. Syst. 18(3): 10:1-10:35 (2023)
[c203]
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  - conf/ccgrid/StraesserBLHCFK23
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Martin Straesser, André Bauer, Robert Leppich, Nikolas Herbst, Kyle Chard, Ian T. Foster, Samuel Kounev:
An Empirical Study of Container Image Configurations and Their Impact on Start Times. CCGrid 2023: 94-105
[c202]
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Martin Straesser, Stefan Geißler, Tobias Hoßfeld, Samuel Kounev:
Power to the Applications: The Vision of Continuous Decentralized Autoscaling. CCGridW 2023: 281-283
[c201]
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  - conf/icar/SpiessBSKK23
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Florian Spiess, Daniel Bluemm, Norbert Strobel, Tobias Kaupp, Samuel Kounev:
BLOCSIE - Benchmark for LOCalization in a Simulated Industrial Environment. ICAR 2023: 577-584
[c200]
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Thomas Prantl, Simon Engel, Lukas Horn, Dennis Kaiser, Lukas Iffländer, André Bauer, Christian Krupitzer, Samuel Kounev:
Performance Impact Analysis of Homomorphic Encryption: A Case Study Using Linear Regression as an Example. ISPEC 2023: 284-298
[c199]
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  - conf/valuetools/StraesserH0HHK23
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Martin Straesser, Patrick Haas, Sebastian Frank, M. Alireza Hakamian, André van Hoorn, Samuel Kounev:
Kubernetes-in-the-Loop: Enriching Microservice Simulation Through Authentic Container Orchestration. VALUETOOLS 2023: 82-98
[c198]
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Martin Straesser, Simon Eismann, Jóakim von Kistowski, André Bauer, Samuel Kounev:
Autoscaler Evaluation and Configuration: A Practitioner's Guideline. ICPE 2023: 31-41
[c197]
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  - conf/wosp/MeissnerLSACGPZ23
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Maximilian Meissner, Klaus-Dieter Lange, Sanjay Sharma, Jeremy A. Arnold, Aaron Cragin, Patrick Galizia, Mike Petrich, Bin Zhang, Samuel Kounev:
Challenges and Future Directions in Efficiency Benchmarking (Vision Paper). ICPE (Companion) 2023: 51-55
[c196]
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  - conf/wosp/Beierlieb0LIK23
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Lukas Beierlieb, André Bauer, Robert Leppich, Lukas Iffländer, Samuel Kounev:
Efficient Data Processing: Assessing the Performance of Different Programming Languages. ICPE (Companion) 2023: 83-87
[c195]
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André Bauer, Martin Straesser, Mark Leznik, Lukas Beierlieb, Marius Hadry, Nathaniel Hudson, Kyle Chard, Samuel Kounev, Ian T. Foster:
Searching for the Ground Truth: Assessing the Similarity of Benchmarking Runs. ICPE (Companion) 2023: 95-99
[c194]
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Martin Straesser, Jonas Mathiasch, André Bauer, Samuel Kounev:
A Systematic Approach for Benchmarking of Container Orchestration Frameworks. ICPE 2023: 187-198
[c193]
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  - conf/wosp/Kounev23
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Samuel Kounev:
Serverless Computing Revisited: Evolution, State-of-the-Art, and Performance Challenges. ICPE (Companion) 2023: 309-310
[d2]
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Martin Straesser, André Bauer, Robert Leppich, Nikolas Herbst, Kyle Chard, Ian T. Foster, Samuel Kounev:
An Empirical Study of Container Image Configurations and Their Impact on Start Times (Container Image Data). Zenodo, 2023
[d1]
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Martin Straesser, Jonas Mathiasch, André Bauer, Samuel Kounev:
A Systematic Approach for Benchmarking of Container Orchestration Frameworks (Research Paper Artifact). Zenodo, 2023
[i15]
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  - journals/corr/abs-2309-15871
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André Bauer, Mark Leznik, Michael Stenger, Robert Leppich, Nikolas Herbst, Samuel Kounev, Ian T. Foster:
Telescope: An Automated Hybrid Forecasting Approach on a Level-Playing Field. CoRR abs/2309.15871 (2023)
2022
[j47]
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Thomas Prantl, Timo Zeck, André Bauer, Peter Ten, Dominik Prantl, Ala Eddine Ben Yahya, Lukas Iffländer, Alexandra Dmitrienko, Christian Krupitzer, Samuel Kounev:
A Survey on Secure Group Communication Schemes With Focus on IoT Communication. IEEE Access 10: 99944-99962 (2022)
[j46]
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  - journals/apin/LeschKKSK22
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Veronika Lesch, Maximilian König, Samuel Kounev, Anthony Stein, Christian Krupitzer:
Tackling the rich vehicle routing problem with nature-inspired algorithms. Appl. Intell. 52(8): 9476-9500 (2022)
[j45]
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Elia Henrichs, Veronika Lesch, Martin Straesser, Samuel Kounev, Christian Krupitzer:
A literature review on optimization techniques for adaptation planning in adaptive systems: State of the art and research directions. Inf. Softw. Technol. 149: 106940 (2022)
[j44]
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  - journals/jss/EismannCLBSHK22
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Simon Eismann, Diego Elias Costa, Lizhi Liao, Cor-Paul Bezemer, Weiyi Shang, André van Hoorn, Samuel Kounev:
A case study on the stability of performance tests for serverless applications. J. Syst. Softw. 189: 111294 (2022)
[j43]
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Veronika Lesch, Martin Breitbach, Michele Segata, Christian Becker, Samuel Kounev, Christian Krupitzer:
An Overview on Approaches for Coordination of Platoons. IEEE Trans. Intell. Transp. Syst. 23(8): 10049-10065 (2022)
[c192]
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Thomas Prantl, Timo Zeck, Lukas Iffländer, Lukas Beierlieb, Alexandra Dmitrienko, Christian Krupitzer, Samuel Kounev:
Towards a Cryptography Benchmark: A View on Attribute Based Encryption Schemes. CIoT 2022: 158-165
[c191]
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  - conf/cns/SendnerISJDK22
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Christoph Sendner, Lukas Iffländer, Sebastian Schindler, Michael Jobst, Alexandra Dmitrienko, Samuel Kounev:
Ransomware Detection in Databases through Dynamic Analysis of Query Sequences. CNS 2022: 326-334
[c190]
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  - conf/irc/SpiessSKK22
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Florian Spiess, Norbert Strobel, Tobias Kaupp, Samuel Kounev:
A data-driven Sensor Model for LIDAR Range Measurements used for Mobile Robot Navigation. IRC 2022: 76-80
[c189]
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  - conf/iwqos/HerrnlebenGLPMH22
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Stefan Herrnleben, Johannes Grohmann, Veronika Lesch, Thomas Prantl, Florian Metzger, Tobias Hoßfeld, Samuel Kounev:
Investigating the Predictability of QoS Metrics in Cellular Networks. IWQoS 2022: 1-10
[c188]
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Lukas Petzi, Ala Eddine Ben Yahya, Alexandra Dmitrienko, Gene Tsudik, Thomas Prantl, Samuel Kounev:
SCRAPS: Scalable Collective Remote Attestation for Pub-Sub IoT Networks with Untrusted Proxy Verifier. USENIX Security Symposium 2022: 3485-3501
[c187]
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Thomas Prantl, Simon Engel, André Bauer, Ala Eddine Ben Yahya, Stefan Herrnleben, Lukas Iffländer, Alexandra Dmitrienko, Samuel Kounev:
An Experience Report on the Suitability of a Distributed Group Encryption Scheme for an IoT Use Case. VTC Spring 2022: 1-7
[c186]
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Marius Hadry, Veronika Lesch, Samuel Kounev:
FADE: Towards Flexible and Adaptive Distance Estimation Considering Obstacles: Vision Paper. ICPE (Companion) 2022: 1-5
[c185]
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André Bauer, Martin Straesser, Lukas Beierlieb, Maximilian Meissner, Samuel Kounev:
Automated Triage of Performance Change Points Using Time Series Analysis and Machine Learning: Data Challenge Paper. ICPE (Companion) 2022: 29-32
[c184]
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Mark Leznik, Johannes Grohmann, Nina Kliche, André Bauer, Daniel Seybold, Simon Eismann, Samuel Kounev, Jörg Domaschka:
Same, Same, but Dissimilar: Exploring Measurements for Workload Time-series Similarity. ICPE 2022: 89-96
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Martin Straesser, Johannes Grohmann, Jóakim von Kistowski, Simon Eismann, André Bauer, Samuel Kounev:
Why Is It Not Solved Yet?: Challenges for Production-Ready Autoscaling. ICPE 2022: 105-115
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Maximilian Meissner, Supriya Kamthania, Nishant Rawtani, James Bucek, Klaus-Dieter Lange, Samuel Kounev:
Experience and Guidelines for Sorting Algorithm Choices and Their Energy Efficiency. ICPE (Companion) 2022: 137-144
[e9]
