S02: SYMPOSIUM ON AI/ML-DRIVEN COMMUNICATIONS IN FUTURE NETWORKS
Date and Time
S02a: Wednesday, 15 NOVEMBER 2023 // 14:00-15:30 // EASTERN STANDARD TIME (EST)
Session Chair
Thomas Sandholm, CableLabs, USA
Accepted Papers
"Evaluation of HetNet Offloading with a GAN-driven Wireless Testbed", Thomas Sandholm, Irene Macaluso and Sayandev Mukherjee (CableLabs, USA)
"QoS for Heterogeneous IoT Networks in Remote Mountainous Environments", Sangeeth Kum (Amrita University, India)
"Federated Learning for Cost Optimized Offloading in Edge-enabled Industrial Internet of Things", Abhishek Hazra (NUS Singapore, Singapore); Bhabesh Mali (Central Institute of Technology Kokrajhar, India); Alakesh Kalita and Mohan Gurusamy (National University of Singapore, Singapore)
"VNF Placement based on Resource Usage Prediction using Federated Deep Learning Techniques", Rahul Mastram Verma, Krishna M. Sivalingam and Omkar Chavan (Indian Institute of Technology Madras, India)
"Private and Secure Machine Learning in Wireless Mobile Communication", Sogo Pierre Sanon (DFKI, Germany); Josephine Naa Ayeley Tetteh (Frankfurt Institute for Advanced Studies, Germany); Hans D. Schotten (University of Kaiserslautern, Germany)
Date and Time
S02b: Monday, 13 NOVEMBER 2023 // 16:00-17:30 // EASTERN STANDARD TIME (EST)
Session Chair
Hamid Sadjadpour, University of California, Santa Cruz, USA
Accepted Papers
"Intelligent Resource Allocation for UAV-Based Cognitive NOMA Networks: An Active Inference Approach", Felix Obite (University of Genova, Italy); Ali Krayani (University of Genova, Italy & Queen Mary University of London, UK); Atm Shafiul Alam (Queen Mary University of London, UK); Lucio Marcenaro (Università degli Studi di Genova, Italy); A Nallanathan (QMUL, UK); Carlo S Regazzoni (University of Genoa, Italy)
"ML-Based Strategies to Optimize O-RAN VNFs for Latency and Reliability", Ibrahim Tamim (Humber College, Canada); Abdallah Shami (Western University, Canada); Lyndon Y Ong (Ciena corporation, USA)
"Wireless Quality of Service Modeling: Using Crowdsourced Data and Local Environment Features", Lydia Odilinye (Innovation, Science and Economic Development Canada, Canada); Alexis Bose (Innovation Science and Economic Development Canada, Canada)
"Unsupervised Blind SNR Region Estimation Using Prototype-Based Multi-Stage Deep Neural Network", Charles Montes and Todd M Morehouse, Jr. (University of Massachusetts, Dartmouth, USA); Ruolin Zhou (University of Massachusetts Dartmouth, USA)
"An ML-assisted OTFS vs. OFDM adaptable modem", Fnu I. Zakir Ahmed (University of California Santa Cruz, USA); Hamid Sadjadpour (University of California, Santa Cruz, USA)
"A No Code Approach to Infrastructure Provisioning in Support of Science", Ciprian Popoviciu (East Carolina University, USA); Jerome Sobieski and Bijan Jabbari (George Mason University, USA); Colby Sawyer (East Carolina University, USA); Liang Zhang (George Mason University, USA)