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Predictive Closed-Loop Service Automation in O-RAN based Network Slicing



Joseph Thaliath , Solmaz Niknam , Sukhdeep Singh , Rahul Banerji , Navrati Saxena , Harpreet S. Dhillon , Jeffrey H. Reed , Ali Kashif Bashir , Avinash Bhat , Abhishek Roy

* 7 pages, 3 figures, 1 table 

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Intelligent O-RAN for Beyond 5G and 6G Wireless Networks



Solmaz Niknam , Abhishek Roy , Harpreet S. Dhillon , Sukhdeep Singh , Rahul Banerji , Jeffery H. Reed , Navrati Saxena , Seungil Yoon


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Reinforcement Learning for Mitigating Intermittent Interference in Terahertz Communication Networks



Reza Barazideh , Omid Semiari , Solmaz Niknam , Balasubramaniam Natarajan

* 2020 IEEE International Conference on Communications (ICC) 

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Federated Learning for Wireless Communications: Motivation, Opportunities and Challenges



Solmaz Niknam , Harpreet S. Dhillon , Jeffery H. Reed


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