Girgit: A Lightweight Framework for building Dynamically Adaptive Systems

Many modern systems must run in continually changing context. 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 use...

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Detalles Bibliográficos
Autores principales: Rocha, Leonardo, Sen, Sagar, Mosan, Sabine, Rigault, Jean-Paul
Formato: Articulo
Lenguaje:Inglés
Publicado: 2012
Materias:
Ciencias Informáticas
Adaptive Systems
Dynamic Adaptive Systems
Software architectures
Frameworks
Vision System
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/135250
https://publicaciones.sadio.org.ar/index.php/EJS/article/view/59
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata
id I19-R120-10915-135250
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 architectures
Frameworks
Vision System
spellingShingle Ciencias Informáticas
Adaptive Systems
Dynamic Adaptive Systems
Software architectures
Frameworks
Vision System
Rocha, Leonardo
Sen, Sagar
Mosan, Sabine
Rigault, Jean-Paul
Girgit: A Lightweight Framework for building Dynamically Adaptive Systems
topic_facet Ciencias Informáticas
Adaptive Systems
Dynamic Adaptive Systems
Software architectures
Frameworks
Vision System
description Many modern systems must run in continually changing context. 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 to the changing context 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 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 systems. We evaluate it by building a dynamically adaptive vision system followed by performing experiments to determine its continuity and performance.
format Articulo
Articulo
author Rocha, Leonardo
Sen, Sagar
Mosan, Sabine
Rigault, Jean-Paul
author_facet Rocha, Leonardo
Sen, Sagar
Mosan, Sabine
Rigault, Jean-Paul
author_sort Rocha, Leonardo
title Girgit: A Lightweight Framework for building Dynamically Adaptive Systems
title_short Girgit: A Lightweight Framework for building Dynamically Adaptive Systems
title_full Girgit: A Lightweight Framework for building Dynamically Adaptive Systems
title_fullStr Girgit: A Lightweight Framework for building Dynamically Adaptive Systems
title_full_unstemmed Girgit: A Lightweight Framework for building Dynamically Adaptive Systems
title_sort girgit: a lightweight framework for building dynamically adaptive systems
publishDate 2012
url http://sedici.unlp.edu.ar/handle/10915/135250
https://publicaciones.sadio.org.ar/index.php/EJS/article/view/59
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AT sensagar girgitalightweightframeworkforbuildingdynamicallyadaptivesystems
AT mosansabine girgitalightweightframeworkforbuildingdynamicallyadaptivesystems
AT rigaultjeanpaul girgitalightweightframeworkforbuildingdynamicallyadaptivesystems
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