Samuel Kounev

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 193

Top Venues

ICPE

CoRR

ICPE (Companion)

Softwaretechnik-Trends

Darmstadt University of Technology (PHD)

Education History

Darmstadt University of Technology

PHD

Publications

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)
Vanessa Borst, Timo Dittus, Konstantin Müller, Samuel Kounev
Early Explorations of Lightweight Models for Wound Segmentation on Mobile Devices. CoRR (2024)
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) (2024)
Robert Leppich, Vanessa Borst, Veronika Lesch, Samuel Kounev
Time Series Representation Models. CoRR (2024)
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)
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 (2024)
Ivo Rohwer, Maximilian Schwinger, Nikolas Herbst, Peter Friedl, Michael Stephan, Samuel Kounev
Resource Demand Profiling of Monolithic Workflows. ICPE (Companion) (2024)
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) (2024)
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)
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) (2024)
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 (2023)
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) (2023)
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)
Martin Straesser, Jonas Mathiasch, André Bauer, Samuel Kounev
A Systematic Approach for Benchmarking of Container Orchestration Frameworks. ICPE (2023)
Veronika Lesch, Marius Hadry, Christian Krupitzer, Samuel Kounev
Self-aware Optimization of Adaptation Planning Strategies. ACM Trans. Auton. Adapt. Syst. 18 (3) (2023)
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)
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) (2023)
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)
Martin Straesser, Stefan Geißler, Tobias Hoßfeld, Samuel Kounev
Power to the Applications: The Vision of Continuous Decentralized Autoscaling. CCGridW (2023)
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)
Lukas Beierlieb, André Bauer, Robert Leppich, Lukas Iffländer, Samuel Kounev
Efficient Data Processing: Assessing the Performance of Different Programming Languages. ICPE (Companion) (2023)
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 (2023)
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)
Martin Straesser, Simon Eismann, Jóakim von Kistowski, André Bauer, Samuel Kounev
Autoscaler Evaluation and Configuration: A Practitioner's Guideline. ICPE (2023)
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) (2023)
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) (2023)
Samuel Kounev
Serverless Computing Revisited: Evolution, State-of-the-Art, and Performance Challenges. ICPE (Companion) (2023)
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 (2023)
Florian Spiess, Daniel Bluemm, Norbert Strobel, Tobias Kaupp, Samuel Kounev
BLOCSIE - Benchmark for LOCalization in a Simulated Industrial Environment. ICAR (2023)
Lukas Beierlieb, Lukas Iffländer, Thomas Prantl, Samuel Kounev
Comparing the Performance of Data Processing Implementations. Softwaretechnik-Trends 43 (4) (2023)
Marius Hadry, Veronika Lesch, Samuel Kounev
FADE: Towards Flexible and Adaptive Distance Estimation Considering Obstacles: Vision Paper. ICPE (Companion) (2022)
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)
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)
Florian Spieß, Norbert Strobel, Tobias Kaupp, Samuel Kounev
A data-driven Sensor Model for LIDAR Range Measurements used for Mobile Robot Navigation. IRC (2022)
Veronika Lesch, Maximilian König, Samuel Kounev, Anthony Stein, Christian Krupitzer
Tackling the rich vehicle routing problem with nature-inspired algorithms. Appl. Intell. 52 (8) (2022)
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)
Christoph Sendner, Lukas Iffländer, Sebastian Schindler, Michael Jobst, Alexandra Dmitrienko, Samuel Kounev
Ransomware Detection in Databases through Dynamic Analysis of Query Sequences. CNS (2022)
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 (2022)
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)
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 (2022)
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) (2022)
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)
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)
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 (2022)
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)
Thomas Prantl, Timo Zeck, Lukas Iffländer, Lukas Beierlieb, Alexandra Dmitrenko, Christian Krupitzer, Samuel Kounev
Towards a Cryptography Benchmark: A View on Attribute Based Encryption Schemes. CIoT (2022)
Thomas Prantl, Lukas Iffländer, Stefan Herrnleben, Simon Engel, Samuel Kounev, Christian Krupitzer
Performance Impact Analysis of Securing MQTT Using TLS. ICPE (2021)
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)
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)
Marwin Züfle, Florian Erhard, Samuel Kounev
Machine Learning Model Update Strategies for Hard Disk Drive Failure Prediction. ICMLA (2021)
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)
