Simon Eismann

According to our database, Simon Eismann authored at least 45 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Early Detection of Performance Regressions by Bridging Local Performance Data and Architectural Models.

Lizhi Liao, Simon Eismann, Heng Li, Cor-Paul Bezemer, Diego Elias Costa, André van Hoorn, Weiyi Shang

CoRR, 2024

2023

Performance Engineering of Serverless Applications and Platforms.

Simon Eismann

PhD thesis, 2023

Autoscaler Evaluation and Configuration: A Practitioner's Guideline.

Martin Straesser, Simon Eismann, Jóakim von Kistowski, André Bauer, Samuel Kounev

Proceedings of the 2023 ACM/SPEC International Conference on Performance Engineering, 2023

2022

The State of Serverless Applications: Collection, Characterization, and Community Consensus.

Simon Eismann, Joel Scheuner, Erwin Van Eyk, Maximilian Schwinger, Johannes Grohmann, Nikolas Herbst, Cristina L. Abad, Alexandru Iosup

IEEE Trans. Software Eng., 2022

A case study on the stability of performance tests for serverless applications.

Simon Eismann, Diego Elias Costa, Lizhi Liao, Cor-Paul Bezemer, Weiyi Shang, André van Hoorn, Samuel Kounev

J. Syst. Softw., 2022

A fine-grained data set and analysis of tangling in bug fixing commits.

Steffen Herbold, Alexander Trautsch, Benjamin Ledel, Alireza Aghamohammadi, Taher Ahmed Ghaleb, Kuljit Kaur Chahal, Tim Bossenmaier, Bhaveet Nagaria, Philip Makedonski, Matin Nili Ahmadabadi, Kristof Szabados, Helge Spieker, Matej Madeja, Nathaniel Hoy, Valentina Lenarduzzi, Shangwen Wang, Gema Rodríguez-Pérez, Ricardo Colomo Palacios, Roberto Verdecchia, Paramvir Singh, Yihao Qin, Debasish Chakroborti, Willard Davis, Vijay Walunj, Hongjun Wu, Diego Marcilio, Omar Alam, Abdullah Aldaeej, Idan Amit, Burak Turhan, Simon Eismann, Anna-Katharina Wickert, Ivano Malavolta, Matús Sulír, Fatemeh H. Fard, Austin Z. Henley, Stratos Kourtzanidis, Eray Tuzun, Christoph Treude, Simin Maleki Shamasbi, Ivan Pashchenko, Marvin Wyrich, James Davis, Alexander Serebrenik, Ella Albrecht, Ethem Utku Aktas, Daniel Strüber, Johannes Erbel

Empir. Softw. Eng., 2022

Let's Trace It: Fine-Grained Serverless Benchmarking using Synchronous and Asynchronous Orchestrated Applications.

Joel Scheuner, Simon Eismann, Sacheendra Talluri, Erwin Van Eyk, Cristina L. Abad, Philipp Leitner, Alexandru Iosup

CoRR, 2022

Why Is It Not Solved Yet?: Challenges for Production-Ready Autoscaling.

Martin Straesser, Johannes Grohmann, Jóakim von Kistowski, Simon Eismann, André Bauer, Samuel Kounev

Proceedings of the ICPE '22: ACM/SPEC International Conference on Performance Engineering, Bejing, China, April 9, 2022

Same, Same, but Dissimilar: Exploring Measurements for Workload Time-series Similarity.

Mark Leznik, Johannes Grohmann, Nina Kliche, André Bauer, Daniel Seybold, Simon Eismann, Samuel Kounev, Jörg Domaschka

Proceedings of the ICPE '22: ACM/SPEC International Conference on Performance Engineering, Bejing, China, April 9, 2022

2021

SARDE: A Framework for Continuous and Self-Adaptive Resource Demand Estimation.

Johannes Grohmann, Simon Eismann, André Bauer, Simon Spinner, Johannes Blum, Nikolas Herbst, Samuel Kounev

ACM Trans. Auton. Adapt. Syst., 2021

Serverless Applications: Why, When, and How?

Simon Eismann, Joel Scheuner, Erwin Van Eyk, Maximilian Schwinger, Johannes Grohmann, Nikolas Herbst, Cristina L. Abad, Alexandru Iosup

IEEE Softw., 2021

SuanMing: Explainable Prediction of Performance Degradations in Microservice Applications.

Johannes Grohmann, Martin Straesser, Avi Chalbani, Simon Eismann, Yair Arian, Nikolas Herbst, Noam Peretz, Samuel Kounev

Proceedings of the ICPE '21: ACM/SPEC International Conference on Performance Engineering, 2021

Buzzy: Towards Realistic DBMS Benchmarking via Tailored, Representative, Synthetic Workloads: Vision Paper.

Jörg Domaschka, Mark Leznik, Daniel Seybold, Simon Eismann, Johannes Grohmann, Samuel Kounev

Proceedings of the ICPE '21: ACM/SPEC International Conference on Performance Engineering, 2021

Libra: A Benchmark for Time Series Forecasting Methods.

