![References:
1. “Wikipedia.” Wikipedia. Wikimedia Foundation, n.d. Web. 13 Dec. 2015. <https://en.wikipedia.
org/wiki/list_of_international_submarine_communications_cables>.[1]"How Submarine Cables are Made, Laid, Operated and Repaired".
2. “El Anillo De Fibra Óptica Latinoamericano, Cada Vez Más Cerca.” SiliconWeek. N.p., Mar. 2012. Web. 13 Dec. 2015. <http://www.siliconweek.
es/networks/broadband/el-anillo-de-fibra-optica-latinoamericano-cada-vez-mas-cerca-25874>
3. “Hey, NSA: Why Latin America?” Hey, NSA: Why Latin America? Web. 13 Dec. 2015. <http://csis.org/publication/hey-nsa-why-latin-america>
4. “TELECOMUNICACIONES: MERCADOS Y TECNOLOGIAS.” : Anillos de Fibra Optica de Latinoamerica. Plan de UNASUR. Web. 13 Dec.
2015. <http://telecomunicaciones-peru.blogspot.com/2014/05/anillos-de-fibra-optica-de.html>
5. “UNASUR Countries Need to Improve Cooperation to Strengthen Broadband Markets.” IDB. Web. 13 Dec. 2015. <http://www.iadb.
org/en/news/news-releases/2011-11-29/unasur-broadband-services,9722.html>](https://image.slidesharecdn.com/0dcf1e81-61c8-41ac-b9e3-787944b004b7-160201030425/85/Underwater-Communication-Cable-Network-of-South-America-17-320.jpg)
![References:
1. “Wikipedia.” Wikipedia. Wikimedia Foundation, n.d. Web. 13 Dec. 2015. <https://en.wikipedia.
org/wiki/list_of_international_submarine_communications_cables>.[1]"How Submarine Cables are Made, Laid, Operated and Repaired".
2. “El Anillo De Fibra Óptica Latinoamericano, Cada Vez Más Cerca.” SiliconWeek. N.p., Mar. 2012. Web. 13 Dec. 2015. <http://www.siliconweek.
es/networks/broadband/el-anillo-de-fibra-optica-latinoamericano-cada-vez-mas-cerca-25874>
3. “Hey, NSA: Why Latin America?” Hey, NSA: Why Latin America? Web. 13 Dec. 2015. <http://csis.org/publication/hey-nsa-why-latin-america>
4. “TELECOMUNICACIONES: MERCADOS Y TECNOLOGIAS.” : Anillos de Fibra Optica de Latinoamerica. Plan de UNASUR. Web. 13 Dec.
2015. <http://telecomunicaciones-peru.blogspot.com/2014/05/anillos-de-fibra-optica-de.html>
5. “UNASUR Countries Need to Improve Cooperation to Strengthen Broadband Markets.” IDB. Web. 13 Dec. 2015. <http://www.iadb.
org/en/news/news-releases/2011-11-29/unasur-broadband-services,9722.html>](https://image.slidesharecdn.com/0dcf1e81-61c8-41ac-b9e3-787944b004b7-160201030425/85/Underwater-Communication-Cable-Network-of-South-America-32-320.jpg)
Underwater Communication Cable Network of South America
- 1. Underwater Communication Cable Network of South America Applied Data Science Prof. Stanislav Sobolevsky Team members: Alexis Soto-Colorado Alejandro Rey Porcel Tania Vara Mazariegos
- 2. Underwater Communication Cable Network of South America Applied Data Science Prof. Stanislav Sobolevsky Team members: Alexis Soto-Colorado Alejandro Rey Porcel Tania Vara Mazariegos
- 3. Why the underwater communication cable network is important ? ● Internet ● All forms of digital communications from video streaming to a simple telephone call
- 4. Goal: Evaluation of the Infrastructure Sovereignty ● National Security ● Economic Security ● Optimization
- 5. Network Analysis “Data Collection” ● Cable information → different companies→ nodes in South America. ● Big network that connects all the cables with their capacity.
- 6. Network Analysis: Node Connectivity ● The most connected is San Juan, Puerto Rico (USA). ● The least connected is San Andres, Colombia.
