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A New Method of Dynamic Horizontal Fragmentation for Multimedia Databases Contemplating Content-Based Queries

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Artículo JCR (4.255Mb)
Fecha
2022-01-17
Autor
Castro-Medina, Felipe
Rodríguez-Mazahua, Lisbeth
López-Chau, Asdrúbal
Cervantes, Jair
Alor-Hernández, Giner
Machorro-Cano, Isaac
Arrioja-Rodríguez, Mario Leoncio
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Resumen
The proper storage and management of multimedia data is a topic of great interest to industry and academia. Database fragmentation plays a fundamental role as a mechanism to guarantee cost reduction and improve response time performance in distributed data management environments. Multimedia database access patterns are constantly changing; due to this, it is important that the partitioning schemes also adapt to these changes. Dynamic fragmentation techniques offer this advantage and represent a reduction of the tasks that an administrator must perform and the complete autonomy to determine when to carry out a new fragmentation based on a cost model. This work proposes a new method of dynamic horizontal fragmentation for multimedia databases, including a way to contemplate content-based queries in the creation of new fragments. The use of content-based queries is on the rise, as multimedia elements are often presented within databases, and for this reason new fragmentation strategies must include this aspect to provide better-performing schemas. The method included in this research is placed within a current web application called XAMANA. We performed some experiments to demonstrate the effectiveness of our approach.
URI
http://repositorios.orizaba.tecnm.mx:8080/xmlui/handle/123456789/743
Temas
Dynamic fragmentation
CBIR
Access patterns
Tipo
Article
Colecciones
  • Artículos (MSC) [39]

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