telecom_dataset
About Telecom Dataset
The dataset, provided by Shanghai Telecom, contains more than 7.2 million records of accessing the Interent through 3,233 base stations from 9,481 mobile phones for six months. For example, the following figure shows the distribution of base stations. Each node denotes a base station in Shanghai, China. This dataset could help researchers to evaluate their solution in mobile edge computing topic such as edge server placement, service migration, service recommendation, etc. 
Description of Telecom Dataset
As shown in the following table, the Telecom dataset shows 6 parameters such as Month, Data, Start Time, End Time, Base Station Location, Mobile Phone ID. The trajectory of users can be found by the dataset.
| ID | Parameter Name | Description |
|---|---|---|
| 1 | Month | The month when one record happens |
| 2 | Date | The date when one record happens |
| 3 | Start Time | The time when a record starts |
| 4 | End Time | The time when a record ends |
| 5 | Base Station Location | The longitude and latitude of the base station where the mobile phones access the Internet |
| 6 | User ID | Mobile phone |
The following figure shows when and where the user accessed the Internet by mobile phone.
Download Instructions
The telecom dataset is available free of charge for educational and non-commercial purposes. The Telecom data should be used in any scientific or educational study/research. Redistribution of this data to any other third party is not permited.In exchange, we kindly request that you make available to us the results of running the telecom dataset. You must cite the following papers when using this Telecom dataset.
Yuanzhe Li, Ao Zhou, Xiao Ma, Shangguang Wang, Profit-aware Edge Server Placement, IEEE Internet of Things Journal, 2022, vol. 9, no. 1, pp. 55-67 PDF Source code
Y. Guo, S. Wang, A. Zhou, J. Xu, J. Yuan, C. Hsu, User Allocation‐aware Edge Cloud Placement in Mobile Edge Computing, Software: Practice and Experience, vol. 50, no. 5, pp. 489-502, 2020. PDF Source code
S. Wang, Y. Guo, N. Zhang, P. Yang, A. Zhou, X. Shen, Delay-aware Microservice Coordination in Mobile Edge Computing: A Reinforcement Learning Approach, IEEE Transactions on Mobile Computing, vol. 20, no. 3, pp. 939-953, 2021. PDF
Download for 15 days Dataset Download for 6 months Dataset by 百度云盘(提取码：r7he) or Download for 6 months Dataset by Google Drive
Contact Us
Your comments and suggestions are welcome. Please send your comments by email: sgwangATbuptDOTeduDOTcn. We will publish more detailed Telecom dataset from China 20+ Provinces later. The data attribute includes Phone Nunber，Location Area Code，CI，APN，IMEI，SGSN IP，GGSN IP，Start Time，End Time，Duration，Uplink Traffic, Downlink Traffic, RATType, Source IP, Source Port, Destination IP, Destination Port, Status Code, URL, User Agent, Content-Type, Date.