piwik-script

Intern
Chair of Computer Science II - Software Engineering

Publications

Journal Articles

  • Serverless Applications:W... - Download
    Serverless Applications:Why, When, and How? Eismann, Simon; Joel, Scheuner; van Eyk, Erwin; Schwinger, Maximilian; Grohmann, Johannes; Herbst, Nikolas; Abad, Cristina; Iosup, Alexandru; in IEEE Software (2020).
     
  • The SPEC-RG Reference Arc... - Download
    The SPEC-RG Reference Architecture for FaaS: From Microservices and Containers to Serverless Platforms. van Eyk, Erwin; Grohmann, Johannes; Eismann, Simon; Bauer, André; Versluis, Laurens; Toader, Lucian; Schmitt, Norbert; Herbst, Nikolas; Abad, Cristina L.; Iosup, Alexandru; in IEEE Internet Computing (2019). 23(6) 7-18. IEEE.
     
  • Online model learning for... - Download
    Online model learning for self-aware computing infrastructures. Spinner, Simon; Grohmann, Johannes; Eismann, Simon; Kounev, Samuel; in Journal of Systems and Software (2019). 147 1 - 16.
     

Full Papers

  • Baloo: Measuring and Mode... - Download
    Baloo: Measuring and Modeling the Performance Configurations of Distributed DBMS. Grohmann, Johannes; Seybold, Daniel; Eismann, Simon; Leznik, Mark; Kounev, Samuel; Domaschka, Jörg; in 2020 IEEE 28th International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS) (2020).
    Acceptance Rate: 27%
     
  • Microservices: A Performa... - Download
    Microservices: A Performance Tester's Dream or Nightmare? Eismann, Simon; Bezemer, Cor-Paul; Shang, Weiyi; Okanovic, Dusan; van Hoorn, Andre; in Proceedings of the 2020 ACM/SPEC International Conference on Performance Engineering (ICPE) (2020).
    Acceptance Rate: 23.4% (15/64)
     
  • Model-based Performance P... - Download
    Model-based Performance Predictions for SDN-based Networks: A Case Study. Herrnleben, Stefan; Rygielski, Pitor; Grohmann, Johannes; Eismann, Simon; Hossfeld, Tobias; Kounev, Samuel; in Proceedings of the 20th International GI/ITG Conference on Measurement, Modelling and Evaluation of Computing Systems (2020).
     
  • Predicting the Costs of S... - Download
    Predicting the Costs of Serverless Workflows. Eismann, Simon; Grohmann, Johannes; van Eyk, Erwin; Herbst, Nikolas; Kounev, Samuel; in Proceedings of the 2020 ACM/SPEC International Conference on Performance Engineering (ICPE) (2020).
    Acceptance Rate: 23.4% (15/64)
     
  • Detecting Parametric Depe... - Download
    Detecting Parametric Dependencies for Performance Models Using Feature Selection Techniques. Grohmann, Johannes; Eismann, Simon; Elflein, Sven; Mazkatli, Manar; von Kistowski, Jóakim; Kounev, Samuel; in 2019 IEEE 27th International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS) (2019). 309-322. IEEE Computer Society.
    Acceptance Rate: 23.8% (29/122)
     
  • Integrating Statistical R... - Download
    Integrating Statistical Response Time Models in Architectural Performance Models. Eismann, Simon; Grohmann, Johannes; Walter, Jürgen; von Kistowski, Jóakim; Kounev, Samuel; in Proceedings of the 2019 IEEE International Conference on Software Architecture (ICSA) (2019). 71-80.
    Acceptance Rate: 21,9% (21/96)
     
  • TeaStore: A Micro-Service... - Download
    TeaStore: A Micro-Service Reference Application for Benchmarking, Modeling and Resource Management Research. von Kistowski, Jóakim; Eismann, Simon; Schmitt, Norbert; Bauer, André; Grohmann, Johannes; Kounev, Samuel; in Proceedings of the 26th IEEE International Symposium on the Modelling, Analysis, and Simulation of Computer and Telecommunication Systems (2018). 223--236.
    Acceptance Rate: 29.5% (23/78)
     
  • Modeling of Parametric De... - Download
    Modeling of Parametric Dependencies for Performance Prediction of Component-based Software Systems at Run-time. Eismann, Simon; Walter, Jürgen; von Kistowski, Jóakim; Kounev, Samuel; in 2018 IEEE International Conference on Software Architecture (ICSA) (2018). 135-144.
    Acceptance Rate: 25,6% (22/86)
     

Short Papers

  • How is Performance Addres... - Download
    How is Performance Addressed in DevOps? Bezemer, Cor-Paul; Eismann, Simon; Ferme, Vincenzo; Grohmann, Johannes; Heinrich, Robert; Jamshidi, Pooyan; Shang, Weiyi; van Hoorn, André; Villavicencio, Mónica; Walter, Jürgen; Willnecker, Felix; in Proceedings of the 2019 ACM/SPEC International Conference on Performance Engineering (2019). 45--50.
     

Workshop Papers

  • On Learning Parametric De... - Download
    On Learning Parametric Dependencies from Monitoring Data. Grohmann, Johannes; Eismann, Simon; Kounev, Samuel; in Proceedings of the 10th Symposium on Software Performance 2019 (SSP'19) (2019).
     
