ResMetric: Analyzing Resilience to Enable Research on Antifragility
ARTIFACT
This program is tentative and subject to change.
A key feature in self-adaptive systems is resilience, which is an ongoing research topic. Recently, the community started to explore antifragility, which describes the improvement of resilience over time. While there are model-agnostic resilience metrics, there is currently no out-of-the-box tool for researchers and practitioners to determine to which degree their system is resilient. To facilitate research on antifragility, we present RESMETRIC, a model-agnostic tool that calculates and visualizes various resilience metrics based on the quality of service over time. With RESMETRIC, researchers can evaluate their definition of resilience and antifragility. This paper highlights how RESMETRIC can be employed by demonstrating its use in a case study on gas detection.
This program is tentative and subject to change.
Mon 28 AprDisplayed time zone: Eastern Time (US & Canada) change
11:00 - 12:30 | |||
11:00 25mTalk | Symbolic State Seeding Improves Coverage Of Reinforcement LearningFULL Research Track Mohsen Ghaffari IT University of Copenhagen, Cong Chen IT-University of Copenhagen, Mahsa Varshosaz IT University of Copenhagen, Denmark, Einar Broch Johnsen University of Oslo, Andrzej Wąsowski IT University of Copenhagen, Denmark | ||
11:25 25mTalk | Robust Probabilistic Model Checking with Continuous Reward DomainsFULL Research Track Xiaotong Ji Imperial College London, Hanchun Wang Imperial College London, Antonio Filieri AWS and Imperial College London, Ilenia Epifani Politecnico di Milano | ||
11:50 15mTalk | Approaching Proactive Self-Adaptation in Nonlinear Cyber-Physical SystemsSHORT Research Track Farid Edrisi Linnaeus University, Diego Perez-Palacin Linnaeus University, Mauro Caporuscio Linnaeus University, Raffaela Mirandola Karlsruhe Institute of Technology (KIT) | ||
12:05 15mTalk | ResMetric: Analyzing Resilience to Enable Research on AntifragilityARTIFACT Artifact Track Ferdinand Koenig Humboldt-Universtität zu Berlin, Marc Carwehl Humboldt-Universität zu Berlin, Calum Imrie University of York | ||
12:20 10mOther | Discussion Session 2 Research Track | ||