André Bauer, Marwin Züfle, Simon Eismann, Johannes Grohmann, Nikolas Herbst, Samuel Kounev

Proceedings of the ICPE '21: ACM/SPEC International Conference on Performance Engineering, 2021

Sizeless: predicting the optimal size of serverless functions.

Simon Eismann, Long Bui, Johannes Grohmann, Cristina L. Abad, Nikolas Herbst, Samuel Kounev

Proceedings of the Middleware '21: 22nd International Middleware Conference, Québec City, Canada, December 6, 2021

2020

Large-Scale Manual Validation of Bug Fixing Commits: A Fine-grained Analysis of Tangling.

Steffen Herbold, Alexander Trautsch, Benjamin Ledel, Alireza Aghamohammadi, Taher Ahmed Ghaleb, Kuljit Kaur Chahal, Tim Bossenmaier, Bhaveet Nagaria, Philip Makedonski, Matin Nili Ahmadabadi, Kristóf Szabados, Helge Spieker, Matej Madeja, Nathaniel Hoy, Valentina Lenarduzzi, Shangwen Wang, Gema Rodríguez-Pérez, Ricardo Colomo Palacios, Roberto Verdecchia, Paramvir Singh, Yihao Qin, Debasish Chakroborti, Willard Davis, Vijay Walunj, Hongjun Wu, Diego Marcilio, Omar Alam, Abdullah Aldaeej, Idan Amit, Burak Turhan, Simon Eismann, Anna-Katharina Wickert, Ivano Malavolta, Matús Sulír, Fatemeh H. Fard, Austin Z. Henley, Stratos Kourtzanidis, Eray Tuzun, Christoph Treude, Simin Maleki Shamasbi, Ivan Pashchenko, Marvin Wyrich, James Davis, Alexander Serebrenik, Ella Albrecht, Ethem Utku Aktas, Daniel Strüber, Johannes Erbel

CoRR, 2020

Serverless Applications: Why, When, and How?

Simon Eismann, Joel Scheuner, Erwin Van Eyk, Maximilian Schwinger, Johannes Grohmann, Cristina L. Abad, Alexandru Iosup

CoRR, 2020

A Review of Serverless Use Cases and their Characteristics.

Simon Eismann, Joel Scheuner, Erwin Van Eyk, Maximilian Schwinger, Johannes Grohmann, Nikolas Herbst, Cristina L. Abad, Alexandru Iosup

CoRR, 2020

Beyond Microbenchmarks: The SPEC-RG Vision for a Comprehensive Serverless Benchmark.

Erwin Van Eyk, Joel Scheuner, Simon Eismann, Cristina L. Abad, Alexandru Iosup

Proceedings of the Companion of the 2020 ACM/SPEC International Conference on Performance Engineering, 2020

Predicting the Costs of Serverless Workflows.

Simon Eismann, Johannes Grohmann, Erwin Van Eyk, Nikolas Herbst, Samuel Kounev

Proceedings of the ICPE '20: ACM/SPEC International Conference on Performance Engineering, 2020

Microservices: A Performance Tester's Dream or Nightmare?

Simon Eismann, Cor-Paul Bezemer, Weiyi Shang, Dusan Okanovic, André van Hoorn

Proceedings of the ICPE '20: ACM/SPEC International Conference on Performance Engineering, 2020

Model-Based Performance Predictions for SDN-Based Networks: A Case Study.

Stefan Herrnleben, Piotr Rygielski, Johannes Grohmann, Simon Eismann, Tobias Hoßfeld, Samuel Kounev

Proceedings of the Measurement, Modelling and Evaluation of Computing Systems, 2020

Baloo: Measuring and Modeling the Performance Configurations of Distributed DBMS.

Johannes Grohmann, Daniel Seybold, Simon Eismann, Mark Leznik, Samuel Kounev, Jörg Domaschka

Proceedings of the 28th International Symposium on Modeling, 2020

2019

On Learning Parametric Dependencies from Monitoring Data.

Johannes Grohmann, Simon Eismann, Samuel Kounev

Softwaretechnik-Trends, 2019

Online model learning for self-aware computing infrastructures.

Simon Spinner, Johannes Grohmann, Simon Eismann, Samuel Kounev

J. Syst. Softw., 2019

The SPEC-RG Reference Architecture for FaaS: From Microservices and Containers to Serverless Platforms.

Erwin Van Eyk, Alexandru Iosup, Johannes Grohmann, Simon Eismann, André Bauer, Laurens Versluis, Lucian Toader, Norbert Schmitt, Nikolas Herbst, Cristina L. Abad

IEEE Internet Comput., 2019

TeaStore - A Micro-Service Reference Application for Performance Engineers.

Jóakim von Kistowski, Simon Eismann, Johannes Grohmann, Norbert Schmitt, André Bauer, Samuel Kounev

Proceedings of the Companion of the 2019 ACM/SPEC International Conference on Performance Engineering, 2019

How is Performance Addressed in DevOps?