Simon Eismann, Long Bui, Johannes Grohmann, Cristina L. Abad, Nikolas Herbst, Samuel Kounev
Sizeless: predicting the optimal size of serverless functions. Middleware (2021)
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)
Veronika Lesch, Marius Hadry, Samuel Kounev, Christian Krupitzer
Utility-based Vehicle Routing Integrating User Preferences. PerCom Workshops (2021)
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)
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)
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 (2021)
Veronika Lesch, Marius Hadry, Samuel Kounev, Christian Krupitzer
A Case Study on Optimization of Platooning Coordination. CoRR (2021)
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)
Norbert Schmitt, Richard Vobl, Andreas Brunnert, Samuel Kounev
Towards a Benchmark for Software Resource Efficiency. ICPE (Companion) (2021)
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)
Veronika Lesch, Maximilian König, Samuel Kounev, Anthony Stein, Christian Krupitzer
A Case Study of Vehicle Route Optimization. CoRR (2021)
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)
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)
Martin Straesser, Samuel Kounev
Container Start Times: Empirical Analysis and Predictability (Poster). SSP (2021)
Lukas Beierlieb, Lukas Iffländer, Tobias Schneider, Thomas Prantl, Samuel Kounev
Teaching Software Testing Using Automated Grading. ABP (2021)
Norbert Schmitt, Supriya Kamthania, Nishant Rawtani, Luis Mendoza, Klaus-Dieter Lange, Samuel Kounev
Energy-Efficiency Comparison of Common Sorting Algorithms. MASCOTS (2021)
Samuel Kounev
The Science of Systems Benchmarking. CLOSER (2021)
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 (2021)
Lukas Beierlieb, Lukas Iffländer, Aleksandar Milenkoski, Thomas Prantl, Samuel Kounev
Measuring the Performance Impact of Branching Instructions. SSP (2021)
André Bauer, Marwin Züfle, Simon Eismann, Johannes Grohmann, Nikolas Herbst, Samuel Kounev
Libra: A Benchmark for Time Series Forecasting Methods. ICPE (2021)
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)
Samuel Kounev
A New Course on Systems Benchmarking - For Scientists and Engineers. ICPE (Companion) (2021)
Norbert Schmitt, Klaus-Dieter Lange, Sanjay Sharma, Aaron Cragin, David Reiner, Samuel Kounev
SPEC - Spotlight on the International Standards Group (ISG). ICPE (Companion) (2021)
Veronika Lesch, Patrick B. M. Müller, Moritz Krämer, Samuel Kounev, Christian Krupitzer
A Case Study on Optimization of Warehouses. CoRR (2021)
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)
Veronika Lesch, Tanja Noack, Johannes Hefter, Samuel Kounev, Christian Krupitzer
Towards Situation-Aware Meta-Optimization of Adaptation Planning Strategies. ACSOS (2021)
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) (2021)
Marwin Züfle, Samuel Kounev
A Framework for Time Series Preprocessing and History-based Forecasting Method Recommendation. FedCSIS (2020)
Simon Eismann, Johannes Grohmann, Erwin Van Eyk, Nikolas Herbst, Samuel Kounev
Predicting the Costs of Serverless Workflows. ICPE (2020)
Johannes Grohmann, Daniel Seybold, Simon Eismann, Mark Leznik, Samuel Kounev, Jörg Domaschka
Baloo: Measuring and Modeling the Performance Configurations of Distributed DBMS. MASCOTS (2020)
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)
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 (2020)
Lukas Iffländer, Norbert Schmitt, Andreas Knapp, Samuel Kounev
Heat-aware Loadbalancing - Is it a thing? Softwaretechnik-Trends 40 (3) (2020)
Lukas Iffländer, Nishant Rawtani, Lukas Beierlieb, Nicolas Fella, Klaus-Dieter Lange, Samuel Kounev
Attack-aware Security Function Chain Reordering. CoRR (2020)
André Bauer, Marwin Züfle, Nikolas Herbst, Albin Zehe, Andreas Hotho, Samuel Kounev
Time Series Forecasting for Self-Aware Systems. Proc. IEEE 108 (7) (2020)
Lukas Iffländer, Lukas Beierlieb, Nicolas Fella, Samuel Kounev, Nishant Rawtani, Klaus-Dieter Lange
Implementing Attack-aware Security Function Chain Reordering. ACSOS Companion (2020)
Simon Eismann, Long Bui, Johannes Grohmann, Cristina L. Abad, Nikolas Herbst, Samuel Kounev
Sizeless: Predicting the optimal size of serverless functions. CoRR (2020)
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)
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)
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)
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)
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)
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) (2020)
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)
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)
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)
André Greubel, Steffen Pohl, Samuel Kounev
Quantifying measurement quality and load distribution in Tor. ACSAC (2020)
Dennis Kaiser, Veronika Lesch, Julian Rothe, Michael Strohmeier, Florian Spieß, Christian Krupitzer, Sergio Montenegro, Samuel Kounev
Towards Self-Aware Multirotor Formations. Comput. 9 (1) (2020)
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 (2020)

Samuel Kounev.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Samuel Kounev