Search Results - "Bellafkih, Mostafa"

Leveraging resource management for efficient performance of Apache Spark by Aziz, Khadija, Zaidouni, Dounia, Bellafkih, Mostafa

“…Apache Spark is one of the most widely used open source processing framework for big data, it allows to process large datasets in parallel using a large number…”
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Forecasting of the epidemiological situation: Case of COVID-19 in Morocco by Chouit, El Mehdi, RACHDI, Mohamed, BELLAFKIH, Mostafa, RAOUYANE, Brahim

“…Since the coronavirus pandemic started, many people have died due to the disease. The epidemic has been challenging to predict, as it progresses and spreads…”
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eTOM to NFV mapping for flexible mobile service chaining in 5G networks: IMS use case by Seraoui, Youssef, Raouyane, Brahim, Belmekki, Mostafa, Bellafkih, Mostafa

“…Mobile network operators (MNOs) continually look to improve their business and become more agile and competitive within the quickly developing…”
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Toward E-Content Adaptation: Units’ Sequence and Adapted Ant Colony Algorithm by Benabdellah, Naoual Chaouni, Gharbi, Mourad, Bellafkih, Mostafa

“…An adapted ant colony algorithm is proposed to adapt e-content to learner's profile. The pertinence of proposed units keeps learners motivated. A model of…”
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Forecasting diurnal Heating Energy Consumption of HVAC system using ANN, RNN, ARNN by Khaoula, Elhabyb, Amine, Baina, Mostafa, Bellafkih

“…Improving the heating, ventilation, and air conditioning (HVAC) system to minimize heating and ventilation consumption in large networks of controlled…”
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Enhancing cloud security: harnessing bayesian game theory for a dynamic defense mechanism by Kandoussi, El Mehdi, Houmairi, Adam, El Mir, Iman, Bellafkih, Mostafa

“…Security challenges in complex information technologies continue to grow and diversify. To improve network security, many researchers have explored the game…”
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Novel QoE monitoring and management architecture with eTOM for SDN-based 5G networks: SLA verification scenario by Khairi, Sara, Raouyane, Brahim, Bellafkih, Mostafa

“…The 5th Generation (5G) network design is still under exploration and will require an innovative approach to network monitoring and management with a…”
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Machine Learning Algorithms for Predicting Energy Consumption in Educational Buildings by Elhabyb, Khaoula, Baina, Amine, Bellafkih, Mostafa, Deifalla, Ahmed Farouk

“…In the past few years, there has been a notable interest in the application of machine learning methods to enhance energy efficiency in the smart building…”
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Fuzzy logic based clustering algorithm for management in critical infrastructure by Kasmi, Ouafae, Baina, Amine, Bellafkih, Mostafa

“…Infrastructure interdependency is a bidirectional interconnection between entities of two infrastructures. These Critical Infrastructures (CIs) suffer from…”
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Novel QoE monitoring and management architecture with eTOM for SDN-based 5G networks by Khairi, Sara, Raouyane, Brahim, Bellafkih, Mostafa

“…The 5th Generation (5G) network design is still under exploration and will require an innovative approach to network monitoring and management with a…”
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DoS Attack Detection with NIDS in Docker Environment by Ghabri, Nadia El, Belmekki, Elmostafa, Bellafkih, Mostafa

“…In recent years, Docker containers have become very popular due to their interesting properties that lie in isolation, portability, and scalability. Like any…”
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Availability of Web Services based on Autonomous Classification and Negotiation of SLAs by BAKRAOUY, Zineb, BAINA, Amine, BELLAFKIH, Mostafa

“…Establishing and ensuring the QoS (quality of service) of a component like a Web service is a critical issue, this must allow establishing a trust relationship…”
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Advanced Techniques for Security Incident Analysis by Bouhali, Wiame, Belmekki, Elmostafa, Bellafkih, Mostafa

“…Digital transformation exposes companies to nu-merous security threats, including security incidents. Therefore, safeguarding sensitive data, preventing…”
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The Big Data and Machine Learning in Managing Global Health Crises : The Case of the Covid-19 Pandemic by Essaidi, Abdessamad, Bellafkih, Mostafa, Kandoussi, El Mehdi

“…The Covid-19 pandemic has highlighted the critical importance of Big Data analytics and Machine Learning in effectively managing global health crises. In this…”
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Proposed Sentiment Analysis of COVID-19 Tweets using Machine Learning Algorithm by Essaidi, Abdessamad, Bellafkih, Mostafa, Kandoussi, El Mehdi

“…Social media coverage of COVID-19 has facilitated the analysis of pandemic sentiment through the application of various Machine Learning Algorithms. Twitter is…”
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Sentiment Analysis of Tweets on Social Issues Using Machine Learning Approach by Bellar, Oumaima, Baina, Amine, Bellafkih, Mostafa

“…Since the arrival of Web 2.0, there has been a growing interest in knowing the opinions of Internet users who express themselves spontaneously and in real…”
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Machine Learning and the Internet Of Things for Smart Buildings: A state of the art survey by Khaoula, Elhabyb, Amine, Baina, Mostafa, Bellafkih

“…As we are living in the era of the internet of things and machine learning technologies, it becomes a necessity to make our buildings smarter. A smart building…”
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New method to measure the influence of Twitter users by Essaidi, Abdessamad, Zaidouni, Dounia, Bellafkih, Mostafa

“…Influence is one of the most studied concepts in social network analysis. Through influence marketing on social networks, we can measure influence by…”
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Crops Classification Using Machine Learning And Google Earth Engine by Achahboun, Chakir, Chikhaoui, Mohamed, Naimi, Mustapha, Bellafkih, Mostafa

“…The primary objective of this study was to address the critical challenge of obtaining accurate information regarding the spatial distribution and…”
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Bluetooth Low Energy (BLE) based geomarketing system by Zaim, Dalal, Bellafkih, Mostafa

“…With the huge advances in the field of wireless communication technologies and the availability of large volume of data on customers, it becomes imperative to…”
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