Brief CV
| since 08/2018 | Researcher, Chair of Information Systems II, University of Mannheim |
| 02/2022 |
PhD/ |
| 06/2018 | Master Degree |
| 09/2016-06/2018 | MSc Mannheim Master in Management, University of Mannheim |
| 06/2016 | Bachelor Degree |
| 09/2015-12/2015 | Lancaster University, United Kingdom |
| 09/2013-06/2016 | BSc Business Informatics, University of Mannheim |
Research Interest
- Edge Computing, Mobile Ad-hoc Computing, Fog Computing
- Tasklets
- Data Management in Distributed Computing Systems
- Energy-aware Offloading
- Location-aware Services
Publications
2022
- Breitbach, M. (2022). Computation offloading for fast and energy-efficient edge computing. Dissertation, . Mannheim.
2021
- Breitbach, M., Edinger, J., Kaupmees, S., Trötsch, H., Krupitzer, C. und Becker, C. (2021). Artifact: Voltaire: precise energy-aware code offloading decisions with machine learning. In , 19th IEEE International Conference on Pervasive Computing and CommunicationsWorkshops and other Affiliated Events, PerCom Workshops 2021, Kassel,Germany, March 22-26, 2021 (S. 442-443). , IEEE: Kassel.
- Breitbach, M., Edinger, J., Kaupmees, S., Trötsch, H., Krupitzer, C. und Becker, C. (2021). Voltaire: precise energy-aware code offloading decisions with machine learning. In , 19th IEEE International Conference on Pervasive Computing and Communications, PerCom 2021, Kassel, Germany, March 22-26, 2021 (S. 1-10). , IEEE: Kassel.
- Breitbach, M., Edinger, J., Schäfer, D. und Becker, C. (2021). DataVinci: proactive data placement for ad-hoc computing. In , 2021 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) : June 17 2021 to June 21 2021 Portland, OR, USA (S. 866-873). , IEEE: Piscataway, NJ.
- Edinger, J., Breitbach, M., Gabrisch, N., Schäfer, D., Becker, C. und Rizk, A. (2021). Decentralized low-latency task scheduling for ad-hoc computing. In , 35th IEEE International Parallel & Distributed Processing Symposium : May 17-21, 2021 (S. 776-785). , IEEE: Piscataway, NJ.
- Lesch, V., Breitbach, M., Segata, M., Becker, C., Kounev, S. und Krupitzer, C. (2021). An overview on approaches for coordination of platoons. IEEE Transactions on Intelligent Transportation Systems.
2020
- Pfannemüller, M., Breitbach, M. und Becker, C. (2020). EnTrace: Achieving enhanced traceability in self-aware computing systems. In , 2020 IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS) : Aug. 17 2020 to Aug. 21 2020 Washington, DC, USA : conference proceedings (S. 160-165). , IEEE: Piscataway, NJ.
- Pfannemüller, M., Breitbach, M., Krupitzer, C., Becker, C. und Schürr, A. (2020). Enhancing a communication system with adaptive behavior using REACT. In , 2020 IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS) : Aug. 17 2020 to Aug. 21 2020 Washington, DC, USA : conference proceedings (S. 228-229). , IEEE: Piscataway, NJ.
- Pfannemüller, M., Breitbach, M., Krupitzer, C., Weckesser, M., Becker, C., Schmerl, B. und Schürr, A. (2020). REACT: A model-based runtime environment for adapting communication systems. In , 2020 IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS) : Aug. 17 2020 to Aug. 21 2020 Washington, DC, USA : conference proceedings (S. 65-74). , IEEE: Piscataway, NJ.
- Pfannemüller, M., Breitbach, M., Weckesser, M., Becker, C., Schmerl, B., Schürr, A. und Krupitzer, C. (2020). REACT-ION: A model-based runtime environment for situation-aware adaptations. ACM Transactions on Autonomous and Adaptive Systems, 15, 1-29.
2019
- Breitbach, M., Schäfer, D., Edinger, J. und Becker, C. (2019). Context-aware data and task placement in edge computing environments. In , 2019 IEEE International Conference on Pervasive Computing and Communications (PerCom) : took place 11–15 March 2019 in Kyoto, Japan (S. 272-281). , IEEE: Piscataway, NJ.
2018
- Krupitzer, C., Breitbach, M., Roth, F. M., VanSyckel, S., Schiele, G. und Becker, C. (2018). A survey on engineering approaches for self-adaptive systems (extended version). Mannheim.
- Krupitzer, C., Segata, M., Breitbach, M., El-Tawab, S., Tomforde, S. und Becker, C. (2018). Towards infrastructure-aided self-organized hybrid platooning. In , 2018 IEEE Global Conference on Internet of Things (GCIoT) (S. 1-6). , IEEE: Piscataway, NJ.
- Krupitzer, C., Sztyler, T., Edinger, J., Breitbach, M., Stuckenschmidt, H. und Becker, C. (2018). Hips do lie! A position-aware mobile fall detection system. In , 2018 IEEE International Conference on Pervasive Computing and Communications (PerCom) : Athens, Greece, March 19-23, 2018 (S. 1-10). , IEEE Computer Society: Piscataway, NJ.
