• Clustering objectives in wireless sensor networks: A survey and research direction analysis 

      Shahraki, Amin; Taherkordi, Amirhosein; Haugen, Øystein; Eliassen, Frank (Peer reviewed; Journal article, 2020)
      Wireless Sensor Networks (WSNs) typically include thousands of resource-constrained sensors to monitor their surroundings, collect data, and transfer it to remote servers for further processing. Although WSNs are considered ...
    • 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. ...