| Vol-3043 urn:nbn:de:0074-3043-0 Copyright © 2021 for the individual papers by the papers' authors. Copyright © 2021 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# SSP 2021
Symposium on Software Performance 2021

### Short Paper Proceedings of Symposium on Software Performance

### Leipzig, Germany, November 9.-10., 2021.

Edited by

### David Georg Reichelt *
Richard Müller **
Steffen Becker ***
Wilhelm Hasselbring ****
André van Hoorn *****
Samuel Kounev ******
Anne Koziolek *******
Ralf Reussner *******,********

* Universität Leipzig, University Computing Centre, Research and Development, Ritterstraße 26, 04109 Leipzig, Germany
** ipoque GmbH, Augustusplatz 9, 04109 Leipzig, Germany
*** Universität Stuttgart, Institut für Softwaretechnologie, Keplerstraße 7, 70174 Stuttgart, Germany
**** Christian-Albrechts-Universität zu Kiel, Software Engineering Group, Christian-Albrechts-Platz 4, 24118 Kiel, Germany
***** University of Hamburg, Department of Informatics, Vogt-Kölln-Straße 30, 22527 Hamburg, Germany
****** Julius-Maximilians-Universität Würzburg, Department of Computer Science, Am Hubland, Würzburg, Germany
******* Karlsruher Institut für Technologie, Institute for Program Structures and Data Organization, Am Fasanengarten 5, 76131 Karlsruhe, Germany
******** FZI Forschungszentrum Informatik, Haid-und-Neu-Str. 10–14, 76131 Karlsruhe, Germany

## Table of Contents

- Preface
  Summary: There were 9 papers for peer-review to this workshop. Out of these, 9 submissions were accepted for this volume, 9 as short papers. Additionally, 8 posters where accepted.

### Session: Measurement I

- Measuring the Performance Impact of Branching Instructions
  Lukas Beierlieb, Lukas Iffländer, Aleksandar Milenkoski, Thomas Prantl, Samuel Kounev
- Experiences in Replicating an Experiment on Comparing Static and Dynamic Coupling Metrics
  Richard Müller, Dirk Mahler, Christopher Klinkmüller

### Session: Measurement II (Benchmarking)

- Automated Benchmarking of Cloud-Hosted DBMS With benchANT (Poster)
  Daniel Seybold, Jörg Domaschka
- Overhead Comparison of OpenTelemetry, inspectIT and Kieker
  David Georg Reichelt, Stefan Kühne, Wilhelm Hasselbring
- Benchmarking Neural Networks on Heterogeneous Hardware Resources
  Christopher Noel Hesse, Holger Eichelberger
- Reproducible Benchmarking of Cloud-Native Applications With the Kubernetes Operator Pattern
  Sören Henning, Benedikt Wetzel, Wilhelm Hasselbring

### Session: Software Engineering Process

- ßMACH — A Software Management Guidance
  Marcus Hilbrich, Fabian Lehmann
- Continuous Secure Software Development and Analysis
  Sophie Schulz, Frederik Reiche, Sebastian Hahner, Jonas Schiffl
- Scenario-Based Elicitation, Specification, and Comprehension of Transient Software Behavior (Poster)
  Sebastian Frank, Alireza Hakamian, André van Hoorn, Samuel Beck, Christoph Zorn

### Session: Measurement III (Monitoring)

- Industry 4.0 Resource Monitoring - Experiences With Micrometer and Asset Administration Shells
  Miguel Gomez Casado, Holger Eichelberger
- Instrumenting C and Fortran Software With Kieker
  Reiner Jung, Sven Gundlach, Wilhelm Hasselbring
- Monitoring Python Applications With Kieker (Poster)
  Reiner Jung, Sven Gundlach, Serafim Simonov , Wilhelm Hasselbring
- Container Start Times: Empirical Analysis and Predictability (Poster)
  Martin Straesser, Samuel Kounev

### Session: Microservices

- Towards Splitting Monolithic Workflows Into Serverless Functions and Estimating Their Run-Time in the Earth Observation Domain (Poster)
  Dennis Kaiser, Bohdan Dovhan, André Bauer, Samuel Kounev
- MiSim — A Lightweight and Extensible Simulator for a Scenario-Based Resilience Evaluation of Microservice Architectures (Poster)
  Lion Wagner, Sebastian Frank, Alireza Hakamian, André van Hoorn

### Session: Modeling

- The Slingshot Simulator: An Extensible Event-Driven PCM Simulator (Poster)
  Julijan Katic, Floriment Klinaku, Steffen Becker
- Using Online Working Sessions as an Evaluation Technique for Research in SPE: Experience and Lessons Learned (Poster)
  Floriment Klinaku, Alireza Hakamian, Steffen Becker

2022-01-12: submitted by David Georg Reichelt, metadata incl. bibliographic data published under Creative Commons CC0
2022-02-23: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|