Curriculum Vitae
Jiajing Zhang is a Ph.D. student in Deutsche Telekom Chair of Communication Networks at TU Dresden.
She received her bachelor degree in Communication Engineering at North China Electric Power University (Beijing). After finishing her bachelor, she started to pursue her master degree in Nanoelectronic Systems at Dresden University of Technology. During her study she has worked as intern and student helper in the field of Vehicular Communication and eventually wrote her master thesis with the topic of Distributed Smart Grid Learning and Automation. She becomes a member of CeTI since 2019 and mainly locates herself in K2 room. Her current topic is to optimize the dynamic resource allocation in intelligent multi-domain network.
Projects/Cooperation within CeTI you are involved in:
1) Internet of Skills research with U3.
2) Personal collaborative research with Andreas Traßl， TP3, which is to apply Machine Learning into wireless channel outage prediction
What are the main topics or questions that drive your research?
My research focuses on how 6G networks can natively support human-in-the-loop applications with ultra-low latency, reliability, and intelligence. I work on 3D and non-terrestrial networks, edge and in-network computing, and intelligent resource management, aiming to tightly couple networking and computation around human interaction requirements.
What inspired you to pursue your current field of work?
My research focuses on how 6G networks can natively support human-in-the-loop applications with ultra-low latency, reliability, and intelligence. I work on 3D and non-terrestrial networks, edge and in-network computing, and intelligent resource management, aiming to tightly couple networking and computation around human interaction requirements.
What excites you most about being part of CeTI?
Being part of Centre for Tactile Internet with Human-in-the-Loop excites me because of its human-centered and interdisciplinary approach. CeTI enables me to frame technical research as a direct enabler of tactile, immersive, and trustworthy interaction with humans in the loop.
Which challenge or question has recently sparked your curiosity?
I am particularly interested in how intelligence should be distributed across devices, edge, and the network to meet strict human-in-the-loop constraints. Questions around latency, trustworthiness, and robustness of AI-driven decisions are becoming increasingly important in this context.
How do you like to recharge or spend your time outside of work?
I enjoy doming sports, playing some instruments, and of course a lot of sleep and delicious food, which help me reset mentally and often lead to new perspectives on research problems.
Publications
| 11. | Experimental proof of the energy advantage of in-network intelligence (Proceedings Article) In: Proceedings of the International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME), 2022. |
| 12. | You only hear once: Lightweight in-network ai design for multi-object anomaly detection (Proceedings Article) In: Proceedings of the IEEE Mediterranean Electrotechnical Conference (MELECON), 2022. |
| 13. | Evaluation of an intelligent task scheduling algorithm for 6G 3D networking (Proceedings Article) In: Proceedings of the IEEE Mediterranean Electrotechnical Conference (MELECON), 2022. |
| 14. | Deep learning-based energy optimization for electric vehicles integrated smart micro grid (Proceedings Article) In: Proceedings of the IEEE International Conference on Communications (ICC); Green Communication Systems and Networks Symposium (GCSN Symposium), 2022. |
| 15. | Tactile electronics meets softwarised networks (Proceedings Article) In: Proceedings of the IEEE Consumer Communications & Networking Conference (CCNC), 2022. |
| 16. | Intelligent networks (Book Chapter) In: Fitzek, Frank H. P.; Li, Shu-Chen; Speidel, Stefanie; Strufe, Thorsten; Şimşek, Meryem; Reisslein, Martin (Ed.): Tactile Internet with Human-in-the-Loop, Chapter 6, pp. 135–154, Academic Press, 2021. |
| 17. | Communications and control (Book Chapter) In: Fitzek, Frank H. P.; Li, Shu-Chen; Speidel, Stefanie; Strufe, Thorsten; Şimşek, Meryem; Reisslein, Martin (Ed.): Tactile Internet with Human-in-the-Loop, Chapter 11, pp. 255–281, Academic Press, 2021. |
| 18. | Adaptive extraction-based independent component analysis for time-sensitive applications (Proceedings Article) In: Proceedings of the IEEE Global Communications Conference (Globecom), 2020. |
| 19. | Design of an on-demand agile 5G multi-access edge computing platform using aerial vehicles (Journal Article) In: IEEE Communications Standards Magazine, vol. 4, no. 4, pp. 31–44, 2020. |
| 20. | Component-dependent independent component analysis for time-sensitive applications (Proceedings Article) In: Proceedings of the IEEE International Conference on Communications (ICC), 2020. |
