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SEAMS 2022
Mon 23 - Tue 24 May 2022
co-located with ICSE 2022
Thu 19 May 2022 12:40 - 12:45 at SEAMS room - Analysis and Planning Chair(s): Gabriel A. Moreno, Genaína Nunes Rodrigues

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Self-adaptive systems are expected to mitigate disruptions through continually adjusting their configuration and behaviour. This mitigation is often reactive. Typically, environmental or internal changes trigger a system response only after a violation of the system requirements. Despite a broad agreement that prevention is better than cure in self-adaptation, proactive adaptation methods are underrepresented within the repertoire of solutions available to the developers of self-adaptive systems. To address this gap, we present a work-in-progress approach for the PREdiction of System-level disrupTiOns (PRESTO) through parametric model checking. Intended for use in the analysis step of the MAPE-K (Monitor-Analyse-Plan-Execute over a shared Knowledge) feedback control loop of self-adaptive systems, PRESTO comprises two stages. First, time-series analysis is applied to monitoring data in order to identify trends in the values of individual system and/or environment parameters. Next, future non-functional requirement violations are predicted by using parametric model checking, in order to establish the potential impact of these trends on the reliability and performance of the system. We illustrate the application of PRESTO in a case study from the autonomous farming domain.

Thu 19 May

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12:30 - 14:00
Analysis and Planning SEAMS 2022 at SEAMS room
Chair(s): Gabriel A. Moreno Carnegie Mellon University, USA, Genaína Nunes Rodrigues University of Brasília
12:30
5m
Paper
Planning Landscape Analysis for Self-Adaptive SystemsShort Research Paper
SEAMS 2022
Tao Chen Loughborough University
Pre-print
12:40
5m
Paper
PRESTO: Predicting System-level Disruptions through Parametric Model CheckingShort Research Paper
SEAMS 2022
Xinwei Fang University of York, UK, Radu Calinescu University of York, UK, Colin Paterson University of York, Julie Wilson University of York
Pre-print
12:45
5m
Paper
Run-Time Adaptation of Quality Attributes for Automated PlanningShort Research Paper
SEAMS 2022
Rebekka Wohlrab Carnegie Mellon University, Rômulo Meira-Góes Carnegie Mellon University, Michael Vierhauser Johannes Kepler University Linz
Pre-print
12:50
5m
Paper
Towards Model Co-evolution Across Self-Adaptation Steps for Combined Safety and Security AnalysisShort Research Paper
SEAMS 2022
Thomas Witte Ulm University, Raffaela Groner Ulm University, Alexander Raschke Ulm University, Matthias Tichy Ulm University, Germany, Irdin Pekaric University of Innsbruck, Michael Felderer University of Innsbruck
Pre-print
12:55
65m
Panel
Discussion
SEAMS 2022


Information for Participants
Thu 19 May 2022 12:30 - 14:00 at SEAMS room - Analysis and Planning Chair(s): Gabriel A. Moreno, Genaína Nunes Rodrigues
Info for room SEAMS room:

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