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Emami, Negar; Di Maio, Antonio; Braun, Torsten (19 June 2023). FedForce: Network-adaptive Federated Learning for Reinforced Mobility Prediction (Submitted). In: International conference on distributed computing in smart systems and the internet of things (DCOSS-IoT 2023). Coral Bay, Pafos, Cyprus. June 19-21, 2023.
Ajayi, Jesutofunmi; Di Maio, Antonio; Braun, Torsten; Xenakis, Dimitrios (17 March 2023). An Online Multi-dimensional Knapsack Approach for Slice Admission Control. In: 2023 IEEE 20th Consumer Communications & Networking Conference (CCNC). IEEE Xplore: IEEE 10.1109/CCNC51644.2023.10060460
Emami, Negar; Di Maio, Antonio; Braun, Torsten (10 October 2022). INTRAFORCE: Intra-Cluster Reinforced Social Transformer for Trajectory Prediction (In Press). In: The 18th International Conference on Wireless and Mobile Computing, Networking and Communications. IEEE Xplore: IEEE
Samikwa, Eric; Di Maio, Antonio; Braun, Torsten (2022). ARES: Adaptive Resource-Aware Split Learning for Internet of Things. Computer Networks, 218, p. 109380. Elsevier 10.1016/j.comnet.2022.109380
Medeiros, Alisson; Di Maio, Antonio; Braun, Torsten; Neto, Augusto (1 August 2022). Service Chaining Graph: Latency- and Energy-aware Mobile VR Deployment over MEC Infrastructures (In Press). In: IEEE Global Communications Conference. IEEE Xplore: IEEE
Emami, Negar; Pacheco, Lucas; Di Maio, Antonio; Braun, Torsten (9 June 2022). RC-TL: Reinforcement Convolutional Transfer Learning for Large-scale Trajectory Prediction. In: IEEE/IFIP Network Operations and Management Symposium (NOMS) (pp. 1-9). IEEE 10.1109/NOMS54207.2022.9789883
Samikwa, Eric; Di Maio, Antonio; Braun, Torsten (11 January 2022). Adaptive Early Exit of Computation for Energy-Efficient and Low-Latency Machine Learning over IoT Networks. IEEE Xplore, pp. 200-206. IEEE 10.1109/CCNC49033.2022.9700550
Zhao, Zhongliang; Pacheco, Lucas; Santos, Hugo; Liu, Minghui; Di Maio, Antonio; Rosário, Denis; Cerqueira, Eduardo; Braun, Torsten; Cao, Xianbin (2021). Predictive UAV Base Station Deployment and Service Offloading with Distributed Edge Learning. IEEE Transactions on Network and Service Management, 18(4), pp. 3955-3972. IEEE 10.1109/TNSM.2021.3123216
Medeiros, Alisson; Braun, Torsten; Di Maio, Antonio; Neto, Augusto (2021). REACT: A Solidarity-based Elastic Service Resource Reallocation Strategy for Multi-access Edge Computing. Physical communications, 47, p. 101380. Elsevier 10.1016/j.phycom.2021.101380