  • Utilizing Clustering to O... - Download
    Utilizing Clustering to Optimize Resource Demand Estimation Approaches. Grohmann, Johannes; Eismann, Simon; Bauer, Andre; Zuefle, Marwin; Herbst, Nikolas; Kounev, Samuel; in 2019 IEEE 4th International Workshops on Foundations and Applications of Self* Systems (FAS*W) (2019). 134-139.
     
  • Systematic Search for Opt... - Download
    Systematic Search for Optimal Resource Configurations of Distributed Applications. Bauer, André; Eismann, Simon; Grohmann, Johannes; Herbst, Nikolas; Kounev, Samuel; in Proceedings of Workshop on Evaluations and Measurements in Self-Aware Computing Systems as part of FAS*(IEEE ICAC/SASO) conferences companion (2019).
     
  • Black-box Learning of Par... - Download
    Black-box Learning of Parametric Dependencies for Performance Models. Ackermann, Vanessa; Grohmann, Johannes; Eismann, Simon; Kounev, Samuel; in Proceedings of 13th International Workshop on Models@run.time (MRT), co-located with ACM/IEEE 21st International Conference on Model Driven Engineering Languages and Systems (MODELS 2018) (2018).
     
  • Providing Model-Extractio... - Download
    Providing Model-Extraction-as-a-Service for Architectural Performance Models. Walter, Jürgen; Eismann, Simon; Reed, Nikolai; Kounev, Samuel; in Proceedings of the 2017 Symposium on Software Performance (SSP) (2017).
     
  •  PAVO: A Framework for th... - Download
    PAVO: A Framework for the Visualization of Performance Analyses Results. Walter, Jürgen; König, Maximilian; Eismann, Simon; Kounev, Samuel; in Proceedings of the 2016 Symposium on Software Performance (SSP) (2016).
     
  • Automated Transformation ... - Download
    Automated Transformation of Descartes Modeling Language to Palladio Component Model. Walter, Jürgen; Eismann, Simon; Hildebrandt, Adrian; in Proceedings of the 2015 Symposium on Software Performance (SSP) (2015).
     

Vision and Position Papers

  • Beyond Microbenchmarks: T... - Download
    Beyond Microbenchmarks: The SPEC-RG Vision for A Comprehensive Serverless Benchmark. van Eyk, Erwin; Scheuner, Joel; Eismann, Simon; Abad, Cristina; Iosup, Alexandru; in Companion of the 2020 ACM/SPEC International Conference on Performance Engineering (2020).
     
  • The Vision of Self-Aware ... - Download
    The Vision of Self-Aware Performance Models. Grohmann, Johannes; Eismann, Simon; Kounev, Samuel; in 2018 IEEE International Conference on Software Architecture Companion (ICSA-C) (2018). 60-63.
     
  • The Vision of Self-aware ... - Download
    The Vision of Self-aware Reordering of Security Network Function Chains. Iffländer, Lukas; Walter, Jürgen; Eismann, Simon; Kounev, Samuel; in Proceedings of the 2018 ACM/SPEC International Conference on Performance Engineering (2018). 1--4. ACM, New York, NY, USA.
     
  • A SPEC RG Cloud Group's V... - Download
    A SPEC RG Cloud Group's Vision on the Performance Challenges of FaaS Cloud Architectures. van Eyk, Erwin; Iosup, Alexandru; Abad, Cristina L.; Grohmann, Johannes; Eismann, Simon; in Companion of the 2018 ACM/SPEC International Conference on Performance Engineering (2018). 21--24. ACM, New York, NY, USA.
     

Poster Papers

  • TeaStore: A Micro-Service... - Download
    TeaStore: A Micro-Service Reference Application for Cloud Researchers. Eismann, Simon; v. Kistowski, Jóakim; Grohmann, Johannes; Bauer, André; Schmitt, Norbert; Herbst, Nikolas; Kounev, Samuel; in Proceedings of 2018 IEEE/ACM International Conference on Utility and Cloud Computing Companion (UCC Companion) (2018). 11-12.
     

Tutorial Papers

  • Tools for Declarative Per... - Download
    Tools for Declarative Performance Engineering. Walter, Jürgen; Eismann, Simon; Grohmann, Johannes; Okanovic, Dusan; Kounev, Samuel; in Companion of the 2018 ACM/SPEC International Conference on Performance Engineering (2018). 53--56. ACM, New York, NY, USA.
     

Talks

  • TeaStore - A Micro-Servic... - Download
    TeaStore - A Micro-Service Application for Benchmarking, Modeling and Resource Management Research. Eismann, Simon; (2019).
     
  • TeaStore - A Micro-Servic... - Download
    TeaStore - A Micro-Service Application for Benchmarking, Modeling and Resource Management Research. Eismann, Simon; (2018).
     
  • Flexible Performance Pred... - Download
    Flexible Performance Predictions at Run-time. Eismann, Simon; (2018).
     

Techreports

  • A Review of Serverless Us... - Download
    A Review of Serverless Use Cases and their Characteristics Eismann, Simon; Scheuner, Joel; van Eyk, Erwin; Schwinger, Maximilian; Grohmann, Johannes; Herbst, Nikolas; Abad, Cristina; Iosup, Alexandru; (2020). SPEC RG.