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David Georg Reichelt, Richard Müller, Steffen Becker, Wilhelm Hasselbring, André van Hoorn, Samuel Kounev, Anne Koziolek, Ralf H. Reussner:
Short Paper Proceedings of Symposium on Software Performance 2021, SSP 2021, Leipzig, Germany, November 9-10, 2022. CEUR Workshop Proceedings 3043, CEUR-WS.org 2022, ISBN 978-3-642-14622-0 [contents]
2021
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Veronika Lesch, Christian Krupitzer, Kevin Stubenrauch, Nico Keil, Christian Becker, Samuel Kounev, Michele Segata:
A comparison of mechanisms for compensating negative impacts of system integration. Future Gener. Comput. Syst. 116: 117-131 (2021)
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Johannes Grohmann, Simon Eismann, André Bauer, Simon Spinner, Johannes Blum, Nikolas Herbst, Samuel Kounev:
SARDE: A Framework for Continuous and Self-Adaptive Resource Demand Estimation. ACM Trans. Auton. Adapt. Syst. 15(2): 6:1-6:31 (2021)
[c181]
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Lukas Beierlieb, Lukas Iffländer, Tobias Schneider, Thomas Prantl, Samuel Kounev:
Teaching Software Testing Using Automated Grading. ABP 2021: 19-26
[c180]
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Veronika Lesch, Tanja Noack, Johannes Hefter, Samuel Kounev, Christian Krupitzer:
Towards Situation-Aware Meta-Optimization of Adaptation Planning Strategies. ACSOS 2021: 177-187
[c179]
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Samuel Kounev:
The Science of Systems Benchmarking. CLOSER 2021: 17
[c178]
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Florian Spieß, Jonas Friesslich, Daniel Bluemm, Fabio Mast, Dmitrij Vinokour, Samuel Kounev, Tobias Kaupp, Norbert Strobel:
Towards a Mobile Robot Localization Benchmark with Challenging Sensordata in an Industrial Environment. ICAR 2021: 857-864
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Marwin Züfle, Florian Erhard, Samuel Kounev:
Machine Learning Model Update Strategies for Hard Disk Drive Failure Prediction. ICMLA 2021: 1379-1386
[c176]
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Marwin Züfle, Joachim Agne, Johannes Grohmann, Ibrahim Dörtoluk, Samuel Kounev:
A Predictive Maintenance Methodology: Predicting the Time-to-Failure of Machines in Industry 4.0. INDIN 2021: 1-8
[c175]
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Thomas Prantl, Dominik Prantl, André Bauer, Lukas Iffländer, Alexandra Dmitrienko, Samuel Kounev, Christian Krupitzer:
Benchmarking of Pre- and Post-Quantum Group Encryption Schemes with Focus on IoT. IPCCC 2021: 1-10
[c174]
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Thomas Prantl, Dominik Prantl, Lukas Beierlieb, Lukas Iffländer, Alexandra Dmitrienko, Samuel Kounev, Christian Krupitzer:
Performance Evaluation for a Post-Quantum Public-Key Cryptosystem. IPCCC 2021: 1-7
[c173]
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Lukas Beierlieb, Alberto Avritzer, Lukas Iffländer, Nuno Antunes, Aleksandar Milenkoski, Samuel Kounev:
Software Testing Strategies for Detecting Hypercall Handlers' Aging-related Bugs. ISSRE Workshops 2021: 48-55
[c172]
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Lukas Beierlieb, Lukas Iffländer, Aleksandar Milenkoski, Thomas Prantl, Samuel Kounev:
Measuring the Performance Impact of Branching Instructions. SSP 2021
[c171]
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Dennis Kaiser, Bohdan Dovhan, André Bauer, Samuel Kounev:
Towards Splitting Monolithic Workflows Into Serverless Functions and Estimating Their Run-Time in the Earth Observation Domain (Poster). SSP 2021
[c170]
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Martin Straesser, Samuel Kounev:
Container Start Times: Empirical Analysis and Predictability (Poster). SSP 2021
[c169]
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Norbert Schmitt, Supriya Kamthania, Nishant Rawtani, Luis Mendoza, Klaus-Dieter Lange, Samuel Kounev:
Energy-Efficiency Comparison of Common Sorting Algorithms. MASCOTS 2021: 1-8
[c168]
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  - conf/middleware/EismannBGAHK21
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Simon Eismann, Long Bui, Johannes Grohmann, Cristina L. Abad, Nikolas Herbst, Samuel Kounev:
Sizeless: predicting the optimal size of serverless functions. Middleware 2021: 248-259
[c167]
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  - conf/percom/LeschHKK21
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Veronika Lesch, Marius Hadry, Samuel Kounev, Christian Krupitzer:
Utility-based Vehicle Routing Integrating User Preferences. PerCom Workshops 2021: 263-268
[c166]
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  - conf/rcis/FinkeMLZK021
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Nils Finke, Marisa Mohr, Alexander Lontke, Marwin Züfle, Samuel Kounev, Ralf Möller:
Recommendations for Data-Driven Degradation Estimation with Case Studies from Manufacturing and Dry-Bulk Shipping. RCIS 2021: 189-204
[c165]
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Stefan Herrnleben, Maximilian Leidinger, Veronika Lesch, Thomas Prantl, Johannes Grohmann, Christian Krupitzer, Samuel Kounev:
ComBench: A Benchmarking Framework for Publish/Subscribe Communication Protocols Under Network Limitations. VALUETOOLS 2021: 72-92
[c164]
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Samuel Kounev:
A New Course on Systems Benchmarking - For Scientists and Engineers. ICPE (Companion) 2021: 127
[c163]
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Johannes Grohmann, Martin Straesser, Avi Chalbani, Simon Eismann, Yair Arian, Nikolas Herbst, Noam Peretz, Samuel Kounev:
SuanMing: Explainable Prediction of Performance Degradations in Microservice Applications. ICPE 2021: 165-176
[c162]
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Norbert Schmitt, Klaus-Dieter Lange, Sanjay Sharma, Aaron Cragin, David Reiner, Samuel Kounev:
SPEC - Spotlight on the International Standards Group (ISG). ICPE (Companion) 2021: 167-168
[c161]
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Jörg Domaschka, Mark Leznik, Daniel Seybold, Simon Eismann, Johannes Grohmann, Samuel Kounev:
Buzzy: Towards Realistic DBMS Benchmarking via Tailored, Representative, Synthetic Workloads: Vision Paper. ICPE (Companion) 2021: 175-178
[c160]
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Norbert Schmitt, Richard Vobl, Andreas Brunnert, Samuel Kounev:
Towards a Benchmark for Software Resource Efficiency. ICPE (Companion) 2021: 179-182
[c159]
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André Bauer, Marwin Züfle, Simon Eismann, Johannes Grohmann, Nikolas Herbst, Samuel Kounev:
Libra: A Benchmark for Time Series Forecasting Methods. ICPE 2021: 189-200
[c158]
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Norbert Schmitt, Klaus-Dieter Lange, Sanjay Sharma, Nishant Rawtani, Carl Ponder, Samuel Kounev:
The SPECpowerNext Benchmark Suite, its Implementation and New Workloads from a Developer's Perspective. ICPE 2021: 225-232
[c157]
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Thomas Prantl, Peter Ten, Lukas Iffländer, Stefan Herrnleben, Alexandra Dmitrienko, Samuel Kounev, Christian Krupitzer:
Towards a Group Encryption Scheme Benchmark: A View on Centralized Schemes with Focus on IoT. ICPE 2021: 233-240
[c156]
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Thomas Prantl, Lukas Iffländer, Stefan Herrnleben, Simon Engel, Samuel Kounev, Christian Krupitzer:
Performance Impact Analysis of Securing MQTT Using TLS. ICPE 2021: 241-248
[i14]
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Simon Eismann, Diego Elias Costa, Lizhi Liao, Cor-Paul Bezemer, Weiyi Shang, André van Hoorn, Samuel Kounev:
A Case Study on the Stability of Performance Tests for Serverless Applications. CoRR abs/2107.13320 (2021)
[i13]
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  - journals/corr/abs-2111-09087
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Veronika Lesch, Maximilian König, Samuel Kounev, Anthony Stein, Christian Krupitzer:
A Case Study of Vehicle Route Optimization. CoRR abs/2111.09087 (2021)
[i12]
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Veronika Lesch, Marius Hadry, Samuel Kounev, Christian Krupitzer:
A Case Study on Optimization of Platooning Coordination. CoRR abs/2111.09665 (2021)
[i11]
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  - journals/corr/abs-2112-12058
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Veronika Lesch, Patrick B. M. Müller, Moritz Krämer, Samuel Kounev, Christian Krupitzer:
A Case Study on Optimization of Warehouses. CoRR abs/2112.12058 (2021)
2020
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Samuel Kounev, Klaus-Dieter Lange, Jóakim von Kistowski:
Systems Benchmarking - For Scientists and Engineers. Springer 2020, ISBN 978-3-030-41704-8, pp. 1-421
[j40]
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Dennis Kaiser, Veronika Lesch, Julian Rothe, Michael Strohmeier, Florian Spieß, Christian Krupitzer, Sergio Montenegro, Samuel Kounev:
Towards Self-Aware Multirotor Formations. Comput. 9(1): 7 (2020)
[j39]
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Johannes Grohmann, Nikolas Herbst, Avi Chalbani, Yair Arian, Noam Peretz, Samuel Kounev:
