Big Data Analysis: A New Scheme for the Information Retrieving Based on the Content of Multimedia Documents

Big Data analysis is one of the hot topics now days for knowledge discovery in databases process. It’s considered as significant field of knowledge management. Roughly, the ¾ of organizations have been adopted some form of analytics today. The most posed question in big data analysis is how to manage and operate in it? In this study, we explain the concept of the proposed information system architecture for retrieving information. This system scheme operates basing on the content of the document.  Digitized visual media: images and videos captured from real time video surveillance system require high storage capacity. This work describes the steps of indexation and content modeling for retrieving and managing information in multimedia documents databases. Keywords: big data analysis, multimedia documents, indexing, modeling, classification, content representation

Resource Optimization of Mobile Intelligent System with heart MPLS network

In this paper, we introduce the original Mobile Intelligent System (MIS) in embeded FPGA architecture. This node will allow the construction of autonomous mobile network units which can move in unknowns, inaccessible or hostile environnement for human being, in order to collect data by various sensors and transmits them by routing to a unit of distant process. In the sake of improving the performance of transmission, we propose a global schema of QoS management using DiffServ/MPLS backbones. We provide an evaluation of several scenarios for combining QoS IP networks with MIS access network. We conclude with a study on interoperability between QoS patterns in access and backbone networks

Resource Optimization of Mobile Intelligent System with heart MPLS network

In this paper, we introduce the original Mobile Intelligent System (MIS) in embeded FPGA architecture. This node will allow the construction of autonomous mobile network units which can move in unknowns, inaccessible or hostile environnement for human being, in order to collect data by various sensors and transmits them by routing to a unit of distant process. In the sake of improving the performance of transmission, we propose a global schema of QoS management using DiffServ/MPLS backbones. We provide an evaluation of several scenarios for combining QoS IP networks with MIS access network. We conclude with a study on interoperability between QoS patterns in access and backbone networks

The Effect of the Multi-Objective Dynamic Metric on the QoS and the Energy in Networks Manets

The first aim of this article is to find a Intelligent parameter which is based on mobility and Clustering. This metric  will be integrate in the selection process of MPRs to improve QoS in Manets networks. The unpredictable mobility and the large quantity of generated traffic by each node interface make communication in network increasingly difficult to manage. Thus, routing protocols need to be adapted to such conditions. In order to make OLSR protocol more robust, piercing and more adaptable to the conditions dictated by the environment of each node, this work proposes a polymorphic metric that changes depending on the network behavior. This metric aims to make the OLSR protocol best suited to each zone. The second objective of this article is to know the behavior of the new OLSR protocol version (SPEED OLSR) in environments with high mobility (pause time = 0).To know the effectivity of the speed of the parameters have several criteria. Many simulations would be undergone by NS2 to test and prove the validity of this new metric in environments with high mobility and quantity of traffic</p