- 7. Network Analysis: Network Centrality
- 8. Network Analysis: Closeness Centrality
- 9. Network Analysis: Community Detection “Community Map”
- 10. Network Analysis: Community Detection “Community A”
- 11. Network Analysis: Community Detection “Community B”
- 12. Network Analysis: Community Detection “Community C”
- 13. Network Analysis: Community Detection “Community D”
- 14. Network Analysis: Community Detection “Community E”
- 15. Network Analysis: Community Detection “Community F”
- 16. Conclusion ● Only 2 of the top 10 most connected hubs are located in South America. ● Zero direct connectivity with Asia. ● Limited connectivity with Africa and Europe and only from Atlantic Coast.
- 17. References: 1. “Wikipedia.” Wikipedia. Wikimedia Foundation, n.d. Web. 13 Dec. 2015. <https://en.wikipedia. org/wiki/list_of_international_submarine_communications_cables>.[1]"How Submarine Cables are Made, Laid, Operated and Repaired". 2. “El Anillo De Fibra Óptica Latinoamericano, Cada Vez Más Cerca.” SiliconWeek. N.p., Mar. 2012. Web. 13 Dec. 2015. <http://www.siliconweek. es/networks/broadband/el-anillo-de-fibra-optica-latinoamericano-cada-vez-mas-cerca-25874> 3. “Hey, NSA: Why Latin America?” Hey, NSA: Why Latin America? Web. 13 Dec. 2015. <http://csis.org/publication/hey-nsa-why-latin-america> 4. “TELECOMUNICACIONES: MERCADOS Y TECNOLOGIAS.” : Anillos de Fibra Optica de Latinoamerica. Plan de UNASUR. Web. 13 Dec. 2015. <http://telecomunicaciones-peru.blogspot.com/2014/05/anillos-de-fibra-optica-de.html> 5. “UNASUR Countries Need to Improve Cooperation to Strengthen Broadband Markets.” IDB. Web. 13 Dec. 2015. <http://www.iadb. org/en/news/news-releases/2011-11-29/unasur-broadband-services,9722.html>
- 18. Why the underwater communication cable network is important ? ● Internet ● All forms of digital communications from video streaming to a simple telephone call
- 19. Goal: Evaluation of the Infrastructure Sovereignty ● National Security ● Economic Security ● Optimization
- 20. Network Analysis “Data Collection” ● Cable information → different companies→ nodes in South America. ● Big network that connects all the cables with their capacity.
- 21. Network Analysis: Node Connectivity ● The most connected is San Juan, Puerto Rico (USA). ● The least connected is San Andres, Colombia.
- 22. Network Analysis: Network Centrality
- 23. Network Analysis: Closeness Centrality
- 24. Network Analysis: Community Detection “Community Map”
- 25. Network Analysis: Community Detection “Community A”
- 26. Network Analysis: Community Detection “Community B”
- 27. Network Analysis: Community Detection “Community C”
- 28. Network Analysis: Community Detection “Community D”
- 29. Network Analysis: Community Detection “Community E”
- 30. Network Analysis: Community Detection “Community F”
- 31. Conclusion ● Only 2 of the top 10 most connected hubs are located in South America. ● Zero direct connectivity with Asia. ● Limited connectivity with Africa and Europe and only from Atlantic Coast.
- 32. References: 1. “Wikipedia.” Wikipedia. Wikimedia Foundation, n.d. Web. 13 Dec. 2015. <https://en.wikipedia. org/wiki/list_of_international_submarine_communications_cables>.[1]"How Submarine Cables are Made, Laid, Operated and Repaired". 2. “El Anillo De Fibra Óptica Latinoamericano, Cada Vez Más Cerca.” SiliconWeek. N.p., Mar. 2012. Web. 13 Dec. 2015. <http://www.siliconweek. es/networks/broadband/el-anillo-de-fibra-optica-latinoamericano-cada-vez-mas-cerca-25874> 3. “Hey, NSA: Why Latin America?” Hey, NSA: Why Latin America? Web. 13 Dec. 2015. <http://csis.org/publication/hey-nsa-why-latin-america> 4. “TELECOMUNICACIONES: MERCADOS Y TECNOLOGIAS.” : Anillos de Fibra Optica de Latinoamerica. Plan de UNASUR. Web. 13 Dec. 2015. <http://telecomunicaciones-peru.blogspot.com/2014/05/anillos-de-fibra-optica-de.html> 5. “UNASUR Countries Need to Improve Cooperation to Strengthen Broadband Markets.” IDB. Web. 13 Dec. 2015. <http://www.iadb. org/en/news/news-releases/2011-11-29/unasur-broadband-services,9722.html>