A Taxonomy of Techniques for SLO Failure Prediction in Software Systems. Comput. 9(1): 10 (2020)
[j38]
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  - journals/pieee/BauerZHZHK20
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André Bauer, Marwin Züfle, Nikolas Herbst, Albin Zehe, Andreas Hotho, Samuel Kounev:
Time Series Forecasting for Self-Aware Systems. Proc. IEEE 108(7): 1068-1093 (2020)
[j37]
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Lukas Iffländer, Norbert Schmitt, Andreas Knapp, Samuel Kounev:
Heat-aware Loadbalancing - Is it a thing? Softwaretechnik-Trends 40(3): 31-33 (2020)
[c155]
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André Greubel, Steffen Pohl, Samuel Kounev:
Quantifying measurement quality and load distribution in Tor. ACSAC 2020: 129-140
[c154]
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  - conf/acsos/IfflanderBFKRL20
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Lukas Iffländer, Lukas Beierlieb, Nicolas Fella, Samuel Kounev, Nishant Rawtani, Klaus-Dieter Lange:
Implementing Attack-aware Security Function Chain Reordering. ACSOS Companion 2020: 194-199
[c153]
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Lukas Iffländer, Hayreddin Ciner, Nicolas Fella, Samuel Kounev, Nishant Rawtani, Klaus-Dieter Lange:
Architecture for a Dynamic Security Service Function Chain Reordering Framework. ACSOS Companion 2020: 232-233
[c152]
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Marwin Züfle, Samuel Kounev:
A Framework for Time Series Preprocessing and History-based Forecasting Method Recommendation. FedCSIS 2020: 141-144
[c151]
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André Bauer, Marwin Züfle, Nikolas Herbst, Samuel Kounev, Valentin Curtef:
Telescope: An Automatic Feature Extraction and Transformation Approach for Time Series Forecasting on a Level-Playing Field. ICDE 2020: 1902-1905
[c150]
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Johannes Grohmann, Daniel Seybold, Simon Eismann, Mark Leznik, Samuel Kounev, Jörg Domaschka:
Baloo: Measuring and Modeling the Performance Configurations of Distributed DBMS. MASCOTS 2020: 1-8
[c149]
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Thomas Prantl, Peter Ten, Lukas Iffländer, Alexandra Dmitrienko, Samuel Kounev, Christian Krupitzer:
Evaluating the Performance of a State-of-the-Art Group-oriented Encryption Scheme for Dynamic Groups in an IoT Scenario. MASCOTS 2020: 1-8
[c148]
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Marwin Züfle, Christian Krupitzer, Florian Erhard, Johannes Grohmann, Samuel Kounev:
To Fail or Not to Fail: Predicting Hard Disk Drive Failure Time Windows. MMB 2020: 19-36
[c147]
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Stefan Herrnleben, Piotr Rygielski, Johannes Grohmann, Simon Eismann, Tobias Hoßfeld, Samuel Kounev:
Model-Based Performance Predictions for SDN-Based Networks: A Case Study. MMB 2020: 82-98
[c146]
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Stefan Herrnleben, Johannes Grohmann, Piotr Rygielski, Veronika Lesch, Christian Krupitzer, Samuel Kounev:
A Simulation-Based Optimization Framework for Online Adaptation of Networks. SimuTools (1) 2020: 513-532
[c145]
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Stefan Herrnleben, Rudy Ailabouni, Johannes Grohmann, Thomas Prantl, Christian Krupitzer, Samuel Kounev:
An IoT Network Emulator for Analyzing the Influence of Varying Network Quality. SimuTools (2) 2020: 580-599
[c144]
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  - conf/ucc/SchmittBBCLK20
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Norbert Schmitt, James Bucek, John Beckett, Aaron Cragin, Klaus-Dieter Lange, Samuel Kounev:
Performance, Power, and Energy-Efficiency Impact Analysis of Compiler Optimizations on the SPEC CPU 2017 Benchmark Suite. UCC 2020: 292-301
[c143]
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Norbert Schmitt, James Bucek, Klaus-Dieter Lange, Samuel Kounev:
Energy Efficiency Analysis of Compiler Optimizations on the SPEC CPU 2017 Benchmark Suite. ICPE Companion 2020: 38-41
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André Bauer, Marwin Züfle, Johannes Grohmann, Norbert Schmitt, Nikolas Herbst, Samuel Kounev:
An Automated Forecasting Framework based on Method Recommendation for Seasonal Time Series. ICPE 2020: 48-55
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Simon Eismann, Johannes Grohmann, Erwin Van Eyk, Nikolas Herbst, Samuel Kounev:
Predicting the Costs of Serverless Workflows. ICPE 2020: 265-276
[i10]
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Christian Krupitzer, Sebastian Müller, Veronika Lesch, Marwin Züfle, Janick Edinger, Alexander Lemken, Dominik Schäfer, Samuel Kounev, Christian Becker:
A Survey on Human Machine Interaction in Industry 4.0. CoRR abs/2002.01025 (2020)
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Christian Krupitzer, Tim Wagenhals, Marwin Züfle, Veronika Lesch, Dominik Schäfer, Amin Mozaffarin, Janick Edinger, Christian Becker, Samuel Kounev:
A Survey on Predictive Maintenance for Industry 4.0. CoRR abs/2002.08224 (2020)
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Lukas Iffländer, Nishant Rawtani, Lukas Beierlieb, Nicolas Fella, Klaus-Dieter Lange, Samuel Kounev:
Attack-aware Security Function Chain Reordering. CoRR abs/2005.08364 (2020)
[i7]
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Simon Eismann, Long Bui, Johannes Grohmann, Cristina L. Abad, Nikolas Herbst, Samuel Kounev:
Sizeless: Predicting the optimal size of serverless functions. CoRR abs/2010.15162 (2020)

2010 – 2019

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2019
[j36]
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Jóakim von Kistowski, Klaus-Dieter Lange, Jeremy A. Arnold, John Beckett, Hansfried Block, Michael G. Tricker, Sanjay Sharma, Johann Pais, Samuel Kounev:
Measuring and rating the energy-efficiency of servers. Future Gener. Comput. Syst. 100: 579-589 (2019)
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Simon Spinner, Johannes Grohmann, Simon Eismann, Samuel Kounev:
Online model learning for self-aware computing infrastructures. J. Syst. Softw. 147: 1-16 (2019)
[j34]
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Florian Metzger, Tobias Hoßfeld, André Bauer, Samuel Kounev, Poul E. Heegaard:
Modeling of Aggregated IoT Traffic and Its Application to an IoT Cloud. Proc. IEEE 107(4): 679-694 (2019)
[j33]
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Holger Eichelberger, Klaus Schmid, Wilhelm Hasselbring, Steffen Becker, André van Hoorn, Samuel Kounev:
9th Symposium on Software Performance (SSP) Hildesheim, November 08-09, 2018. Softwaretechnik-Trends 39(3): 19-21 (2019)
[j32]
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Lukas Iffländer, Stefan Geißler, Jürgen Walter, Lukas Beierlieb, Samuel Kounev:
Addressing Shortcomings of Existing DDoS Protection Software Using Software-Defined Networking. Softwaretechnik-Trends 39(3): 37-39 (2019)
[j31]
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Lukas Beierlieb, Lukas Iffländer, Samuel Kounev, Aleksandar Milenkoski:
Towards Testing the Performance Influence of Hypervisor Hypercall Interface Behavior. Softwaretechnik-Trends 39(4): 8-10 (2019)
[j30]
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Johannes Grohmann, Simon Eismann, Samuel Kounev:
On Learning Parametric Dependencies from Monitoring Data. Softwaretechnik-Trends 39(4): 14-16 (2019)
[j29]
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André Bauer, Nikolas Herbst, Simon Spinner, Ahmed Ali-Eldin, Samuel Kounev:
Chameleon: A Hybrid, Proactive Auto-Scaling Mechanism on a Level-Playing Field. IEEE Trans. Parallel Distributed Syst. 30(4): 800-813 (2019)
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Norbert Schmitt, Lukas Iffländer, André Bauer, Samuel Kounev:
Online Power Consumption Estimation for Functions in Cloud Applications. ICAC 2019: 63-72
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Marwin Züfle, André Bauer, Veronika Lesch, Christian Krupitzer, Nikolas Herbst, Samuel Kounev, Valentin Curtef:
Autonomic Forecasting Method Selection: Examination and Ways Ahead. ICAC 2019: 167-176
[c138]
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André Bauer, Veronika Lesch, Laurens Versluis, Alexey Ilyushkin, Nikolas Herbst, Samuel Kounev:
Chamulteon: Coordinated Auto-Scaling of Micro-Services. ICDCS 2019: 2015-2025
[c137]
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Simon Eismann, Johannes Grohmann, Jürgen Walter, Jóakim von Kistowski, Samuel Kounev:
Integrating Statistical Response Time Models in Architectural Performance Models. ICSA 2019: 71-80
[c136]
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Lukas Beierlieb, Lukas Iffländer, Aleksandar Milenkoski, Charles F. Gonçalves, Nuno Antunes, Samuel Kounev:
Towards Testing the Software Aging Behavior of Hypervisor Hypercall Interfaces. ISSRE Workshops 2019: 218-224
[c135]
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Johannes Grohmann, Simon Eismann, Sven Elflein, Jóakim von Kistowski, Samuel Kounev, Manar Mazkatli:
