Page 360 - AI for Good Innovate for Impact
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AI for Good Innovate for Impact



                      4      Sequence Diagram













































                      5      References

                      [1]  A. Kozak, “Shedding the Load: Power Shortages Widen Divides in South Africa,”
                           Commentary  (Blog),  Kleinman  Center  for  Energy  Policy,  Univ.  of  Pennsylvania,  28-
                           Jul-2023. [Online]. Available: https:// kleinmanenergy .upenn .edu/ commentary/ blog/
                           shedding -the -load -power -shortages -widen -divides -in -south -africa/ .
                      [2]  “Huawei Builds an AI Model for Telcos – MWC 2024,” Aibusiness.com, 2024. [Online].
                           Available: https:// aibusiness .com/ verticals/ huawei -builds -an -ai -model -for -telcos -mwc
                           -2024.
                      [3]  Huawei Technologies Co., Ltd., IP Network Digital Map White Paper. 2024. [Online].
                           Available: https:// carrier .huawei .com/ ~/ media/ cnbgv2/ download/ products/ networks/
                           ip -network -digital -map -white -paper -en -2024 .pdf
                      [4]  Staff Reporter, “Empowering Digital Transformation with Network Digital Map,”
                           Developing Telecoms, Mar. 27, 2023. [Online]. Available: https:// developingtelecoms
                           .com/ telecom -technology/ telecom -cloud -virtualization/ 14764 -empowering -digital
                           -transformation -with -network -digital -map .html. [Accessed May 31, 2025].
                      [5]  S. Ghosh, A. Mallick, A. Chowdhury, and K. De Sarkar, “Graph Theory Applications in
                           Advanced Geospatial Research,” arXiv:2309.03249 [cs.LG], Sep. 2023.
                      [6]  Huawei Technologies Co., “MTN and Huawei signed an MoU to collaborate on the digital
                           future for Africa,” Huawei News, Mar. 6, 2025. [Online]. Available: https:// www .huawei
                           .com/ en/ news/ 2025/ 3/ mwc-mtn-mou-africa. [Accessed: Jun. 8, 2025].
                      [7]  Tmforum, Autonomous networks: Level 4 industry blueprint - high-value scenarios. 2024.
                           [Online]. Available: https:// inform .tmforum .org/ research -and -analysis/ reports/ an -level -4
                           -industry -blueprint -high -value -scenarios -11 -24




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