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Computer Systems and Applications (AICCSA)</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2021</style></year></dates><publisher><style face="normal" font="default" size="100%">IEEE</style></publisher><pages><style face="normal" font="default" size="100%">1-8</style></pages><isbn><style face="normal" font="default" size="100%">166540969X</style></isbn><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Douha, Djamel</style></author><author><style face="normal" font="default" size="100%">Mokhtari, Aicha</style></author><author><style face="normal" font="default" size="100%">Guessoum, Zahia</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Towards a non monotonic agent testing, reasoning about messages and behavior</style></title><secondary-title><style face="normal" font="default" size="100%">8th ACS/IEEE International Conference on Computer Systems and Applications AICCSA 2021</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2021</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Saliha Mezzoudj</style></author><author><style face="normal" font="default" size="100%">Ali Behloul</style></author><author><style face="normal" font="default" size="100%">Rachid Seghir</style></author><author><style face="normal" font="default" size="100%">Yassmina Saadna</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">A parallel content-based image retrieval system using spark and tachyon frameworks</style></title><secondary-title><style face="normal" font="default" size="100%">Journal of King Saud University - Computer and Information Sciences</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2021</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">&lt;p style=&quot;text-align: justify;&quot;&gt;
	With the huge increase of large-scale multimedia over Internet, especially images, building Content-Based Image Retrieval (CBIR) systems for large-scale images has become a big challenge. One of the drawbacks associated with CBIR is the very long execution time. In this article, we propose a fast Content-Based Image Retrieval system using Spark (CBIR-S) targeting large-scale images. Our system is composed of two steps.&amp;nbsp;&lt;em&gt;(i) image indexation step&lt;/em&gt;, in which we use&amp;nbsp;MapReduce&amp;nbsp;distributed model on Spark in order to speed up the indexation process. We also use a memory-centric&amp;nbsp;distributed storage system, called Tachyon, to enhance the write operation&amp;nbsp;&lt;em&gt;(ii) image retrieving step&lt;/em&gt;&amp;nbsp;which we speed up by using a parallel k-Nearest Neighbors (k-NN) search method based on&amp;nbsp;MapReduce model&amp;nbsp;implemented under&amp;nbsp;Apache Spark, in addition to exploiting the cache method of spark framework. We have showed, through a wide set of experiments, the effectiveness of our approach in terms of processing time.
&lt;/p&gt;
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