RESMETRIC: Analyzing Resilience to Enable Research on Antifragility
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | , , |
|---|---|
| Format: | Preprint |
| Publié: |
2025
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
| _version_ | 1866917906800967680 |
|---|---|
| author | Koenig, Ferdinand Carwehl, Marc Imrie, Calum |
| author_facet | Koenig, Ferdinand Carwehl, Marc Imrie, Calum |
| contents | 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. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2501_18245 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | RESMETRIC: Analyzing Resilience to Enable Research on Antifragility Koenig, Ferdinand Carwehl, Marc Imrie, Calum Software Engineering 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. |
| title | RESMETRIC: Analyzing Resilience to Enable Research on Antifragility |
| topic | Software Engineering |
| url | https://arxiv.org/abs/2501.18245 |