- Schäfer, D., Edinger, J., Breitbach, M. und Becker, C. (2018). Workload partitioning and task migration to reduce response times in heterogeneous computing environments. In , 27th International Conference on Computer Communication and Networks, ICCCN 2018, Hangzhou, China, July 30 – August 2, 2018 (S. 1-11). , IEEE: Piscataway, NJ.
- Schäfer, D., Edinger, J., Eckrich, J., Breitbach, M. und Becker, C. (2018). Hybrid task scheduling for mobile devices in edge and cloud environments. In , 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2018 : Athens, Greece, March 19-23, 2018 (S. 669-674). , IEEE: Piscataway, NJ.
2017
- Edinger, J., Schäfer, D., Breitbach, M. und Becker, C. (2017). Developing distributed computing applications with tasklets. In , 2017 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops) took place 13–17 March 2017 in Big Island, HI, USA (S. 94-96). , IEEE: Piscataway, NJ.
- Krupitzer, C., Breitbach, M., Saal, J., Becker, C., Segata, M. und Cigno, R. L. (2017). RoCoSys : a framework for coordination of mobile IoT devices. In , 2017 IEEE International Conference on Pervasive Computing and Communications, PerCom 2017, Kona, Big Island, HI, USA, March 13-17, 2017 (S. 485-490). , IEEE: New York, NY.
2016
- Schäfer, D., Edinger, J., Becker, C. und Breitbach, M. (2016). Writing a distributed computing application in 7 minutes with tasklets. In , Proceedings of the Posters and Demos Session of the 17th International Middleware Conference, Middleware Posters and Demos 2016, Trento, Italy, December 12-16, 2016 (S. 25-26). , ACM: New York, NY.
Awards and Scholarships
- IEEE PerCom 2021 Mark Weiser Best Paper Award
- Scholarship by the German Academic Scholarship Foundation („Studienstiftung des Deutschen Volkes“)
- FWI Science Award 2016
- Faculty Award for Outstanding Achievements 2016
Teaching
HWS 2021
- SM 453/
IS 722/ IS 918 Context-Aware and Distributed Systems (Seminar)
FSS 2021
- IS 621 Self-Organizing and Adaptive Systems (Exercise)
- SM 453/
IS 722/ IS 918 Context-Aware and Distributed Systems (Seminar) - Large Scale Experiments for Mobile Distributed Computing in the Wild (Team project)
HWS 2020
- SM 453/
IS 722/ IS 918 Context-Aware and Distributed Systems (Seminar) - Large Scale Experiments for Mobile Distributed Computing in the Wild (Team project)
FSS 2020
- IS 625 Pervasive Computing (Exercise)
- SM 453/
IS 722 Trends in Distributed Systems (Seminar)
HWS 2019
- SM 453/
IS 722 Trends in Distributed Systems (Seminar)
FSS 2019
- IS 625 Pervasive Computing (Exercise)
- Location-Aware Data Placement in Distributed Computing (Team project)
- SM 453/
IS 722 Trends in Distributed Systems (Seminar)
HWS 2018
- IS 553 System Software (Exercise)
- SM 453/
Supervised Theses
Bachelor Business Informatics
- Visualization of Tasklets managed within Edge Computing Networks
- Experimental Evaluation of Machine Learning for Energy-Aware Code Offloading in Edge Computing
- A Simulation-Based Study of Resource Reservation Strategies in Task Scheduling for Edge Computing
- A Simulation-Based Use Case Analysis for Location-Aware Data Placement in 5G Edge Computing
- Development of an Energy-Aware Decision Engine for Distributed Computing
Bachelor Business Administration
- A Survey on Code Offloading Experiments in Edge and Cloud Environments
- A Review of Code Offloading Approaches for the Internet of Things
- Unlimited Power: Overview of Parallelization Strategies for Simulators
- Comparison of Proactive Data Placement Strategies for Edge Computing Environments
- User Experience in Edge Computing: A Categorization of Response Time Requirements
- An Overview of Smart Demo Factories for Industry 4.0
- The Future of Computing: Trends, Challenges, and Outlook
- Empirical Evaluation of Distributed Ant Colony Optimization Strategies
- A Survey on Platooning Coordination – Algorithms, Strategies, Approaches
Master Business Informatics
- Predicting the energy consumption of applications based on a bytecode instruction analysis
- Evaluation of Suitable Programming Languages for Heterogeneous Distributed Computing Systems
- Energy-Aware Task Scheduling in Edge Computing Environments
- Leveraging the Power of Edge Computing for Distributed Tree Search Algorithms
- A Simulation-Based Study of Data Placement Strategies in Distributed Computing
Mannheim Master in Management
- Demand analysis for computation offloading within edge computing systems
- The economic potential of code offloading – A study in edge and cloud computing environments with real-world applications
- From Peer-to-Peer to Mobile Ad-Hoc Computing: A Survey on Resource Sharing among End-User Devices
- Location Prediction for Data Placement in Distributed Computing Systems
Review Activities
- Elsevier Pervasive and Mobile Computing Journal
- IEEE International Conference on Pervasive Computing and Communications (IEEE PerCom) Artifact Review Committee
- International Journal of Universal Computer Science
- IEEE International Conference on Intelligent Transportation Systems (IEEE ITSC)
- Internationale Tagung Wirtschaftsinformatik (WI)
Profiles