[
{
"path": "LICENSE",
"content": "MIT License\n\nCopyright (c) 2018 Swin Edge\n\nPermission is hereby granted, free of charge, to any person obtaining a copy\nof this software and associated documentation files (the \"Software\"), to deal\nin the Software without restriction, including without limitation the rights\nto use, copy, modify, merge, publish, distribute, sublicense, and/or sell\ncopies of the Software, and to permit persons to whom the Software is\nfurnished to do so, subject to the following conditions:\n\nThe above copyright notice and this permission notice shall be included in all\ncopies or substantial portions of the Software.\n\nTHE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\nIMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\nFITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\nAUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\nLIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\nOUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE\nSOFTWARE.\n"
},
{
"path": "README.md",
"content": "# EUA Datasets\n\nThis repository maintains a set of EUA datasets which we collected from real-world data sources. The datasets are publicly released \nto facilitate research in Edge Computing. Feel free to contact us if you have any comments or questions. \nWe would love to hear from you on ideas to improve the datasets.\n\nAll the data is in Australia region.\n\n- _edge-servers_ folder: contains datasets of edge server locations.\n- _users_ folder: contains datasets of user location.\n\nBelow is an example of edge servers with their coverages and end-users.\n![](\"doc/assets/melbcbd-users-servers.png\")
\n\n_(The map was generated by Python and Google Maps API.)_\n\n**Acknowledgements**\n- [The Australian Communications and Media Authority](https://www.acma.gov.au/Industry/Spectrum/Radiocomms-licensing/Register-of-radiocommunications-licences/radiocomms-licence-data) for the radio base station dataset.\n- [IP-API](http://ip-api.com/) for use to convert IP addresses to geographical locations.\n\n**Dataset Citation**\n\nIf you have used the EUA repository, we would appreciate citations to either of the following papers:\n\n- 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.\n- Qiang He, Guangming Cui, Xuyun Zhang, Feifei Chen, Shuiguang Deng, Hai Jin, Yanhui Li and Yun Yang, A Game-Theoretical Approach for User Allocation in Edge Computing Environment, IEEE Transactions on Parallel and Distributed Systems (TPDS), Vol. 31(3), pp. 515-529, 2020.\n\n**Publications**\n\nThe below publications use our EUA repository:\n1. Guangming Cui, Qiang He, Xiaoyu Xia, Feifei Chen, Fang Dong, Hai Jin, Yun Yang, OL-EUA: Online User Allocation for NOMA-based Mobile Edge Computing, IEEE Transactions on Mobile Computing (TMC, CORE A*, CCF A), 2021. DOI: 10.1109/TMC.2021.3112941 \n\n2. Guangming Cui, Qiang He, Feifei Chen, Hai Jin, Yang Xiang, Yun Yang, Location Privacy Protection via Delocalization in 5G Mobile Edge Computing Environment, IEEE Transactions on Services Computing (TSC, CORE A*, CCF B), 2021. DOI: 10.1109/TSC.2021.3112659 \n\n3. Guangming Cui, Qiang He*, Xiaoyu Xia, Feifei Chen, Tao Gu, Hai Jin and Yun Yang, Demand Response in NOMA-based Mobile Edge Computing: A Two-phase Game-theoretical Approach, IEEE Transactions on Mobile Computing (TMC, CORE A*, CCF A), 2021. DOI: 10.1109/TMC.2021.3108581 \n\n4. Xiaoyu Xia, Feifei Chen, Qiang He*, Guangming Cui, John Grundy, Mohamed Abdelrazek, Athman Bouguettaya, Hai Jin, OL-MEDC: An Online Approach for Cost-effective Data Caching in Mobile Edge Computing Systems, IEEE Transactions on Mobile Computing (TMC, CORE A*, CCF A), 2021. DOI: 10.1109/TMC.2021.3107918 \n\n5. Xiaoyu Xia, Feifei Chen, Qiang He*, Guangming Cui, John Grundy, Mohamed, Abdelrazek, Xiaolong Xu, Hai