Post-Doctoral Research Visit F/M CONFVERT: Green Software Configurations
Role details
Job location
Tech stack
Job description
Luc Lesoil, Mathieu Acher, Arnaud Blouin, Jean-Marc Jézéquel: Deep Software Variability: Towards Handling Cross-Layer Configuration. VaMoS 2021: 10:1-10:8
Weber, M., Kaltenecker, C., Sattler, F., Apel, S., Siegmund, N.: Twins or false friends? a study on energy consumption and performance of configurable software. In: 2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE), pp. 2098-2110 (2023)
Pereira, J.A., Acher, M., Martin, H., Jézéquel, J.-M., Botterweck, G., Ventresque, A.: Learning software configuration spaces: A systematic literature review. Journal of Systems and Software 182, 111044 (2021)
Édouard Guégain, Clément Quinton, Romain Rouvoy: On reducing the energy consumption of software product lines. SPLC (A) 2021: 89-99
Axel Halin, Alexandre Nuttinck, Mathieu Acher, Xavier Devroey, Gilles Perrouin, and Benoit Baudry. Test them all, is it worth it? Assessing configuration sampling on the JHipster Web development stack. Empirical Software Engineering (ESE), 24(2):674-717, July 2019. Empirical Software Engineering journal.
Santos, Eddie Antonio, et al. "How does Docker affect energy consumption? Evaluating workloads in and out of Docker containers." Journal of Systems and Software 146 (2018)
Principales activités
Tasks and Responsibilities
Lead research to (i) model configuration-energy trade-offs, (ii) design robust, generalizable predictive/optimization approaches, (iii) run reproducible empirical studies on representative systems, and (iv) translate results into actionable recommendations, datasets, and open-source tooling for researchers and practitioners; (v) disseminate findings
Requirements
- A PhD in the field of software engineering or data science or artificial intelligence, with a recognized research record
- Experience in software engineering and data analysis
- Experience in performance or energy consumption (bonus)
- Autonomy, and the ability to work in a distributed and international group.
- Fluent in English
Benefits & conditions
- Subsidized meals
- Partial reimbursement of public transport costs
- Leave: 7 weeks of annual leave + 10 extra days off due to RTT (statutory reduction in working hours) + possibility of exceptional leave (sick children, moving home, etc.)
- Possibility of teleworking (after 6 months of employment) and flexible organization of working hours
- Professional equipment available (videoconferencing, loan of computer equipment, etc.)
- Social, cultural and sports events and activities
- Access to vocational training