Jinming Yang
Research title: Energy Efficient NFV Orchestration using Machine Learning
Research Summary
My research interests are Edge Computing; Model optimization; Network attack detection; Machine Learning
Current research
- Vehicle network optimization: Integrating Mobile Edge Computing (MEC) models and Machine Learning
- Network Cybersecurity: MEC platform design for network attacks defense
Publications
2025
Liu, Yaoze, Tian, Zhen, Yang, Jinming and Lin, Zhihao 
ORCID: https://orcid.org/0009-0005-8152-3886
(2025)
Data-Driven Evolutionary Game-Based Model Predictive Control for Hybrid Renewable Energy Dispatch in Autonomous Ships.
In: 4th International Conference on New Energy System and Power Engineering (NESP 2025), Fuzhou, China, 25-27 April 2025,
pp. 482-490.
ISBN 9798331522872
(doi: 10.1109/NESP65198.2025.11041353)
Yang, Jinming, Shah, Awais Aziz ORCID: https://orcid.org/0000-0002-1656-739X and Pezaros, Dimitrios ORCID: https://orcid.org/0000-0003-0939-378X
(2025)
Priority-Aware Task Offloading in UAV-Assisted Satellite MEC Networks.
In: WS12: Workshop on AI-Driven Integration of Terrestrial and Non-Terrestrial Network, Montreal, Canada, 08-12 Jun 2025,
(Accepted for Publication)
Li, Qinghao, Zhen, Tian, Wang, Xiaodan, Yang, Jinming and Lin, Zhihao ORCID: https://orcid.org/0009-0005-8152-3886
(2025)
Adaptive Field Effect Planner for Safe Interactive Autonomous Driving on Curved Roads.
In: IEEE ICDCS 2025 45th IEEE International Conference on Distributed Computing Systems, Glasgow, Scotland UK, 20-23 July 2025,
(Accepted for Publication)
Li, Qinghao, Zhen, Tian, Wang, Xiaodan, Yang, Jinming and Lin, Zhihao ORCID: https://orcid.org/0009-0005-8152-3886
(2025)
Efficient and Safe Planner for Automated Driving on Ramps Considering Unsatisfication.
In: IEEE ICDCS 2025 45th IEEE International Conference on Distributed Computing Systems, Glasgow, Scotland UK, 20-23 July 2025,
(Accepted for Publication)
2023
Yang, Jinming, Shah, Awais Aziz ORCID: https://orcid.org/0000-0002-1656-739X and Pezaros, Dimitrios ORCID: https://orcid.org/0000-0003-0939-378X
(2023)
A survey of energy optimization approaches for computational task offloading and resource allocation in MEC networks.
Electronics, 12(17),
3548.
(doi: 10.3390/electronics12173548)
Articles
Yang, Jinming, Shah, Awais Aziz ORCID: https://orcid.org/0000-0002-1656-739X and Pezaros, Dimitrios ORCID: https://orcid.org/0000-0003-0939-378X
(2023)
A survey of energy optimization approaches for computational task offloading and resource allocation in MEC networks.
Electronics, 12(17),
3548.
(doi: 10.3390/electronics12173548)
Conference Proceedings
Liu, Yaoze, Tian, Zhen, Yang, Jinming and Lin, Zhihao ORCID: https://orcid.org/0009-0005-8152-3886
(2025)
Data-Driven Evolutionary Game-Based Model Predictive Control for Hybrid Renewable Energy Dispatch in Autonomous Ships.
In: 4th International Conference on New Energy System and Power Engineering (NESP 2025), Fuzhou, China, 25-27 April 2025,
pp. 482-490.
ISBN 9798331522872
(doi: 10.1109/NESP65198.2025.11041353)
Yang, Jinming, Shah, Awais Aziz ORCID: https://orcid.org/0000-0002-1656-739X and Pezaros, Dimitrios ORCID: https://orcid.org/0000-0003-0939-378X
(2025)
Priority-Aware Task Offloading in UAV-Assisted Satellite MEC Networks.
In: WS12: Workshop on AI-Driven Integration of Terrestrial and Non-Terrestrial Network, Montreal, Canada, 08-12 Jun 2025,
(Accepted for Publication)
Li, Qinghao, Zhen, Tian, Wang, Xiaodan, Yang, Jinming and Lin, Zhihao ORCID: https://orcid.org/0009-0005-8152-3886
(2025)
Adaptive Field Effect Planner for Safe Interactive Autonomous Driving on Curved Roads.
In: IEEE ICDCS 2025 45th IEEE International Conference on Distributed Computing Systems, Glasgow, Scotland UK, 20-23 July 2025,
(Accepted for Publication)
Li, Qinghao, Zhen, Tian, Wang, Xiaodan, Yang, Jinming and Lin, Zhihao ORCID: https://orcid.org/0009-0005-8152-3886
(2025)
Efficient and Safe Planner for Automated Driving on Ramps Considering Unsatisfication.
In: IEEE ICDCS 2025 45th IEEE International Conference on Distributed Computing Systems, Glasgow, Scotland UK, 20-23 July 2025,
(Accepted for Publication)