Detecting Parametric Dependencies for Performance Models Using Feature Selection Techniques. MASCOTS 2019: 309-322
[c134]
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Johannes Grohmann, Patrick K. Nicholson, Jesús Omana Iglesias, Samuel Kounev, Diego Lugones:
Monitorless: Predicting Performance Degradation in Cloud Applications with Machine Learning. Middleware 2019: 149-162
[c133]
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Stefan Herrnleben, Martin Pfannemüller, Christian Krupitzer, Samuel Kounev, Michele Segata, Felix Fastnacht, Magnus Nigmann:
Towards Adaptive Car-to-Cloud Communication. PerCom Workshops 2019: 119-124
[c132]
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André Bauer, Simon Eismann, Johannes Grohmann, Nikolas Herbst, Samuel Kounev:
Systematic Search for Optimal Resource Configurations of Distributed Applications. FAS*W@SASO/ICAC 2019: 120-125
[c131]
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Johannes Grohmann, Simon Eismann, André Bauer, Marwin Züfle, Nikolas Herbst, Samuel Kounev:
Utilizing Clustering to Optimize Resource Demand Estimation Approaches. FAS*W@SASO/ICAC 2019: 134-139
[c130]
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André Bauer, Marwin Züfle, Nikolas Herbst, Samuel Kounev:
Best Practices for Time Series Forecasting (Tutorial). FAS*W@SASO/ICAC 2019: 255-256
[c129]
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Simon Eismann, Jóakim von Kistowski, Johannes Grohmann, André Bauer, Norbert Schmitt, Samuel Kounev:
TeaStore - A Micro-Service Reference Application. FAS*W@SASO/ICAC 2019: 263-264
[c128]
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Jóakim von Kistowski, Simon Eismann, Norbert Schmitt, André Bauer, Johannes Grohmann, Samuel Kounev:
TeaStore: A Micro-Service Reference Application for Benchmarking, Modeling and Resource Management Research. SE/SWM 2019: 99-100
[c127]
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Jóakim von Kistowski, Simon Eismann, Johannes Grohmann, Norbert Schmitt, André Bauer, Samuel Kounev:
TeaStore - A Micro-Service Reference Application for Performance Engineers. ICPE Companion 2019: 47-48
[c126]
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Lukas Iffländer, Jonathan Stoll, Nishant Rawtani, Veronika Lesch, Klaus-Dieter Lange, Samuel Kounev:
Performance Oriented Dynamic Bypassing for Intrusion Detection Systems. ICPE 2019: 159-166
[c125]
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Jóakim von Kistowski, Johann Pais, Tobias Wahl, Klaus-Dieter Lange, Hansfried Block, John Beckett, Samuel Kounev:
Measuring the Energy Efficiency of Transactional Loads on GPGPU. ICPE 2019: 219-230
[c124]
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Jóakim von Kistowski, Johannes Grohmann, Norbert Schmitt, Samuel Kounev:
Predicting Server Power Consumption from Standard Rating Results. ICPE 2019: 301-312
[i6]
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Lukas Iffländer, Alexandra Dmitrienko, Christoph Hagen, Michael Jobst, Samuel Kounev:
Hands Off my Database: Ransomware Detection in Databases through Dynamic Analysis of Query Sequences. CoRR abs/1907.06775 (2019)
2018
[j28]
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Aleksandar Milenkoski, Alexandru Iosup, Samuel Kounev, Kai Sachs, Diane E. Mularz, Jonathan A. Curtiss, Jason Ding, Florian Rosenberg, Piotr Rygielski:
CUP: A Formalism for Expressing Cloud Usage Patterns for Experts and Non-Experts. IEEE Cloud Comput. 5(3): 65-76 (2018)
[j27]
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Nikolas Herbst, André Bauer, Samuel Kounev, Giorgos Oikonomou, Erwin Van Eyk, George Kousiouris, Athanasia Evangelinou, Rouven Krebs, Tim Brecht, Cristina L. Abad, Alexandru Iosup:
Quantifying Cloud Performance and Dependability: Taxonomy, Metric Design, and Emerging Challenges. ACM Trans. Model. Perform. Evaluation Comput. Syst. 3(4): 19:1-19:36 (2018)
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André Greubel, Alexandra Dmitrienko, Samuel Kounev:
SmarTor: Smarter Tor with Smart Contracts: Improving resilience of topology distribution in the Tor network. ACSAC 2018: 677-691
[c122]
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Johannes Grohmann, Nikolas Herbst, Simon Spinner, Samuel Kounev:
Using Machine Learning for Recommending Service Demand Estimation Approaches - Position Paper. CLOSER 2018: 473-480
[c121]
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Jóakim von Kistowski, Maximilian Deffner, Samuel Kounev:
Run-Time Prediction of Power Consumption for Component Deployments. ICAC 2018: 151-156
[c120]
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Johannes Grohmann, Simon Eismann, Samuel Kounev:
The Vision of Self-Aware Performance Models. ICSA Companion 2018: 60-63
[c119]
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Simon Eismann, Jürgen Walter, Jóakim von Kistowski, Samuel Kounev:
Modeling of Parametric Dependencies for Performance Prediction of Component-Based Software Systems at Run-Time. ICSA 2018: 135-144
[c118]
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Jóakim von Kistowski, Simon Eismann, Norbert Schmitt, André Bauer, Johannes Grohmann, Samuel Kounev:
TeaStore: A Micro-Service Reference Application for Benchmarking, Modeling and Resource Management Research. MASCOTS 2018: 223-236
[c117]
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André Bauer, Johannes Grohmann, Nikolas Herbst, Samuel Kounev:
On the Value of Service Demand Estimation for Auto-scaling. MMB 2018: 142-156
[c116]
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Vanessa Ackermann, Johannes Grohmann, Simon Eismann, Samuel Kounev:
Blackbox Learning of Parametric Dependencies for Performance Models. MoDELS (Workshops) 2018: 78-86
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Simon Eismann, Jóakim von Kistowski, Johannes Grohmann, André Bauer, Norbert Schmitt, Nikolas Herbst, Samuel Kounev:
TeaStore: A Micro-Service Reference Application for Cloud Researchers. UCC Companion 2018: 11-12
[c114]
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Lukas Iffländer, Jürgen Walter, Simon Eismann, Samuel Kounev:
The Vision of Self-aware Reordering of Security Network Function Chains. ICPE Companion 2018: 1-4
[c113]
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Veronika Lesch, André Bauer, Nikolas Herbst, Samuel Kounev:
FOX: Cost-Awareness for Autonomic Resource Management in Public Clouds. ICPE 2018: 4-15
[c112]
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Jürgen Walter, Simon Eismann, Johannes Grohmann, Dusan Okanovic, Samuel Kounev:
Tools for Declarative Performance Engineering. ICPE Companion 2018: 53-56
[c111]
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Connie U. Smith, Vittorio Cortellessa, Abel Gómez, Samuel Kounev, Catalina M. Lladó, C. Murray Woodside:
Challenges in Automating Performance Tool Support. ICPE Companion 2018: 175-176
2017
[j26]
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Ralf H. Reussner, Wilhelm Hasselbring, Samuel Kounev, André van Hoorn, Steffen Becker:
Introduction: 8th Symposium on Software Performance (SSP), Karlsruhe, November 09-10, 2017. Softwaretechnik-Trends 37(3): 3-4 (2017)
[j25]
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Jürgen Walter, Simon Eismann, Nikolai Reed, Samuel Kounev:
Providing Model-Extraction-as-a-Service for Architectural Performance Models. Softwaretechnik-Trends 37(3): 8-10 (2017)
[j24]
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Jóakim von Kistowski, Nikolas Herbst, Samuel Kounev, Henning Groenda, Christian Stier, Sebastian Lehrig:
Modeling and Extracting Load Intensity Profiles. ACM Trans. Auton. Adapt. Syst. 11(4): 23:1-23:28 (2017)
[j23]
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Nikolaus Huber, Fabian Brosig, Simon Spinner, Samuel Kounev, Manuel Bähr:
Model-Based Self-Aware Performance and Resource Management Using the Descartes Modeling Language. IEEE Trans. Software Eng. 43(5): 432-452 (2017)
[c110]
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Johannes Grohmann, Nikolas Herbst, Simon Spinner, Samuel Kounev:
Self-Tuning Resource Demand Estimation. ICAC 2017: 21-26
[c109]
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Norbert Schmitt, Jóakim von Kistowski, Samuel Kounev:
Emulating the Power Consumption Behavior of Server Workloads Using CPU Performance Counters. MASCOTS 2017: 157-163
[c108]
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Lukas Iffländer, Christopher Metter, Florian Wamser, Phuoc Tran-Gia, Samuel Kounev:
Performance Assessment of Cloud Migrations from Network and Application Point of View. MONAMI 2017: 262-276
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Samuel Kounev, Nikolaus Huber, Fabian Brosig, Simon Spinner, Manuel Bähr:
Model-Based Self-Aware Performance and Resource Management Using the Descartes Modeling Language. Software Engineering 2017: 95-96
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Norbert Schmitt, Jóakim von Kistowski, Samuel Kounev:
Towards a Scalability and Energy Efficiency Benchmark for VNF. TPCTC 2017: 41-54
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Jürgen Walter, André van Hoorn, Samuel Kounev:
Automated and Adaptable Decision Support for Software Performance Engineering. VALUETOOLS 2017: 66-73
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Jóakim von Kistowski, Maximilian Deffner, Jeremy A. Arnold, Klaus-Dieter Lange, John Beckett, Samuel Kounev:
Autopilot: Enabling easy Benchmarking of Workload Energy Efficiency. ICPE 2017: 155-156
[c103]
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Jürgen Walter, Christian Stier, Heiko Koziolek, Samuel Kounev:
An Expandable Extraction Framework for Architectural Performance Models. ICPE Companion 2017: 165-170
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Jürgen Walter, Dusan Okanovic, Samuel Kounev:
Mapping of Service Level Objectives to Performance Queries. ICPE Companion 2017: 197-202
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Norbert Schmitt, Jóakim von Kistowski, Samuel Kounev:
Predicting Power Consumption of High-Memory-Bandwidth Workloads. ICPE 2017: 353-356
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André Bauer, Nikolas Herbst, Samuel Kounev:
Design and Evaluation of a Proactive, Application-Aware Auto-Scaler: Tutorial Paper. ICPE 2017: 425-428
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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:
The Notion of Self-aware Computing. Self-Aware Computing Systems 2017: 3-16
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Javier Cámara, Kirstie L. Bellman, Jeffrey O. Kephart, Marco Autili, Nelly Bencomo, Ada Diaconescu, Holger Giese, Sebastian Götz, Paola Inverardi, Samuel Kounev, Massimo Tivoli:
Self-aware Computing Systems: Related Concepts and Research Areas. Self-Aware Computing Systems 2017: 17-49
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Jeffrey O. Kephart, Martina Maggio, Ada Diaconescu, Holger Giese, Henry Hoffmann, Samuel Kounev, Anne Koziolek, Peter R. Lewis, Anders Robertsson, Simon Spinner:
Reference Scenarios for Self-aware Computing. Self-Aware Computing Systems 2017: 87-106
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Holger Giese, Thomas Vogel, Ada Diaconescu, Sebastian Götz, Samuel Kounev:
Architectural Concepts for Self-aware Computing Systems. Self-Aware Computing Systems 2017: 109-147
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Holger Giese, Thomas Vogel, Ada Diaconescu, Sebastian Götz, Nelly Bencomo, Kurt Geihs, Samuel Kounev, Kirstie L. Bellman:
State of the Art in Architectures for Self-aware Computing Systems. Self-Aware Computing Systems 2017: 237-275
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Nikolas Herbst, Steffen Becker, Samuel Kounev, Heiko Koziolek, Martina Maggio, Aleksandar Milenkoski, Evgenia Smirni:
Metrics and Benchmarks for Self-aware Computing Systems. Self-Aware Computing Systems 2017: 437-464
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Simon Spinner, Antonio Filieri, Samuel Kounev, Martina Maggio, Anders Robertsson:
Run-Time Models for Online Performance and Resource Management in Data Centers. Self-Aware Computing Systems 2017: 485-505
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Jürgen Walter, Antinisca Di Marco, Simon Spinner, Paola Inverardi, Samuel Kounev:
Online Learning of Run-Time Models for Performance and Resource Management in Data Centers. Self-Aware Computing Systems 2017: 507-528
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Nikolas Herbst, Ayman A. Amin, Artur Andrzejak, Lars Grunske, Samuel Kounev, Ole J. Mengshoel, Priya Krishnan Sundararajan:
Online Workload Forecasting. Self-Aware Computing Systems 2017: 529-553
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K. R. Jayaram, Aleksandar Milenkoski, Samuel Kounev:
Software Architectures for Self-protection in IaaS Clouds. Self-Aware Computing Systems 2017: 611-631
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Aleksandar Milenkoski, K. R. Jayaram, Samuel Kounev:
Benchmarking Intrusion Detection Systems with Adaptive Provisioning of Virtualized Resources. Self-Aware Computing Systems 2017: 633-657
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Klaus Schilling, Jürgen Walter, Samuel Kounev:
Spacecraft Autonomous Reaction Capabilities, Control Approaches, and Self-aware Computing. Self-Aware Computing Systems 2017: 687-706
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Samuel Kounev, Jeffrey O. Kephart, Aleksandar Milenkoski, Xiaoyun Zhu:
Self-Aware Computing Systems. Springer International Publishing 2017, ISBN 978-3-319-47472-4 [contents]
2016
[j22]
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Samuel Kounev, Nikolaus Huber, Fabian Brosig, Xiaoyun Zhu:
A Model-Based Approach to Designing Self-Aware IT Systems and Infrastructures. Computer 49(7): 53-61 (2016)
[j21]
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Jóakim von Kistowski, Samuel Kounev:
Univariate Interpolation-based Modeling of Power and Performance. EAI Endorsed Trans. Energy Web 3(10): e4 (2016)
[j20]
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Jürgen Walter, Maximilian König, Simon Eismann, Samuel Kounev:
PAVO: A Framework for the Visualization of Performance Analyses Results. Softwaretechnik-Trends 36(4) (2016)
[j19]
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Wilhelm Hasselbring, Steffen Becker, André van Hoorn, Samuel Kounev, Ralf H. Reussner:
7th Symposium on Software Performance (SSP) Kiel, November 08-09, 2016. Softwaretechnik-Trends 36(4) (2016)
[c99]
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Jóakim von Kistowski, Marco Schreck, Samuel Kounev:
Predicting Power Consumption in Virtualized Environments. EPEW 2016: 79-93
[c98]
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Aleksandar Milenkoski, K. R. Jayaram, Nuno Antunes, Marco Vieira, Samuel Kounev:
Quantifying the Attack Detection Accuracy of Intrusion Detection Systems in Virtualized Environments. ISSRE 2016: 276-286
[c97]
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Axel Busch, Qais Noorshams, Samuel Kounev, Anne Koziolek, Ralf H. Reussner, Erich Amrehn:
Automated workload characterization for I/O performance analysis in virtualized environments. Software Engineering 2016: 27-28
[c96]
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Samuel Kounev, Fabian Brosig, Philipp Meier, Steffen Becker, Anne Koziolek, Heiko Koziolek, Piotr Rygielski:
Analysis of the trade-offs in different modeling approaches for performance prediction of software systems. Software Engineering 2016: 47-48
[c95]
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Piotr Rygielski, Marian Seliuchenko, Samuel Kounev:
Modeling and Prediction of Software-Defined Networks Performance using Queueing Petri Nets. SimuTools 2016: 66-75
[c94]
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Piotr Rygielski, Marian Seliuchenko, Samuel Kounev, Mykhailo Klymash:
Performance Analysis of SDN Switches with Hardware and Software Flow Tables. VALUETOOLS 2016
[c93]
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Piotr Rygielski, Viliam Simko, Felix Sittner, Doris Aschenbrenner, Samuel Kounev, Klaus Schilling:
Automated Extraction of Network Traffic Models Suitable for Performance Simulation. ICPE 2016: 27-35
[c92]
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Simon Spinner, Jürgen Walter, Samuel Kounev:
A Reference Architecture for Online Performance Model Extraction in Virtualized Environments. ICPE Companion 2016: 57-62
[c91]
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Jürgen Walter, André van Hoorn, Heiko Koziolek, Dusan Okanovic, Samuel Kounev:
Asking "What"?, Automating the "How"?: The Vision of Declarative Performance Engineering. ICPE 2016: 91-94
[c90]
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Alexandru Iosup, Samuel Kounev, Kai Sachs:
SPEC Research Group's Cloud Working Group: RG Cloud Group. ICPE 2016: 127-128
[c89]
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Jóakim von Kistowski, Hansfried Block, John Beckett, Cloyce Spradling, Klaus-Dieter Lange, Samuel Kounev:
Variations in CPU Power Consumption. ICPE 2016: 147-158
[c88]
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Christoph Müller, Piotr Rygielski, Simon Spinner, Samuel Kounev:
Enabling Fluid Analysis for Queueing Petri Nets via Model Transformation. PASM 2016: 71-91
[e7]
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Samuel Kounev, Holger Giese, Jie Liu:
2016 IEEE International Conference on Autonomic Computing, ICAC 2016, Wuerzburg, Germany, July 17-22, 2016. IEEE Computer Society 2016, ISBN 978-1-5090-1654-9 [contents]
[i5]
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Nikolas Herbst, Rouven Krebs, Giorgos Oikonomou, George Kousiouris, Athanasia Evangelinou, Alexandru Iosup, Samuel Kounev:
Ready for Rain? A View from SPEC Research on the Future of Cloud Metrics. CoRR abs/1604.03470 (2016)
2015
[j18]
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Aleksandar Milenkoski, Marco Vieira, Samuel Kounev, Alberto Avritzer, Bryan D. Payne:
Evaluating Computer Intrusion Detection Systems: A Survey of Common Practices. ACM Comput. Surv. 48(1): 12:1-12:41 (2015)
[j17]
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Simon Spinner, Giuliano Casale, Fabian Brosig, Samuel Kounev:
Evaluating approaches to resource demand estimation. Perform. Evaluation 92: 51-71 (2015)
