Seismic waveform inversion capability on resource-constrained edge devices D Manu, PM Tshakwanda, Y Lin, W Jiang, L Yang Journal of Imaging 8 (12), 312, 2022 | 6 | 2022 |
Multi-agent-based simulation of intelligent network system PM Tshakwanda, ST Arzo, M Devetsikiotis 2023 IEEE 13th Annual Computing and Communication Workshop and Conference …, 2023 | 4 | 2023 |
Enhancing the Efficacy of Intelligent Agents in Resource-Limited Settings for Advanced 6GNetworks: A Holistic SE-DO Framework P Tshakwanda Authorea Preprints, 2023 | 1 | 2023 |
Intelligent qos agent design for qos monitoring and provisioning in 6g network ST Arzo, PM Tshakwanda, YM Worku, H Kumar, M Devetsikiotis ICC 2023-IEEE International Conference on Communications, 2364-2369, 2023 | 1 | 2023 |
Enhancing COVID-19 Detection: An Xception-Based Model with Advanced Transfer Learning from X-ray Thorax Images RE Mandiya, HM Kongo, SK Kasereka, K Kyandoghere, PM Tshakwanda, ... Journal of Imaging 10 (3), 63, 2024 | | 2024 |
SE-DO: Navigating the 6G Frontier with Scalable and Efficient DevOps for Intelligent Agents Optimization PM Tshakwanda, H Kumar, ST Arzo, M Devetsikiotis 2024 IEEE 14th Annual Computing and Communication Workshop and Conference …, 2024 | | 2024 |
SE-DO: Navigating the 6G Frontier with Scalable and Efficient DevOps for Intelligent Agents Optimization M Tshakwanda, Petro M and Kumar, Harsh and Arzo, Sisay T and Devetsikiotis 2024 IEEE 14th Annual Computing and Communication Workshop and Conference (CCWC), 2023 | | 2023 |
Enabling Intelligent Network Management through Multi-Agent Systems: An Implementation of Autonomous Network System PM Tshakwanda https://digitalrepository.unm.edu/ece_etds/630, 2023 | | 2023 |
Intelligent Agent support for Topology Learning in microservices-based SDN Controller MD Domenico Scotece, Petro Mushidi Tshakwanda, Sisay Tadesse Arzo, Riccardo ... | | 2023 |
Advancing 6G Network Performance: AI/ML Framework for Proactive Management and Dynamic Optimal Routing MD Petro Mushidi Tshakwanda, Sisay Tadesse Arzo IEEE, Open Journal of Computer Society, 2023 | | 2023 |
Unveiling the Future: A Comparative Analysis of LSTM and SP-LSTM for Network Traffic Prediction in 6G Networks MD Petro M. Tshakwanda, Harsh Kumar | | 2023 |