Sökning: "Sami Mejdi"

Hittade 2 uppsatser innehållade orden Sami Mejdi.

  1. 1. Encoder-Decoder Networks for Cloud Resource Consumption Forecasting

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Sami Mejdi; [2020]
    Nyckelord :Telecommunications; Cloud; Time Series; Forecasting; Encoder-Decoder; Deep Learning; Machine Learning; Telekommunikation; Moln; Tidsserie; Prognoser; Encoder-Decoder; Djupinlärning; Maskininlärning;

    Sammanfattning : Excessive resource allocation in telecommunications networks can be prevented by forecasting the resource demand when dimensioning the networks and then allocating the necessary resources accordingly, which is an ongoing effort to achieve a more sustainable development. In this work, traffic data from cloud environments that host deployed virtualized network functions (VNFs) of an IP Multimedia Subsystem (IMS) has been collected along with the computational resource consumption of the VNFs. LÄS MER

  3. 2. Applying Parameter Priority for User Recommendations Concerning Movies and Documentaries : User Behavior Prediction

    Kandidat-uppsats, KTH/Skolan för datavetenskap och kommunikation (CSC)

    Författare :Sami Mejdi; Camjar Djoweini; [2016]
    Nyckelord :;

    Sammanfattning : An area where algorithms are used in order to optimize prediction of what users prefer in di↵erent market areas. By modifying algorithms that has already been made, one can improve the accuracy of the predictions made. LÄS MER