[j16]
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Steffen Becker, Andreas Brunnert, Wilhelm Hasselbring, André van Hoorn, Samuel Kounev, Helmut Krcmar, Ralf H. Reussner:
Symposium on Software Performance (SSP) 2015. Softwaretechnik-Trends 35(3) (2015)
[j15]
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Fabian Brosig, Philipp Meier, Steffen Becker, Anne Koziolek, Heiko Koziolek, Samuel Kounev:
Quantitative Evaluation of Model-Driven Performance Analysis and Simulation of Component-Based Architectures. IEEE Trans. Software Eng. 41(2): 157-175 (2015)
[c87]
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Simon Spinner, Nikolas Herbst, Samuel Kounev, Xiaoyun Zhu, Lei Lu, Mustafa Uysal, Rean Griffith:
Proactive Memory Scaling of Virtualized Applications. CLOUD 2015: 277-284
[c86]
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Felix Willnecker, Markus Dlugi, Andreas Brunnert, Simon Spinner, Samuel Kounev, Wolfgang Gottesheim, Helmut Krcmar:
Comparing the Accuracy of Resource Demand Measurement and Estimation Techniques. EPEW 2015: 115-129
[c85]
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Nikolaus Huber, Jürgen Walter, Manuel Bahr, Samuel Kounev:
Model-Based Autonomic and Performance-Aware System Adaptation in Heterogeneous Resource Environments: A Case Study. ICCAC 2015: 181-191
[c84]
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Nikolas Roman Herbst, Samuel Kounev, Andreas Weber, Henning Groenda:
BUNGEE: An Elasticity Benchmark for Self-Adaptive IaaS Cloud Environments. SEAMS@ICSE 2015: 46-56
[c83]
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Jóakim von Kistowski, Nikolas Herbst, Daniel Zoller, Samuel Kounev, Andreas Hotho:
Modeling and Extracting Load Intensity Profiles. SEAMS@ICSE 2015: 109-119
[c82]
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Jóakim von Kistowski, John Beckett, Klaus-Dieter Lange, Hansfried Block, Jeremy A. Arnold, Samuel Kounev:
Energy Efficiency of Hierarchical Server Load Distribution Strategies. MASCOTS 2015: 75-84
[c81]
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Aleksandar Milenkoski, Bryan D. Payne, Nuno Antunes, Marco Vieira, Samuel Kounev, Alberto Avritzer, Matthias Luft:
Evaluation of Intrusion Detection Systems in Virtualized Environments Using Attack Injection. RAID 2015: 471-492
[c80]
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Samuel Kounev, Fabian Brosig, Nikolaus Huber:
The Descartes Modeling Language for Self-Aware Performance and Resource Management. Software Engineering & Management 2015: 33-34
[c79]
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Jürgen Walter, Simon Spinner, Samuel Kounev:
Parallel simulation of queueing petri nets. SimuTools 2015: 109-118
[c78]
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Piotr Rygielski, Samuel Kounev, Phuoc Tran-Gia:
Flexible performance prediction of data center networks using automatically generated simulation models. SimuTools 2015: 119-128
[c77]
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Stanislav Lange, Steffen Gebert, Joachim Spoerhase, Piotr Rygielski, Thomas Zinner, Samuel Kounev, Phuoc Tran-Gia:
Specialized Heuristics for the Controller Placement Problem in Large Scale SDN Networks. ITC 2015: 210-218
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Samuel Kounev:
Load Testing Elasticity and Performance Isolation in Shared Execution Environments. LT@ICPE 2015: 1-2
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Qais Noorshams, Axel Busch, Samuel Kounev, Ralf H. Reussner:
The Storage Performance Analyzer: Measuring, Monitoring, and Modeling of I/O Performance in Virtualized Environments (Invited Demonstration Paper). ICPE 2015: 107-108
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Jóakim von Kistowski, Hansfried Block, John Beckett, Klaus-Dieter Lange, Jeremy A. Arnold, Samuel Kounev:
Analysis of the Influences on Server Power Consumption and Energy Efficiency for CPU-Intensive Workloads. ICPE 2015: 223-234
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Axel Busch, Qais Noorshams, Samuel Kounev, Anne Koziolek, Ralf H. Reussner, Erich Amrehn:
Automated Workload Characterization for I/O Performance Analysis in Virtualized Environments. ICPE 2015: 265-276
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Samuel Kounev, Xiaoyun Zhu, Jeffrey O. Kephart, Marta Kwiatkowska:
Model-driven Algorithms and Architectures for Self-Aware Computing Systems (Dagstuhl Seminar 15041). Dagstuhl Reports 5(1): 164-196 (2015)
2014
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Nikolas Roman Herbst, Nikolaus Huber, Samuel Kounev, Erich Amrehn:
Self-adaptive workload classification and forecasting for proactive resource provisioning. Concurr. Comput. Pract. Exp. 26(12): 2053-2078 (2014)
[j13]
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Fabian Brosig, Nikolaus Huber, Samuel Kounev:
Architecture-level software performance abstractions for online performance prediction. Sci. Comput. Program. 90: 71-92 (2014)
[j12]
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Rouven Krebs, Christof Momm, Samuel Kounev:
Metrics and techniques for quantifying performance isolation in cloud environments. Sci. Comput. Program. 90: 116-134 (2014)
[j11]
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Nikolaus Huber, André van Hoorn, Anne Koziolek, Fabian Brosig, Samuel Kounev:
Modeling run-time adaptation at the system architecture level in dynamic service-oriented environments. Serv. Oriented Comput. Appl. 8(1): 73-89 (2014)
[j10]
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Christoph Rathfelder, Benjamin Klatt, Kai Sachs, Samuel Kounev:
Modeling event-based communication in component-based software architectures for performance predictions. Softw. Syst. Model. 13(4): 1291-1317 (2014)
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Rouven Krebs, Manuel Lösch, Samuel Kounev:
Platform-as-a-Service Architecture for Performance Isolated Multi-tenant Applications. IEEE CLOUD 2014: 914-921
[c71]
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Qais Noorshams, Roland Reeb, Andreas Rentschler, Samuel Kounev, Ralf H. Reussner:
Enriching software architecture models with statistical models for performance prediction in modern storage environments. CBSE 2014: 45-54
[c70]
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Rouven Krebs, Simon Spinner, Nadia Ahmed, Samuel Kounev:
Resource Usage Control in Multi-tenant Applications. CCGRID 2014: 122-131
[c69]
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Qais Noorshams, Axel Busch, Andreas Rentschler, Dominik Bruhn, Samuel Kounev, Petr Tuma, Ralf H. Reussner:
Automated Modeling of I/O Performance and Interference Effects in Virtualized Storage Systems. ICDCS Workshops 2014: 88-93
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Piotr Rygielski, Samuel Kounev:
Data Center Network Throughput Analysis Using Queueing Petri Nets. ICDCS Workshops 2014: 100-105
[c67]
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Aleksandar Milenkoski, Bryan D. Payne, Nuno Antunes, Marco Vieira, Samuel Kounev:
Experience Report: An Analysis of Hypercall Handler Vulnerabilities. ISSRE 2014: 100-111
[c66]
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Jóakim von Kistowski, Nikolas Herbst, Samuel Kounev:
Using and Extending LIMBO for the Descriptive Modeling of Arrival Behaviors. SoSP 2014: 131-140
[c65]
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Qais Noorshams, Kiana Rostami, Samuel Kounev, Ralf H. Reussner:
Modeling of I/O Performance Interference in Virtualized Environments with Queueing Petri Nets. MASCOTS 2014: 331-336
[c64]
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Samuel Kounev:
Quantitative Evaluation of Service Dependability in Shared Execution Environments. QEST 2014: 1-4
[c63]
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Simon Spinner, Samuel Kounev, Xiaoyun Zhu, Lei Lu, Mustafa Uysal, Anne Holler, Rean Griffith:
Runtime Vertical Scaling of Virtualized Applications via Online Model Estimation. SASO 2014: 157-166
[c62]
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Jóakim von Kistowski, Nikolas Roman Herbst, Samuel Kounev:
Modeling variations in load intensity over time. LT@ICPE 2014: 1-4
[c61]
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Andreas Weber, Nikolas Herbst, Henning Groenda, Samuel Kounev:
Towards a Resource Elasticity Benchmark for Cloud Environments. HotTopiCS@ICPE 2014: 5:1-5:8
[c60]
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Fabian Gorsler, Fabian Brosig, Samuel Kounev:
Performance queries for architecture-level performance models. ICPE 2014: 99-110
[c59]
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Jóakim von Kistowski, Nikolas Herbst, Samuel Kounev:
LIMBO: a tool for modeling variable load intensities. ICPE 2014: 225-226
[c58]
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Simon Spinner, Giuliano Casale, Xiaoyun Zhu, Samuel Kounev:
LibReDE: a library for resource demand estimation. ICPE 2014: 227-228
[e6]
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Steffen Becker, Wilhelm Hasselbring, André van Hoorn, Samuel Kounev, Ralf H. Reussner:
Proceedings of the Symposium on Software Performance: Joint Descartes/Kieker/Palladio Days, SoSP 2014, Stuttgart, Germany, November 26-28, 2014. Technical Report Computer Science 2014/05, University of Stuttgart 2014, ISBN 978-0-7695-4244-7 [contents]
[i3]
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Aleksandar Milenkoski, Marco Vieira, Bryan D. Payne, Nuno Antunes, Samuel Kounev:
Technical Information on Vulnerabilities of Hypercall Handlers. CoRR abs/1410.1158 (2014)
[i2]
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Aleksandar Milenkoski, Alexandru Iosup, Samuel Kounev, Kai Sachs, Piotr Rygielski, Jason Ding, Walfredo Cirne, Florian Rosenberg:
Cloud Usage Patterns: A Formalism for Description of Cloud Usage Scenarios. CoRR abs/1410.1159 (2014)
[i1]
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Aleksandar Milenkoski, Samuel Kounev, Alberto Avritzer, Nuno Antunes, Marco Vieira:
On Benchmarking Intrusion Detection Systems in Virtualized Environments. CoRR abs/1410.1160 (2014)
2013
[j9]
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Piotr Rygielski, Samuel Kounev:
Network Virtualization for QoS-Aware Resource Management in Cloud Data Centers: A Survey. Prax. Inf.verarb. Kommun. 36(1): 55-64 (2013)
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Kai Sachs, Samuel Kounev, Alejandro P. Buchmann:
Performance modeling and analysis of message-oriented event-driven systems. Softw. Syst. Model. 12(4): 705-729 (2013)
[c57]
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Robert Vaupel, Qais Noorshams, Samuel Kounev, Ralf H. Reussner:
Using Queuing Models for Large System Migration Scenarios - An Industrial Case Study with IBM System z. EPEW 2013: 263-275
[c56]
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Nikolas Roman Herbst, Samuel Kounev, Ralf H. Reussner:
Elasticity in Cloud Computing: What It Is, and What It Is Not. ICAC 2013: 23-27
[c55]
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Rouven Krebs, Alexander Wert, Samuel Kounev:
Multi-tenancy Performance Benchmark for Web Application Platforms. ICWE 2013: 424-438
[c54]
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Piotr Rygielski, Samuel Kounev, Steffen Zschaler:
Model-based throughput prediction in data center networks. M&N 2013: 167-172
[c53]
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Fabian Gorsler, Fabian Brosig, Samuel Kounev:
Controlling the Palladio Bench using the Descartes Query Language. KPDAYS 2013: 109-118
[c52]
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Qais Noorshams, Kiana Rostami, Samuel Kounev, Petr Tuma, Ralf H. Reussner:
I/O Performance Modeling of Virtualized Storage Systems. MASCOTS 2013: 121-130
[c51]
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Fabian Brosig, Fabian Gorsler, Nikolaus Huber, Samuel Kounev:
Evaluating Approaches for Performance Prediction in Virtualized Environments. MASCOTS 2013: 404-408
[c50]
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Simon Spinner, Samuel Kounev, Xiaoyun Zhu, Mustafa Uysal:
Towards Online Performance Model Extraction in Virtualized Environments. Models@run.time 2013: 89-95
[c49]
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Samuel Kounev, Stamatia Rizou, Steffen Zschaler, Spiros Alexakis, Tomás Bures, Jean-Marc Jézéquel, Dimitrios Kourtesis, Stelios Pantelopoulos:
RELATE: a research training network on engineering and provisioning of service-based cloud applications. HotTopiCS 2013: 51-54
[c48]
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Nikolas Roman Herbst, Nikolaus Huber, Samuel Kounev, Erich Amrehn:
Self-adaptive workload classification and forecasting for proactive resource provisioning. ICPE 2013: 187-198
[c47]
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Qais Noorshams, Dominik Bruhn, Samuel Kounev, Ralf H. Reussner:
Predictive performance modeling of virtualized storage systems using optimized statistical regression techniques. ICPE 2013: 283-294
[c46]
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Piotr Rygielski, Steffen Zschaler, Samuel Kounev:
A meta-model for performance modeling of dynamic virtualized network infrastructures. ICPE 2013: 327-330
[c45]
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Qais Noorshams, Andreas Rentschler, Samuel Kounev, Ralf H. Reussner:
A generic approach for architecture-level performance modeling and prediction of virtualized storage systems. ICPE 2013: 339-342
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Samuel Kounev, Steffen Zschaler, Kai Sachs:
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. ACM 2013, ISBN 978-1-4503-2051-1 [contents]
2012
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Simon Spinner, Samuel Kounev, Philipp Meier:
Stochastic Modeling and Analysis Using QPME: Queueing Petri Net Modeling Environment v2.0. Petri Nets 2012: 388-397
[c43]
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Fabian Brosig, Nikolaus Huber, Samuel Kounev:
Modeling parameter and context dependencies in online architecture-level performance models. CBSE 2012: 3-12
[c42]
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Rouven Krebs, Christof Momm, Samuel Kounev:
Architectural Concerns in Multi-tenant SaaS Applications. CLOSER 2012: 426-431
[c41]
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Qais Noorshams, Samuel Kounev, Ralf H. Reussner:
Experimental Evaluation of the Performance-Influencing Factors of Virtualized Storage Systems. EPEW/UKPEW 2012: 63-79
[c40]
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Nikolaus Huber, André van Hoorn, Anne Koziolek, Fabian Brosig, Samuel Kounev:
S/T/A: Meta-Modeling Run-Time Adaptation in Component-Based System Architectures. ICEBE 2012: 70-77
[c39]
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Aleksandar Milenkoski, Samuel Kounev:
Towards benchmarking intrusion detection systems for virtualized cloud environments. ICITST 2012: 562-563
[c38]
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Nikolaus Huber, Fabian Brosig, Samuel Kounev:
Modeling dynamic virtualized resource landscapes. QoSA 2012: 81-90
[c37]
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Rouven Krebs, Christof Momm, Samuel Kounev:
Metrics and techniques for quantifying performance isolation in cloud environments. QoSA 2012: 91-100
[c36]
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Samuel Kounev, Simon Spinner, Philipp Meier:
Introduction to queueing petri nets: modeling formalism, tool support and case studies. ICPE 2012: 9-18
[c35]
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Samuel Kounev, Christoph Rathfelder, Benjamin Klatt:
Modeling of Event-based Communication in Component-based Architectures: State-of-the-Art and Future Directions. FESCA 2012: 3-9
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Samuel Kounev, Philipp Reinecke, Fabian Brosig, Jeremy T. Bradley, Kaustubh Joshi, Vlastimil Babka, Anton Stefanek, Stephen Gilmore:
Providing Dependability and Resilience in the Cloud: Challenges and Opportunities. Resilience Assessment and Evaluation of Computing Systems 2012: 65-81
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Katja Gilly, Fabian Brosig, Ramon Nou, Samuel Kounev, Carlos Juiz:
Online Prediction: Four Case Studies. Resilience Assessment and Evaluation of Computing Systems 2012: 185-202
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Marco Vieira, Henrique Madeira, Kai Sachs, Samuel Kounev:
Resilience Benchmarking. Resilience Assessment and Evaluation of Computing Systems 2012: 283-301
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Nikolaus Huber, Fabian Brosig, Nicholas J. Dingle, Kaustubh Joshi, Samuel Kounev:
Providing Dependability and Performance in the Cloud: Case Studies. Resilience Assessment and Evaluation of Computing Systems 2012: 391-412
2011
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  - journals/stt/Kounev11
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Samuel Kounev:
Self-Aware Software and Systems Engineering: A Vision and Research Roadmap. Softwaretechnik-Trends 31(4) (2011)
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Samuel Kounev, Nikolaus Huber, Simon Spinner, Fabian Brosig:
Model-Based Techniques for Performance Engineering of Business Information Systems. BMSD 2011: 19-37
[c33]
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Nikolaus Huber, Marcel von Quast, Michael Hauck, Samuel Kounev:
Evaluating and Modeling Virtualization Performance Overhead for Cloud Environments. CLOSER 2011: 563-573
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Samuel Kounev:
Engineering of Self-aware IT Systems and Services: State-of-the-Art and Research Challenges. EPEW 2011: 10-13
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Samuel Kounev, Fabian Brosig, Nikolaus Huber:
Self-aware QoS management in virtualized infrastructures. ICAC 2011: 175-176
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Nikolaus Huber, Fabian Brosig, Samuel Kounev:
Model-based self-adaptive resource allocation in virtualized environments. SEAMS 2011: 90-99
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Fabian Brosig, Nikolaus Huber, Samuel Kounev:
Automated extraction of architecture-level performance models of distributed component-based systems. ASE 2011: 183-192
[c28]
