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ORCIDSamuel Kounev
Person information
- affiliation: University of Würzburg, Germany
- affiliation (former): Karlsruhe Institute of Technology, Germany
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2020 – today
- 2022
[j46]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)- [j45]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) - [j44]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) - [j43]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) - [j42]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) - [c190]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: 158-165 - [c189]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 - [c188]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 - [c187]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 - [c186]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 - [c185]Marius Hadry, Veronika Lesch, Samuel Kounev:
FADE: Towards Flexible and Adaptive Distance Estimation Considering Obstacles: Vision Paper. ICPE (Companion) 2022: 1-5 - [c184]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 - [c183]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 - [c182]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 - [c181]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 - [e8]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
- [j41]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) - [j40]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) - [c180]Lukas Beierlieb, Lukas Iffländer, Tobias Schneider, Thomas Prantl, Samuel Kounev:
Teaching Software Testing Using Automated Grading. ABP 2021: 19-26 - [c179]Veronika Lesch, Tanja Noack, Johannes Hefter, Samuel Kounev, Christian Krupitzer:
Towards Situation-Aware Meta-Optimization of Adaptation Planning Strategies. ACSOS 2021: 177-187 - [c178]Samuel Kounev:
The Science of Systems Benchmarking. CLOSER 2021: 17 - [c177]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 - [c176]Marwin Züfle, Florian Erhard, Samuel Kounev:
Machine Learning Model Update Strategies for Hard Disk Drive Failure Prediction. ICMLA 2021: 1379-1386 - [c175]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 - [c174]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 - [c173]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 - [c172]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 - [c171]Lukas Beierlieb, Lukas Iffländer, Aleksandar Milenkoski, Thomas Prantl, Samuel Kounev:
Measuring the Performance Impact of Branching Instructions. SSP 2021 - [c170]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 - [c169]Martin Straesser, Samuel Kounev:
Container Start Times: Empirical Analysis and Predictability (Poster). SSP 2021 - [c168]Norbert Schmitt, Supriya Kamthania, Nishant Rawtani, Luis Mendoza, Klaus-Dieter Lange, Samuel Kounev:
Energy-Efficiency Comparison of Common Sorting Algorithms. MASCOTS 2021: 1-8 - [c167]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 - [c166]Veronika Lesch, Marius Hadry, Samuel Kounev, Christian Krupitzer:
Utility-based Vehicle Routing Integrating User Preferences. PerCom Workshops 2021: 263-268 - [c165]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 - [c164]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 - [c163]Samuel Kounev:
A New Course on Systems Benchmarking - For Scientists and Engineers. ICPE (Companion) 2021: 127 - [c162]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 - [c161]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 - [c160]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 - [c159]Norbert Schmitt, Richard Vobl, Andreas Brunnert, Samuel Kounev:
Towards a Benchmark for Software Resource Efficiency. ICPE (Companion) 2021: 179-182 - [c158]André Bauer, Marwin Züfle, Simon Eismann, Johannes Grohmann, Nikolas Herbst, Samuel Kounev:
Libra: A Benchmark for Time Series Forecasting Methods. ICPE 2021: 189-200 - [c157]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 - [c156]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 - [c155]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]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]Veronika Lesch, Maximilian König, Samuel Kounev, Anthony Stein, Christian Krupitzer:
A Case Study of Vehicle Route Optimization. CoRR abs/2111.09087 (2021) - [i12]Veronika Lesch, Marius Hadry, Samuel Kounev, Christian Krupitzer:
A Case Study on Optimization of Platooning Coordination. CoRR abs/2111.09665 (2021) - [i11]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
- [b2]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 - [j39]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) - [j38]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) - [j37]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) - [j36]Lukas Iffländer, Norbert Schmitt, Andreas Knapp, Samuel Kounev:
Heat-aware Loadbalancing - Is it a thing? Softwaretechnik-Trends 40(3): 31-33 (2020) - [c154]André Greubel, Steffen Pohl, Samuel Kounev:
Quantifying measurement quality and load distribution in Tor. ACSAC 2020: 129-140 - [c153]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 - [c152]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 - [c151]Marwin Züfle, Samuel Kounev:
