Browsing by Author "Bahnes, Nacera"

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    Intrusion detection systems using data mining techniques : a comparative study
    (IEEE, 2021) Haddadi, Mohamed; Khiat, Abdelhamid; Bahnes, Nacera
    Data mining tools are widely used in computer networks. The well-known and mostly used tools to secure computers and network systems are WEKA and TANAGRA. The purpose of this study is to compare these two tools in terms of detection accuracy and computation time. This comparison was conducted using a well-known NSL-KDD dataset. Experiments show that TANAGRA achieves better results than WEKA in detection accuracy. But, TANAGRA is competitive with WEKA in terms of computation time
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    Well-known Open-Source cloud computing platforms
    (IEEE, 2021) Haddadi, Mohamed; Bahnes, Nacera
    Cloud computing is an adaptive model that provides resources to end-users. This model moves many organizations to develop open-source cloud computing solutions. This article surveys popular open-source cloud computing platforms such as Eucalyptus, OpenNebula, Nimbus, Xen Cloud, and AbiCloud. These well-known cloud platforms can help researchers to choose the appropriate platform for their environments. For more illustration, a comparative study is given according to their architecture