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Christoph Rathfelder, Samuel Kounev, David Evans:
Capacity planning for event-based systems using automated performance predictions. ASE 2011: 352-361
[c27]
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Philipp Meier, Samuel Kounev, Heiko Koziolek:
Automated Transformation of Component-Based Software Architecture Models to Queueing Petri Nets. MASCOTS 2011: 339-348
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Benjamin Klatt, Christoph Rathfelder, Samuel Kounev:
Integration of event-based communication in the palladio software quality prediction framework. QoSA/ISARCS 2011: 43-52
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Samuel Kounev, Konstantin Bender, Fabian Brosig, Nikolaus Huber, Russell Okamoto:
Automated simulation-based capacity planning for enterprise data fabrics. SimuTools 2011: 27-36
[c24]
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Nigel Thomas, Jeremy T. Bradley, William J. Knottenbelt, Samuel Kounev, Nikolaus Huber, Fabian Brosig:
Preface. PASM@ICPE 2011: 1-3
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Nigel Thomas, Jeremy T. Bradley, William J. Knottenbelt, Samuel Kounev, Nikolaus Huber, Fabian Brosig:
Fifth International Workshop on the Practical Application of Stochastic Modelling, PASM@ICPE 2011, Karlsruhe, Germany, March 2011. Electronic Notes in Theoretical Computer Science 275, Elsevier 2011 [contents]
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Samuel Kounev, Vittorio Cortellessa, Raffaela Mirandola, David J. Lilja:
ICPE'11 - Second Joint WOSP/SIPEW International Conference on Performance Engineering, Karlsruhe, Germany, March 14-16, 2011. ACM 2011, ISBN 978-1-4503-0519-8 [contents]
2010
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Samuel Kounev, Fabian Brosig, Nikolaus Huber, Ralf H. Reussner:
Towards Self-Aware Performance and Resource Management in Modern Service-Oriented Systems. IEEE SCC 2010: 621-624
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Samuel Kounev, Simon Spinner, Philipp Meier:
QPME 2.0 - A Tool for Stochastic Modeling and Analysis Using Queueing Petri Nets. From Active Data Management to Event-Based Systems and More 2010: 293-311
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Kai Sachs, Stefan Appel, Samuel Kounev, Alejandro P. Buchmann:
Benchmarking Publish/Subscribe-Based Messaging Systems. DASFAA Workshops 2010: 203-214
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Christoph Rathfelder, Benjamin Klatt, Samuel Kounev, David Evans:
Towards middleware-aware integration of event-based communication into the Palladio component model. DEBS 2010: 97-98
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Arnd Schröter, Gero Mühl, Samuel Kounev, Helge Parzyjegla, Jan Richling:
Stochastic performance analysis and capacity planning of publish/subscribe systems. DEBS 2010: 258-269
[c18]
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Christoph Rathfelder, David Evans, Samuel Kounev:
Predictive Modelling of Peer-to-Peer Event-Driven Communication in Component-Based Systems. EPEW 2010: 219-235
[c17]
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Samuel Kounev:
Engineering of Next Generation Self-Aware Software Systems: A Research Roadmap. KIT-Nachwuchswissenschaftler-Symposium 2010: 53-60
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Nikolaus Huber, Marcel von Quast, Fabian Brosig, Samuel Kounev:
Analysis of the Performance-Influencing Factors of Virtualization Platforms. OTM Conferences (2) 2010: 811-828
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Victor Pankratius, Samuel Kounev:
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 Scientific Publishing 2010, ISBN 978-3-86644-508-6 [contents]

2000 – 2009

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2009
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Samuel Kounev, Kai Sachs:
Benchmarking and Performance Modeling of Event-Based Systems (Modellierung und Bewertung von Ereignis-basierten Systemen). it Inf. Technol. 51(5): 262-269 (2009)
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Ramon Nou, Samuel Kounev, Ferran Julià, Jordi Torres:
Autonomic QoS control in enterprise Grid environments using online simulation. J. Syst. Softw. 82(3): 486-502 (2009)
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Kai Sachs, Samuel Kounev, Jean Bacon, Alejandro P. Buchmann:
Performance evaluation of message-oriented middleware using the SPECjms2007 benchmark. Perform. Evaluation 66(8): 410-434 (2009)
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Samuel Kounev, Christofer Dutz:
QPME: a performance modeling tool based on queueing Petri Nets. SIGMETRICS Perform. Evaluation Rev. 36(4): 46-51 (2009)
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Christoph Rathfelder, Samuel Kounev:
Model-based performance prediction for event-driven systems. DEBS 2009
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Kai Sachs, Samuel Kounev, Stefan Appel, Alejandro P. Buchmann:
Benchmarking of message-oriented middleware. DEBS 2009
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Gero Mühl, Arnd Schröter, Helge Parzyjegla, Samuel Kounev, Jan Richling:
Stochastic Analysis of Hierarchical Publish/Subscribe Systems. Euro-Par 2009: 97-109
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Christoph Rathfelder, Samuel Kounev:
Modeling event-driven service-oriented systems using the palladio component model. QUASOSS@ESEC/FSE 2009: 33-38
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Fabian Brosig, Samuel Kounev, Klaus Krogmann:
Automated extraction of palladio component models from running enterprise Java applications. VALUETOOLS 2009: 10
2008
[c10]
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Samuel Kounev, Kai Sachs, Jean Bacon, Alejandro P. Buchmann:
A Methodology for Performance Modeling of Distributed Event-Based Systems. ISORC 2008: 13-22
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Samuel Kounev:
Software Performance Evaluation. Wiley Encyclopedia of Computer Science and Engineering 2008
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Samuel Kounev, Ian Gorton, Kai Sachs:
Performance Evaluation: Metrics, Models and Benchmarks, SPEC International Performance Evaluation Workshop, SIPEW 2008, Darmstadt, Germany, June 27-28, 2008. Proceedings. Lecture Notes in Computer Science 5119, Springer 2008, ISBN 978-3-540-69813-5 [contents]
2007
[c9]
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Peter R. Pietzuch, David M. Eyers, Samuel Kounev, Brian Shand:
Towards a common API for publish/subscribe. DEBS 2007: 152-157
[c8]
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  - conf/epew/NouKT07
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Ramon Nou, Samuel Kounev, Jordi Torres:
Building Online Performance Models of Grid Middleware with Fine-Grained Load-Balancing: A Globus Toolkit Case Study. EPEW 2007: 125-140
[c7]
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Kai Sachs, Samuel Kounev, Jean Bacon, Alejandro P. Buchmann:
Workload Characterization of the SPECjms2007 Benchmark. EPEW 2007: 228-244
[c6]
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Samuel Kounev, Ramon Nou, Jordi Torres:
Autonomic QoS-Aware resource management in grid computing using online performance models. VALUETOOLS 2007: 48
2006
[b1]
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Samuel Kounev:
Performance engineering of distributed component based systems: benchmarking, modeling and performance prediction. Darmstadt University of Technology, 2006, ISBN 3-8322-4713-0, pp. 1-208
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Samuel Kounev, Alejandro P. Buchmann:
SimQPN - A tool and methodology for analyzing queueing Petri net models by means of simulation. Perform. Evaluation 63(4-5): 364-394 (2006)
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Samuel Kounev:
Performance Modeling and Evaluation of Distributed Component-Based Systems Using Queueing Petri Nets. IEEE Trans. Software Eng. 32(7): 486-502 (2006)
[c5]
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Samuel Kounev, Christofer Dutz, Alejandro P. Buchmann:
QPME - Queueing Petri Net Modeling Environment. QEST 2006: 115-116
2003
[c4]
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Kai S. Juse, Samuel Kounev, Alejandro P. Buchmann:
PetStore-WS: Measuring the Performance Implications of Web Services. Int. CMG Conference 2003: 113-123
[c3]
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Samuel Kounev, Alejandro P. Buchmann:
Performance Modeling and Evaluation of Large-Scale J2EE Applications. Int. CMG Conference 2003: 273-283
[c2]
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Samuel Kounev, Alejandro P. Buchmann:
Performance modelling of distributed e-business applications using Queuing Petri Nets. ISPASS 2003: 143-155
2002
[c1]
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  - conf/vldb/KounevB02
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Samuel Kounev, Alejandro P. Buchmann:
Improving Data Access of J2EE Applications by Exploiting Asynchronous Messaging and Caching Services. VLDB 2002: 574-585

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