ICSE 2024 (series) / SEAMS 2024 (series) / Research Track / Uncertainty Flow Diagrams: Towards a Systematic Representation of Uncertainty Propagation and Interaction in Adaptive Systems
Uncertainty Flow Diagrams: Towards a Systematic Representation of Uncertainty Propagation and Interaction in Adaptive SystemsSHORT
Mon 15 Apr 2024 12:15 - 12:30 at Luis de Freitas Branco - Session 2: Uncertainty Chair(s): Ivana Dusparic
Sources of uncertainty in adaptive systems are rarely independent, and their interaction can affect the attainment of system goals in unpredictable ways. Despite ample work on “taming” uncertainty, the research community has devoted little attention to the systematic representation, analysis, and mitigation of uncertainty propagation and interaction (UPI) in adaptive systems. To address this oversight, we introduce Uncertainty Flow Diagrams, a notation that captures key UPI aspects. We demonstrate the use and benefits of our novel notation on Znn.com, an adaptive news site infrastructure.
Mon 15 AprDisplayed time zone: Lisbon change
Mon 15 Apr
Displayed time zone: Lisbon change
11:00 - 12:30 | Session 2: UncertaintyResearch Track at Luis de Freitas Branco Chair(s): Ivana Dusparic Trinity College Dublin, Ireland | ||
11:00 25mTalk | Formal Synthesis of Uncertainty Reduction ControllersFULL Research Track Marc Carwehl Humboldt-Universität zu Berlin, Calum Imrie University of York, Thomas Vogel Humboldt-Universtität zu Berlin, Genaína Nunes Rodrigues University of Brasília, Radu Calinescu University of York, UK, Lars Grunske Humboldt-Universität zu Berlin | ||
11:25 25mTalk | Automated Planning for Adaptive Cyber-Physical Systems under Uncertainty in Temporal Availability ConstraintsFULL Research Track Raquel Sanchez University of Malaga, Javier Troya Universidad de Málaga, Spain, Javier Camara University of Málaga | ||
11:50 25mTalk | Handling uncertainty in the specification of autonomous multi-robot systems through mission adaptationFULL Research Track Gianluca Filippone University of L'Aquila, Italy, Juan Antonio Piñera García Gran Sasso Science Institute, Marco Autili University of L'Aquila, Italy, Patrizio Pelliccione Gran Sasso Science Institute, L'Aquila, Italy | ||
12:15 15mTalk | Uncertainty Flow Diagrams: Towards a Systematic Representation of Uncertainty Propagation and Interaction in Adaptive SystemsSHORT Research Track Javier Camara University of Málaga, Sebastian Hahner Karlsruhe Institute of Technology (KIT), Diego Perez-Palacin Linnaeus University, Antonio Vallecillo University of Málaga, Spain, Maribel Acosta Technical University of Munich, Nelly Bencomo Durham University, Radu Calinescu University of York, UK, Simos Gerasimou University of York | ||