Blar i Institutt for informasjonsteknologi og kommunikasjon på forfatter "Shahraki, Amin"
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Deep Learning for Network Traffic Monitoring and Analysis (NTMA): A Survey
Abbasi, Mahmoud; Shahraki, Amin; Taherkordi, Amirhosein (Peer reviewed; Journal article, 2021)Modern communication systems and networks, e.g., Internet of Things (IoT) and cellular networks, generate a massive and heterogeneous amount of traffic data. In such networks, the traditional network management techniques ... -
From statistical- to machine learning-based network traffic prediction
Lohrasbinasab, Iraj; Shahraki, Amin; Taherkordi, Amirhosein; Delia Jurcut, Anca (Peer reviewed; Journal article, 2021)Nowadays, due to the exponential and continuous expansion of new paradigms such as Internet of Things (IoT), Internet of Vehicles (IoV) and 6G, the world is witnessing a tremendous and sharp increase of network traffic. ... -
A Survey and Future Directions on Clustering: From WSNs to IoT and Modern Networking Paradigms
Shahraki, Amin; Taherkordi, Amir; Haugen, Øystein; Eliassen, Frank (Peer reviewed; Journal article, 2021)Many Internet of Things (IoT) networks are created as an overlay over traditional ad-hoc networks such as Zigbee. Moreover, IoT networks can resemble ad-hoc networks over networks that support device-to-device (D2D) ... -
Synchronization Techniques in "Device to Device- and Vehicular to Vehicular-enabled" Cellular Networks: A survey
Abbasi, Mahmoud; Shahraki, Amin; Barzegar, Hamid R.; Pahl, Claus (Peer reviewed; Journal article, 2021)Device-to-Device (D2D) communication is introduced for cellular networks allowing User Equipments (UEs) to communicate directly in close physical proximity. In traditional cellular networks, time synchronization is performed ... -
TONTA: Trend-based Online Network Traffic Analysis in ad-hoc IoT networks
Shahraki, Amin; Taherkordi, Amir; Haugen, Øystein (Peer reviewed; Journal article, 2021)Internet of Things (IoT) refers to a system of interconnected heterogeneous smart devices communicatingwithout human intervention. A significant portion of existing IoT networks is under the umbrella of ad-hoc andquasi ...