Jin, Data, User and Power Allocations for Caching in Multi-Access Edge Computing, IEEE Transactions on Parallel and Distributed Systems (TPDS, CORE A*, CCF A), 2021. DOI: 10.1109/TPDS.2021.3104241 \n\n6. Xiaoyu Xia, Feifei Chen, Qiang He, John Grundy, Mohamed Abdelrazek, Hai Jin, Online Collaborative Data Caching in Edge Computing, IEEE Transactions on Parallel and Distributed Systems (TPDS, CORE A*, CCF A, 中科院1区, Q1), DOI: 10.1109/TPDS.2020.3016344, 2020. \n\n7. Bo Li, Qiang He*, Guangming Cui, Xiaoyu Xia, Feifei Chen, Hai Jin and Yun Yang, READ: Robustness-oriented Edge Application Deployment in Edge Computing Environment, IEEE Transactions on Services Computing (TSC, CORE A*, CCF B, 中科院1区, Q1), DOI: 10.1109/TSC.2020.3015316, 2020. \n\n8. Xiaoyu Xia, Feifei Chen, Qiang He*, John Grundy, Mohamed Abdelrazek, Hai Jin, Cost-Effective App Data Distribution in Edge Computing, IEEE Transactions on Parallel and Distributed Systems (TPDS, CORE A*, CCF A, 中科院1区, Q1), Vol. 32(1), pp. 31-44, DOI: 10.1109/TPDS.2020.3010521, 2020. \n\n9. Xiaoyu Xia, Feifei Chen, Qiang He*, Guangming Cui, Phu Lai, Mohamed Abdelrazek, John Grundy, Hai Jin, Graph-based Data Caching Optimization for Edge Computing, Future Generation Computer Systems (FGCS, CORE A, CCF C, 中科院2区, Q1), Vol. 133, pp. 228-239, 2020. DOI: 10.1016/j.future.2020.07.016 \n\n10. Guangming Cui, Qiang He*, Feifei Chen, Hai Jin, Yun Yang, Trading off between User Coverage and Network Robustness for Edge Server Placement, IEEE Transactions on Cloud Computing (TCC, 中科院1区, Q1), DOI: 10.1109/TCC.2020.3008440, 2020. \n\n11. Phu Lai, Qiang He*, John Grundy, Feifei Chen, Mohamed Abdelrazek, John Hosking, Yun Yang, Cost-Effective App User Allocation in an Edge Computing Environment, IEEE Transactions on Cloud Computing (TCC, 中科院1区, Q1), DOI: 10.1109/TCC.2020.3001570, 2020. \n\n12. Phu Lai, Qiang He*, Guangming Cui, Xiaoyu Xia, Mohamed Abdelrazek, Feifei Chen, John Hosking, John Grundy, Yun Yang, QoE-aware User Allocation in Edge Computing Systems with Dynamic QoS, Future Generation Computer Systems (FGCS, CORE A, CCF C, 中科院2区, Q1), Vol 112, pp. 684-694, 2020. DOI: 10.1016/j.future.2020.06.029 \n\n13. Guangming Cui, Qiang He*, Xiaoyu Xia, Phu Lai, Feifei Chen, Tao Gu, Yun Yang, Interference-aware SaaS User Allocation Game for Edge Computing, IEEE Transactions on Cloud Computing (TCC, 中科院1区, Q1), DOI: 10.1109/TCC.2020.3008440, 2020. \n\n14. Qinglan Peng, Yunni Xia, Yan Wang, Chunrong Wu, Jia Lee, A Decentralized Collaborative Approach to Online Edge User Allocation in Edge Computing Environments, 18th International Conference on Service-Oriented Computing (ICSOC2020, CORE A, CCF B), Dubai, UAE, 2020.\n\n15. Guobing Zou, Ya Liu, Zhen Qin, Jin Chen, Zhiwei Xu, Yanglan Gan, Bofeng Zhang, Qiang He, TD-EUA: Task-decomposable Edge User Allocation with QoE Optimization, 18th International Conference on Service-Oriented Computing (ICSOC2020, CORE A, CCF B), Dubai, UAE, 2020. \n\n16. Wei Du, Xiran Zhang, Qiang He, Wei Liu, Guangming Cui, Feifei Chen, Yuan Ji, Chenran Cai, Yanchao Yang, Fault-tolerating Edge Computing with Server Redundancy based on a Variant of Group Degree Centrality, 18th International Conference on Service-Oriented Computing (ICSOC2020, CORE A, CCF B), Dubai, UAE, 2020. \n\n17. Zhiwei Xu, Guobing Zou, Xiaoyu Xia, Ya Liu, Yanglan Gan, Bofeng Zhang, Qiang He*, Distance-aware Edge User Allocation with QoE Optimization, 27th IEEE International on Web Services (ICWS2020 CORE A, CCF B), Beijing, China, 2020. \n\n18. Xiaoyu Xia, Feifei Chen, Guangming Cui, Mohamed Abdelrazek, John Grundy, Hai Jin, Qiang He*, Budgeted Data Caching based on k-Median in Mobile Edge Computing, 27th IEEE International on Web Services (ICWS2020 CORE A, CCF B), Beijing, China, 2020. \n\n19. Ying Liu, Ao Zhang, Xiaoyu Xia, Feifei