Despite considerable research efforts on handling uncertainty in self-adaptive systems, a comprehensive understanding of the precise nature of uncertainty is still lacking. This paper summarises the findings of the 2023 Bertinoro Seminar on Uncertainty in Self- Adaptive Systems, which aimed at thoroughly investigating the notion of uncertainty, and outlining open challenges associated with its handling in self-adaptive systems. The seminar discussions were centered around five core topics: (1) agile end-toend handling of uncertainties in goal-oriented self-adaptive systems, (2) managing uncertainty risks for self-adaptive systems, (3) uncertainty propagation and interaction, (4) uncertainty in self-adaptive machine learning systems, and (5) human empowerment under uncertainty. Building on the insights from these discussions, we propose a research agenda listing key open challenges, and a possible way forward for addressing them in the coming years.

(2023). Towards a Research Agenda for Understanding and ManagingUncertainty in Self-Adaptive Systems [editorial - editoriale]. In SOFTWARE ENGINEERING NOTES. Retrieved from https://hdl.handle.net/10446/262957

Towards a Research Agenda for Understanding and ManagingUncertainty in Self-Adaptive Systems

Scandurra, Patrizia;
2023-01-01

Abstract

Despite considerable research efforts on handling uncertainty in self-adaptive systems, a comprehensive understanding of the precise nature of uncertainty is still lacking. This paper summarises the findings of the 2023 Bertinoro Seminar on Uncertainty in Self- Adaptive Systems, which aimed at thoroughly investigating the notion of uncertainty, and outlining open challenges associated with its handling in self-adaptive systems. The seminar discussions were centered around five core topics: (1) agile end-toend handling of uncertainties in goal-oriented self-adaptive systems, (2) managing uncertainty risks for self-adaptive systems, (3) uncertainty propagation and interaction, (4) uncertainty in self-adaptive machine learning systems, and (5) human empowerment under uncertainty. Building on the insights from these discussions, we propose a research agenda listing key open challenges, and a possible way forward for addressing them in the coming years.
editoriale
2023
Weyns, Danny; Calinescu, Radu; Mirandola, Raffaela; Tei, Kenji; Acosta, Maribel; Bennaceur, Amel; Boltz, Nicolas; Bures, Tomas; Camara, Javier; Diacon...espandi
(2023). Towards a Research Agenda for Understanding and ManagingUncertainty in Self-Adaptive Systems [editorial - editoriale]. In SOFTWARE ENGINEERING NOTES. Retrieved from https://hdl.handle.net/10446/262957
File allegato/i alla scheda:
File Dimensione del file Formato  
Bertinoro_UCAS_seminar_report.pdf

Solo gestori di archivio

Versione: publisher's version - versione editoriale
Licenza: Licenza default Aisberg
Dimensione del file 492.9 kB
Formato Adobe PDF
492.9 kB Adobe PDF   Visualizza/Apri
Pubblicazioni consigliate

Aisberg ©2008 Servizi bibliotecari, Università degli studi di Bergamo | Terms of use/Condizioni di utilizzo

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10446/262957
Citazioni
  • Scopus ND
  • ???jsp.display-item.citation.isi??? ND
social impact