Towards Lightweight Dynamic Adaptation : A Framework and its Evaluation
Many modern systems must run in continually changing contexts. For example, a computer vision system to detect vandalism in train stations must function during the day and at night. The software components for image acquisition and people detection used during daytime may not be the same as those us...
| Autores principales: | , , , |
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| Formato: | Objeto de conferencia |
| Lenguaje: | Inglés |
| Publicado: |
2011
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| Acceso en línea: | http://sedici.unlp.edu.ar/handle/10915/125493 https://40jaiio.sadio.org.ar/sites/default/files/T2011/ASSE/783.pdf |
| Aporte de: |
| id |
I19-R120-10915-125493 |
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| record_format |
dspace |
| institution |
Universidad Nacional de La Plata |
| institution_str |
I-19 |
| repository_str |
R-120 |
| collection |
SEDICI (UNLP) |
| language |
Inglés |
| topic |
Ciencias Informáticas Adaptive Systems Dynamic Adaptive Systems Software Architecture Framework Vision System |
| spellingShingle |
Ciencias Informáticas Adaptive Systems Dynamic Adaptive Systems Software Architecture Framework Vision System Rocha, Leonardo M. Sen, Sagar Moisan, Sabine Rigault, Jean-Paul Towards Lightweight Dynamic Adaptation : A Framework and its Evaluation |
| topic_facet |
Ciencias Informáticas Adaptive Systems Dynamic Adaptive Systems Software Architecture Framework Vision System |
| description |
Many modern systems must run in continually changing contexts. For example, a computer vision system to detect vandalism in train stations must function during the day and at night. The software components for image acquisition and people detection used during daytime may not be the same as those used at night. The system must adapt by replacing running components such as image acquisition from color to infra-red. This adaptation involves context detection, decision on change in components, followed by seamless execution of a new configuration of components. All this must occur at runtime while minimizing the impact of dynamic change on continuity and loss in performance. We present Girgit, a lightweight Python-based framework for building dynamic adaptive software systems. We evaluate it by building a dynamically adaptive vision system followed by performing rigorous experiments to determine its continuity and performance. |
| format |
Objeto de conferencia Objeto de conferencia |
| author |
Rocha, Leonardo M. Sen, Sagar Moisan, Sabine Rigault, Jean-Paul |
| author_facet |
Rocha, Leonardo M. Sen, Sagar Moisan, Sabine Rigault, Jean-Paul |
| author_sort |
Rocha, Leonardo M. |
| title |
Towards Lightweight Dynamic Adaptation : A Framework and its Evaluation |
| title_short |
Towards Lightweight Dynamic Adaptation : A Framework and its Evaluation |
| title_full |
Towards Lightweight Dynamic Adaptation : A Framework and its Evaluation |
| title_fullStr |
Towards Lightweight Dynamic Adaptation : A Framework and its Evaluation |
| title_full_unstemmed |
Towards Lightweight Dynamic Adaptation : A Framework and its Evaluation |
| title_sort |
towards lightweight dynamic adaptation : a framework and its evaluation |
| publishDate |
2011 |
| url |
http://sedici.unlp.edu.ar/handle/10915/125493 https://40jaiio.sadio.org.ar/sites/default/files/T2011/ASSE/783.pdf |
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Repositorios |
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