50 citations · 98 across the 21 of their papers we have counts for
5 papers · 1 filter
Cellular, Wide-Area, and Non-Terrestrial IoT: A Survey on 5G Advances and the Road Towards 6G
Mojtaba Vaezi, Amin Azari, Saeed R. Khosravirad +4
The next wave of wireless technologies is proliferating in connecting things among themselves as well as to humans. In the era of the Internet of things (IoT), billions of sensors,…
Cellular Traffic Prediction and Classification: a comparative evaluation of LSTM and ARIMA
Amin Azari, Panagiotis Papapetrou, Stojan Denic +1
Prediction of user traffic in cellular networks has attracted profound attention for improving resource utilization. In this paper, we study the problem of network traffic traffic…
User Traffic Prediction for Proactive Resource Management: Learning-Powered Approaches
Amin Azari, Panagiotis Papapetrou, Stojan Denic +1
Traffic prediction plays a vital role in efficient planning and usage of network resources in wireless networks. While traffic prediction in wired networks is an established field,…
Risk-Aware Resource Allocation for URLLC: Challenges and Strategies with Machine Learning
Amin Azari, Mustafa Ozger, Cicek Cavdar
Supporting ultra-reliable low-latency communications (URLLC) is a major challenge of 5G wireless networks. Stringent delay and reliability requirements need to be satisfied for bot…
Self-organized Low-power IoT Networks: A Distributed Learning Approach
Amin Azari, Cicek Cavdar
Enabling large-scale energy-efficient Internet-of-things (IoT) connectivity is an essential step towards realization of networked society. While legacy wide-area wireless systems a…