Seismic Waveform Inversion Capability on Resource-Constrained Edge Devices. - Daniel Manu; Petro Mushidi Tshakwanda; Youzuo Lin; Weiwen Jiang; Lei Yang 018 (J. Imaging, 2022)

Multi-Agent-Based Simulation of Intelligent Network System. - Petro Mushidi Tshakwanda; Sisay T. Arzo; Michael Devetsikiotis (CCWC, 2023)

Intelligent QoS Agent Design for QoS Monitoring and Provisioning in 6G Network. - Sisay T. Arzo; Petro Mushidi Tshakwanda; Yonatan Melese Worku; Harsh Kumar; Michael Devetsikiotis (ICC, 2023)

SE-DO Framework. - Petro Mushidi Tshakwanda (IEEE DataPort, 2023)

Reinforcement Learning-Driven Adaptive Traffic Routing Role Delegation for Enhanced SDN Network Performance. - Harsh Kumar; Petro Mushidi Tshakwanda; Sisay T. Arzo; Michael Devetsikiotis; Fabrizio Granelli (AIIoT, 2024)

Blockchain-Enhanced Security for LEO Satellite Firmware Updates in Beyond-5G NTN Networks. - Yonatan Melese Worku; Petro Mushidi Tshakwanda; Henok B. Tsegaye; Christos Christodoulou; Michael Devetsikiotis; Claudio Sacchi (CAMAD, 2024)

SE-DO: Navigating the 6G Frontier with Scalable and Efficient DevOps for Intelligent Agents Optimization. - Petro Mushidi Tshakwanda; Harsh Kumar; Sisay T. Arzo; Michael Devetsikiotis (CCWC, 2024)

Intelligent Agent support for Topology Learning in microservices-based SDN Controller. - Domenico Scotece; Petro Mushidi Tshakwanda; Sisay Tadesse Arzo; Riccardo Cavallari; Luca Foschini 001; Michael Devetsikiotis (ICC, 2024)

Unveiling the Future: A Comparative Analysis of LSTM and SP-LSTM for Network Traffic Prediction in 6G Networks. - Petro Mushidi Tshakwanda; Harsh Kumar; Sisay T. Arzo; Michael Devetsikiotis (ICC, 2024)

LSTM-Based Resource Prediction for Disaggregated RAN in 5G Non-Terrestrial Networks. - Henok B. Tsegaye; Petro Mushidi Tshakwanda; Yonatan Melese Worku; Claudio Sacchi; Christos Christodoulou; Michael Devetsikiotis (VCC, 2024)

Advancing 6G Network Performance: AI/ML Framework for Proactive Management and Dynamic Optimal Routing. - Petro Mushidi Tshakwanda; Sisay Tadesse Arzo; Michael Devetsikiotis (IEEE Open J. Comput. Soc., 2024)

Enhancing COVID-19 Detection: An Xception-Based Model with Advanced Transfer Learning from X-ray Thorax Images. - Reagan E. Mandiya; Hervé M. Kongo; Selain K. Kasereka; Kyandoghere Kyamakya; Petro Mushidi Tshakwanda; Nathanaël M. Kasoro (J. Imaging, 2024)

Fortifying Multi-Agent Architectures in Smart Manufacturing: Leveraging Federated Learning and Blockchain for Security and Resilience. - Petro Mushidi Tshakwanda; Henok B. Tsegaye; Raddad Almaayn; Michael Devetsikiotis (CCNC, 2025)

A Cloud-Edge Microservices Architecture for Smart Healthcare: SDN-Based Medical Asset Management. - Henok B. Tsegaye; Petro Mushidi Tshakwanda; Michael Devetsikiotis; Petros Spachos (MeMeA, 2025)