DDC - Distributed Dynamic Continuum

Institutions

  • TU Berlin

Team @ TKN

Funding

  • VMware, Palo Alto, CA

Project Time

  • 06/2021 - 12/2027

Description

To investigate the conceptual and technological foundations of next generation virtualized edge computing - towards the distributed dynamic continuum.

Selected Publications

2026

Book Chapters

  1. Ziqi Zhou, Agon Memedi, Chunghan Lee, Seyhan Ucar, Onur Altintas and Falko Dressler, "Vehicular Micro Clouds for Distributed Computing in the Edge-Cloud-Continuum," in Cloud-Network Convergence, Jie Wu, Jiansong Zhang and Shen Gao (Eds.), Springer, 2026. (to appear) [BibTeX, More details]

Journals and Magazines

  1. Youming Tao, Zuyuan Zhang, Di Wang, Dongxiao Yu, Xiuzhen Cheng and Falko Dressler, "Byzantine-Resilient Federated Learning under Heterogeneity and Heavy Tails," IEEE Transactions on Networking, April 2026. (online first) [DOI, BibTeX, More details]

2025

Conferences and Workshops

  1. Youming Tao, Zuyuan Zhang, Dongxiao Yu, Xiuzhen Cheng, Falko Dressler and Di Wang, "Second-Order Convergence in Private Stochastic Non-Convex Optimization," Proceedings of 39th Conference on Neural Information Processing Systems (NeurIPS 2025), San Diego, CA, December 2025. [BibTeX, More details]
  2. Youming Tao, Shuzhen Chen, Kai Li, Dongxiao Yu, Xiuzhen Cheng and Falko Dressler, "Differentially Private Matroid Bandits for Online Network Topology Optimization," Proceedings of 31st ACM International Conference on Mobile Computing and Networking (MobiCom 2025), 20th ACM Workshop on Mobility in the Evolving Internet Architecture (MobiArch 2025), Hong Kong, China, November 2025, pp. 19–24. [DOI, BibTeX, More details]

2022

Conferences and Workshops

  1. Max Schettler, Gurjashan Singh Pannu, Seyhan Ucar, Takamasa Higuchi, Onur Altintas and Falko Dressler, "Learning-based Dwell Time Prediction for Vehicular Micro Clouds," Proceedings of 18th IEEE International Conference on Mobility, Sensing and Networking (MSN 2022), Guangzhou, China, December 2022, pp. 542–549. [DOI, BibTeX, PDF, More details]