Cor-Paul Bezemer, Simon Eismann, Vincenzo Ferme, Johannes Grohmann, Robert Heinrich, Pooyan Jamshidi, Weiyi Shang, André van Hoorn, Mónica Villavicencio, Jürgen Walter, Felix Willnecker

Proceedings of the 2019 ACM/SPEC International Conference on Performance Engineering, 2019

TeaStore: A Micro-Service Reference Application for Benchmarking, Modeling and Resource Management Research.

Jóakim von Kistowski, Simon Eismann, Norbert Schmitt, André Bauer, Johannes Grohmann, Samuel Kounev

Proceedings of the Software Engineering and Software Management, 2019

Utilizing Clustering to Optimize Resource Demand Estimation Approaches.

Johannes Grohmann, Simon Eismann, André Bauer, Marwin Züfle, Nikolas Herbst, Samuel Kounev

Proceedings of the IEEE 4th International Workshops on Foundations and Applications of Self* Systems, 2019

TeaStore - A Micro-Service Reference Application.

Simon Eismann, Jóakim von Kistowski, Johannes Grohmann, André Bauer, Norbert Schmitt, Samuel Kounev

Proceedings of the IEEE 4th International Workshops on Foundations and Applications of Self* Systems, 2019

Systematic Search for Optimal Resource Configurations of Distributed Applications.

André Bauer, Simon Eismann, Johannes Grohmann, Nikolas Herbst, Samuel Kounev

Proceedings of the IEEE 4th International Workshops on Foundations and Applications of Self* Systems, 2019

Detecting Parametric Dependencies for Performance Models Using Feature Selection Techniques.

Johannes Grohmann, Simon Eismann, Sven Elflein, Jóakim von Kistowski, Samuel Kounev, Manar Mazkatli

Proceedings of the 27th IEEE International Symposium on Modeling, 2019

Integrating Statistical Response Time Models in Architectural Performance Models.

Simon Eismann, Johannes Grohmann, Jürgen Walter, Jóakim von Kistowski, Samuel Kounev

Proceedings of the IEEE International Conference on Software Architecture, 2019

2018

How is Performance Addressed in DevOps? A Survey on Industrial Practices.

Cor-Paul Bezemer, Simon Eismann, Vincenzo Ferme, Johannes Grohmann, Robert Heinrich, Pooyan Jamshidi, Weiyi Shang, André van Hoorn, Mónica Villavicencio, Jürgen Walter, Felix Willnecker

CoRR, 2018

Tools for Declarative Performance Engineering.

Jürgen Walter, Simon Eismann, Johannes Grohmann, Dusan Okanovic, Samuel Kounev

Proceedings of the Companion of the 2018 ACM/SPEC International Conference on Performance Engineering, 2018

The Vision of Self-aware Reordering of Security Network Function Chains.

Lukas Iffländer, Jürgen Walter, Simon Eismann, Samuel Kounev

Proceedings of the Companion of the 2018 ACM/SPEC International Conference on Performance Engineering, 2018

A SPEC RG Cloud Group's Vision on the Performance Challenges of FaaS Cloud Architectures.

Erwin Van Eyk, Alexandru Iosup, Cristina L. Abad, Johannes Grohmann, Simon Eismann

Proceedings of the Companion of the 2018 ACM/SPEC International Conference on Performance Engineering, 2018

TeaStore: A Micro-Service Reference Application for Cloud Researchers.

Simon Eismann, Jóakim von Kistowski, Johannes Grohmann, André Bauer, Norbert Schmitt, Nikolas Herbst, Samuel Kounev

Proceedings of the 2018 IEEE/ACM International Conference on Utility and Cloud Computing Companion, 2018

Blackbox Learning of Parametric Dependencies for Performance Models.

Vanessa Ackermann, Johannes Grohmann, Simon Eismann, Samuel Kounev

Proceedings of MODELS 2018 Workshops: ModComp, 2018

The Vision of Self-Aware Performance Models.

Johannes Grohmann, Simon Eismann, Samuel Kounev

Proceedings of the 2018 IEEE International Conference on Software Architecture Companion, 2018

Modeling of Parametric Dependencies for Performance Prediction of Component-Based Software Systems at Run-Time.

Simon Eismann, Jürgen Walter, Jóakim von Kistowski, Samuel Kounev

Proceedings of the IEEE International Conference on Software Architecture, 2018

2017

Providing Model-Extraction-as-a-Service for Architectural Performance Models.

Jürgen Walter, Simon Eismann, Nikolai Reed, Samuel Kounev

Softwaretechnik-Trends, 2017

2016

PAVO: A Framework for the Visualization of Performance Analyses Results.

Jürgen Walter, Maximilian König, Simon Eismann, Samuel Kounev

Softwaretechnik-Trends, 2016

2015

Automated Transformation of Descartes Modeling Language to Palladio Component Model.

Jürgen Walter, Simon Eismann, Adrian Hildebrandt

Softwaretechnik-Trends, 2015