Chen, Bin Zhang and Qiang He*, Proactive Data Cache and Replacement in the Edge Computing Environment, 13th IEEE Conference on Cloud Computing (CLOUD2020, CORE B, CCF C), Beijing, China, 2020. \n\n20. Feifei Chen, Jingwen Zhou, Xiaoyu Xia, Hai Jin and Qiang He*, Optimal Application Deployment in Mobile Edge Computing Environment, 13th IEEE Conference on Cloud Computing (CLOUD2020, CORE B, CCF C), Beijing, China, 2020. \n\n21. Phu Lai, Qiang He*, Guangming Cui, Feifei Chen, Mohamed Abdelrazek, John Grundy, John Hosking and Yun Yang, Quality of Experience-Aware User Allocation in Edge Computing Systems: A Potential Game, 40th IEEE International Conference on Distributed Computing Systems (ICDCS2020, CORE A, CCF B), Singapore, 2020. \n\n22. Guangming Cui, Qiang He*, Xiaoyu Xia, Feifei Chen, Hai Jin and Yun Yang, Robustness-oriented k Edge Server Placement, 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGrid2020, CORE A, CCF C), Melbourne, Australia, 2020. DOI: 10.1109/CCGrid49817.2020.00-85 \n\n23. 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 A*), accepted in August 2019. \n\n24. 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 A), Toulouse, France, 2019. \n\n25. 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 A), Toulouse, France, 2019. \n\n26. 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 A), Milan, Italy, 2019.\n\n27. 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 A), Milan, Italy, 2019. \n\n28. 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 A), Milan, Italy, 2019. \n\n29. 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 A), Milan, Italy, 2019. \n\n30. 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 A), pp. 230-245, Hangzhou, China, 2018. \n"
},
{
"path": "edge-servers/README.md",
"content": "## Edge server datasets\n\nAccording to Hu et al. [1], edge servers can be deployed at or around LTE base station (BS) sites. Australian Communications and Media \nAuthority (ACMA) publishes the radio-comms license dataset [2] that contains the geographical location of all cellular base stations in \nAustralia, which we use as the edge server dataset. For your convenience, we have uploaded the part of the dataset that stores the latitude and longitude of BS (**site.csv**). Note that this data is owned by ACMA, the use of this dataset must conform to ACMA's regulations. Visit [ACMA](https://www.acma.gov.au/Industry/Spectrum/Radiocomms-licensing/Register-of-radiocommunications-licences/radiocomms-licence-data) for more info about the data.\n\nIn order to view the HTML map, please use your GoogleMap API key.\n\n#### List of contents:\nFile|Size|Fields|Description\n:--|:--|:--|:--\nsite.csv|95562x10|SiteID-Latitude-Longitude-Name-State-LicensingAreaID-PostCode-SitePrecision-Elevation-HCISL2|All BS of all telcos in Australia|\nsite-optus-melbCBD.csv|125x10|SiteID-Latitude-Longitude-Name-State-LicensingAreaID-PostCode-SitePrecision-Elevation-HCISL2|All Optus BS in Melbourne CBD area|\nall-telco-sites-metro.html|9318||Visualization of all BS of all telcos in Melbourne Metropolitan area (9318 base stations)\nall-optus-sites-metro.html|1464||Visualization of all BS of Optus telco in Melbourne Metropolitan area, including Melbourne CBD (1464 base stations)\n\n\n[1] Hu, Y.C., Patel, M., Sabella, D., Sprecher, N., Young, V.: Mobile Edge Computing A key technology towards 5G. Tech. Rep. 11, European Telecommunications Standards Institute (2015), http://www.etsi.org/images/files/ETSIWhitePapers/etsi_wp11_mec_a_key_technology_towards_5g.pdf \n\n[2] https://www.acma.gov.au/Industry/Spectrum/Radiocomms-licensing/Register-of-radiocommunications-licences/radiocomms-licence-data\n"
},
{
"path": "edge-servers/all-optus-sites-metro.html",
"content": "\r\n\r\n\r\n\r\nGoogle Maps - pygmaps \r\n\r\n\r\n\r\n\r\n\t\r\n\r\n