This repository maintains a set of EUA datasets which we collected from real-world data sources. The datasets are publicly released to facilitate research in Edge Computing. Feel free to contact us if you have any comments or questions. We would love to hear from you on ideas to improve the datasets.
All the data is in Australia region.
- edge-servers folder: contains datasets of edge server locations.
- users folder: contains datasets of user location.
Below is an example of edge servers with their coverages and end-users.
(The map was generated by Python and Google Maps API.)
Acknowledgements
- The Australian Communications and Media Authority for the radio base station dataset.
- IP-API for use to convert IP addresses to geographical locations.
Dataset Citation
If you have used the EUA repository, we would appreciate citations to the following paper:
- [Lai et al. 2018] Phu Lai, Qiang He, Mohamed Abdelrazek, Feifei Chen, John Hosking, John Grundy, and Yun Yang, Optimal Edge User Allocation in Edge Computing with Variable Sized Vector Bin Packing, 16th International Conference on Service-Oriented Computing (ICSOC2018), pp. 230-245, Hangzhou, China, 2018.
Publications
The below publications use our EUA repository:
- Qiang He, Guangming Cui, Xuyun Zhang, Feifei Chen, Shuiguang Deng, Hai Jin, Yun Yang, A Game-Theoretical Approach for User Allocation in Edge Computing Environment, IEEE Transactions on Parallel and Distributed Systems (TPDS, CORE/ERA A*), accepted in August 2019. PDF
- Phu Lai, Qiang He, Guangming Cui, Xiaoyu Xia, Mohamed Abdelrazek, Feifei Chen, John Hosking, John Grundy, and Yun Yang, Edge User Allocation with Dynamic Quality of Service, 17th International Conference on Service-Oriented Computing (ICSOC2019, CORE/ERA A), Toulouse, France, 2019. PDF
- Xiaoyu Xia, Feifei Chen, Qiang He, Guangming Cui, Phu Lai, Mohamed Abdelrazek, John Grundy, and Hai Jin, Graph-based Optimal Data Caching in Edge Computing, 17th International Conference on Service-Oriented Computing (ICSOC2019, CORE/ERA A), Toulouse, France, 2019. PDF
- Qinglan Peng, Yunni Xia, Zeng Feng, Jia Lee, Chunrong Wu, Xin Luo, Wanbo Zheng, Hui Liu, Yidan Qin, Peng Chen, Mobility-Aware and Migration-Enabled Online Edge User Allocation in Mobile Edge Computing, 26th IEEE International Conference on Web Services (ICWS2019, CORE/ERA A), Milan, Italy, 2019.
- Hailiang Zhao, Cheng Zhang, Wei Du, Qiang He and Shuiguang Deng, A Mobility-Aware Cross-edge Computation Offloading Framework for Partitionable Applications, 26th IEEE International Conference on Web Services (ICWS2019, CORE/ERA A), Milan, Italy, 2019. PDF
- Wei Du, Qiwang Lei, Qiang He, Wei Liu, Feifei Chen, Lei Pan, Tao Lei and Hailiang Zhao, Multiple Energy Harvesting Devices Enabled Joint Computation Offloading and Dynamic Resource Allocation for Mobile-Edge Computing Systems, 26th IEEE International Conference on Web Services (ICWS2019, CORE/ERA A), Milan, Italy, 2019. PDF
- Ying Liu, Qiang He, Dequan Zheng and Bin Zhang, Data Caching Optimization in the Edge Computing Environment, 26th IEEE International Conference on Web Services (ICWS2019, CORE/ERA A), Milan, Italy, 2019. PDF
- Phu Lai, Qiang He, Mohamed Abdelrazek, Feifei Chen, John Hosking, John Grundy, and Yun Yang, Optimal Edge User Allocation in Edge Computing with Variable Sized Vector Bin Packing, 16th International Conference on Service-Oriented Computing (ICSOC2018, CORE/ERA A), pp. 230-245, Hangzhou, China, 2018. PDF