A Framework for Time Series Preprocessing and History-based Forecasting Method Recommendation. FedCSIS 2020: 141-144 - [c150]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 - [c149]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 - [c148]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 - [c147]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 - [c146]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 - [c145]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 - [c144]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 - [c143]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 - [c142]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 - [c141]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 - [c140]Simon Eismann, Johannes Grohmann, Erwin Van Eyk, Nikolas Herbst, Samuel Kounev:
Predicting the Costs of Serverless Workflows. ICPE 2020: 265-276 - [i10]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) - [i9]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) - [i8]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]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
- 2019
- [j35]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) - [j34]Simon Spinner, Johannes Grohmann, Simon Eismann, Samuel Kounev:
Online model learning for self-aware computing infrastructures. J. Syst. Softw. 147: 1-16 (2019) - [j33]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) - [j32]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) - [j31]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) - [j30]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) - [j29]Johannes Grohmann, Simon Eismann, Samuel Kounev:
On Learning Parametric Dependencies from Monitoring Data. Softwaretechnik-Trends 39(4): 14-16 (2019) - [j28]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) - [c139]Norbert Schmitt, Lukas Iffländer, André Bauer, Samuel Kounev:
Online Power Consumption Estimation for Functions in Cloud Applications. ICAC 2019: 63-72 - [c138]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 - [c137]André Bauer, Veronika Lesch, Laurens Versluis, Alexey Ilyushkin, Nikolas Herbst, Samuel Kounev:
Chamulteon: Coordinated Auto-Scaling of Micro-Services. ICDCS 2019: 2015-2025 - [c136]Simon Eismann, Johannes Grohmann, Jürgen Walter, Jóakim von Kistowski, Samuel Kounev:
Integrating Statistical Response Time Models in Architectural Performance Models. ICSA 2019: 71-80 - [c135]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 - [c134]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 - [c133]Johannes Grohmann, Patrick K. Nicholson, Jesus Omana Iglesias, Samuel Kounev, Diego Lugones:
Monitorless: Predicting Performance Degradation in Cloud Applications with Machine Learning. Middleware 2019: 149-162 - [c132]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 - [c131]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 - [c130]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 - [c129]André Bauer, Marwin Züfle, Nikolas Herbst, Samuel Kounev:
Best Practices for Time Series Forecasting (Tutorial). FAS*W@SASO/ICAC 2019: 255-256 - [c128]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 - [c127]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 - [c126]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 - [c125]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 - [c124]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 - [c123]Jóakim von Kistowski, Johannes Grohmann, Norbert Schmitt, Samuel Kounev:
Predicting Server Power Consumption from Standard Rating Results. ICPE 2019: 301-312 - [i6]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
- [j27]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) - [j26]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) - [c122]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 - [c121]Johannes Grohmann, Nikolas Herbst, Simon Spinner, Samuel Kounev:
Using Machine Learning for Recommending Service Demand Estimation Approaches - Position Paper. CLOSER 2018: 473-480 - [c120]Jóakim von Kistowski, Maximilian Deffner, Samuel Kounev:
Run-Time Prediction of Power Consumption for Component Deployments. ICAC 2018: 151-156 - [c119]Johannes Grohmann, Simon Eismann, Samuel Kounev:
The Vision of Self-Aware Performance Models. ICSA Companion 2018: 60-63 - [c118]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 - [c117]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 - [c116]André Bauer, Johannes Grohmann, Nikolas Herbst, Samuel Kounev:
On the Value of Service Demand Estimation for Auto-scaling. MMB 2018: 142-156 - [c115]Vanessa Ackermann, Johannes Grohmann, Simon Eismann, Samuel Kounev:
Blackbox Learning of Parametric Dependencies for Performance Models. MoDELS (Workshops) 2018: 78-86 - [c114]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 - [c113]Lukas Iffländer, Jürgen Walter, Simon Eismann, Samuel Kounev:
The Vision of Self-aware Reordering of Security Network Function Chains. ICPE Companion 2018: 1-4 - [c112]