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This report explores the methodology for selecting the best locations to build data centers for cloud providers in West Africa, considering factors such as network performance, costs, and political and environmental stability.
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Methodology for Choosing Datacenter for Cloud Providers in West Africa Region Ahmed AlharthiApril 25, 2014UCCS Master’s Project Report Ahmed- Public Cloud Location in Africa
Agenda • Introduction • Why Africa • The proposed Methodology • Selection Results • Lessons Learned • Future Work • Conclusion Ahmed- Public Cloud Location in Africa
Motivation • Lack of information regarding to data centers in Africa. • Demand of the services • In globalizations movement, Africa was neglected • Cloud provider numbers Ahmed- Public Cloud Location in Africa
Cloud providers Ahmed- Public Cloud Location in Africa
Why Africa ? Number of data centers Ahmed- Public Cloud Location in Africa
Number of Data Centers around the World Ahmed- Public Cloud Location in Africa
Growing Demand from Africa Ahmed- Public Cloud Location in Africa
Research Plan • Research the process for selecting the best locations to build data centers for cloud providers in West Africa. • Main Considerations: Network performance, Costs, Submarine cable. Other factors : Environmental, Economical and Politics stabilities. Ahmed- Public Cloud Location in Africa
Goal • Develop a methodology to suggest the best locations for setting up data centers for cloud providers. • Significance • Connect Africa to the world in efficient way. Ahmed- Public Cloud Location in Africa
Related Work • McConnell A., Parr G.P., Mc Clean S.I., Khan, K [38] • KhosrowEbrahimi, Gerard F. Jones, and Amy S. Fleischer [11] • In terms of Africa’s network connectivity, M. Zennaro, E. Canessa, K.R. Sreenivasan , A.A. Rehmatullah and R.L. [12] • Sanjay M. Parekh, Robert B. Friedman, Neal K. Tibrewala, and Benjamin Lutch [28] Ahmed- Public Cloud Location in Africa
Geographical & Climate Characteristics of the region • Climate & topography of the continent • Tornados & Hurricanes & Tsunami • Earthquake • Politic Systems on the region • Economic Status Ahmed- Public Cloud Location in Africa
Africa Submarine Cables Ahmed- Public Cloud Location in Africa
How Intel/HP Select their Data Center Locations • Intel Considerations are : WAN infrastructure, availability of water for cooling, costs workforce, water, power or landscape. • HP Considerations are: quality of the land their size, price and geographic location, the availability of power and communication network in the region, cost of operations including electricity, water, network access, free cooling. Ahmed- Public Cloud Location in Africa
The Proposed Methodology • Methodology is mix of Intel , HP and IBM approaches • Main considerations : • Costs of Powering, Cooling and landscape. • Communication network and their capabilities. Secondary considerations : • Politics status • Geographical & Climate location • Submarine cables • Economy Ahmed- Public Cloud Location in Africa
Decision Process for Selecting Countries to Host Public Cloud Senegal, Guinea, Liberia, Ghana, Togo, Benin, Sierra Leone, Nigeria, Cameron, Cote d'ivoire, Congo, Angola, Democratic Republic of the Congo and Namibia. Ahmed- Public Cloud Location in Africa
Results of Decision Process Ahmed- Public Cloud Location in Africa
Network measurements • Latency • Round Trip Time • Packet loss • Bandwidth Ahmed- Public Cloud Location in Africa
System and Tools for Measurement • Network measurements Amazon Linux AMI 2014.03.1 machines In Singapore, Sydney and Sao Paulo Linux commands : Ping and Traceroute • Tool used : • Nmap(Network mapper) • Visual route Ahmed- Public Cloud Location in Africa
Network measurements from North America • From Colorado 128.198.49.171 Ahmed- Public Cloud Location in Africa
Network measurements from East Asia (Singapore) 54.255.149.162 Ahmed- Public Cloud Location in Africa
Network measurements from East Asia (Sydney) • 54.206.48.231 Ahmed- Public Cloud Location in Africa
Network measurements from South America (Brazil) • 54.255.149.162 Ahmed- Public Cloud Location in Africa
Detailed Stat Related to Ghana Ghana Observation • [aalharth@walrus cs701]$ ping -c 10 197.253.65.36 • PING 197.253.65.36 (197.253.65.36) 56(84) bytes of data. • 64 bytes from 197.253.65.36: icmp_seq=1 ttl=43 time=981 ms • 64 bytes from 197.253.65.36: icmp_seq=2 ttl=43 time=983 ms • 64 bytes from 197.253.65.36: icmp_seq=3 ttl=43 time=973 ms • 64 bytes from 197.253.65.36: icmp_seq=4 ttl=43 time=968 ms • 64 bytes from 197.253.65.36: icmp_seq=5 ttl=43 time=972 ms • 64 bytes from 197.253.65.36: icmp_seq=6 ttl=43 time=960 ms • 64 bytes from 197.253.65.36: icmp_seq=7 ttl=43 time=1003 ms • 64 bytes from 197.253.65.36: icmp_seq=9 ttl=43 time=967 ms • 64 bytes from 197.253.65.36: icmp_seq=10 ttl=43 time=972 ms • --- 197.253.65.36 ping statistics --- • 10 packets transmitted, 9 received, 10% packet loss, time 8997ms • rtt min/avg/max/mdev = 960.481/975.940/1003.880/11.900 ms, pipe 2 core4.LDN-London.as6453.net is the last node connecting to Ghana Goes to WASC submarine cables operated by TATA. Ahmed- Public Cloud Location in Africa
Formula for Estimating Costs • Estimating the Coast of Space, Cooling and Powering Data Center • Estimation based on HP “Cost model for planning, development and operation of a data center” • Assumptions • Facility size is 30,000 sq ft • 10 MW datacenter • %50 occupied Ahmed- Public Cloud Location in Africa
Cost of Renting Spaces Ahmed- Public Cloud Location in Africa
Cost of Power Ahmed- Public Cloud Location in Africa
Cost of Cooling Ahmed- Public Cloud Location in Africa
Total Cost Ahmed- Public Cloud Location in Africa
Selection Results Ranking the countries based on RTT Ahmed- Public Cloud Location in Africa
Selection Results • Bandwidth Ahmed- Public Cloud Location in Africa
Selection Results • Total Space, Power and Cooling costs Ahmed- Public Cloud Location in Africa
Nigeria is Optimal Location • Network capability among the best and stable • High (5)submarine cables • Cheapest power price per Kwh. • Lowest total cost including space, power and cooling. • #1 Economy in the region. • Largest number of Internet users, 49M. • Stable politic system. • Center of the region geographically Ahmed- Public Cloud Location in Africa
Lessons Learned • Collecting data • Learn about IT in Africa. • Talk to students, IBM, HP, ISP providers, realtors • Language barrier. • Gathering real estate data • Conflicts data • Technical Challenges • Understanding cables systems • Track packets • Network tools • Web servers • Locating servers Ahmed- Public Cloud Location in Africa
Future Work • Collect additional relevant data to select the best location of data center for a cloud provider. • The data gathered from latency, round trip time and bandwidth should be gained from relevant data center of a cloud provider in real world. • Examine ping and trace utility data multiple times in different times. Ahmed- Public Cloud Location in Africa
Conclusion • Senegal, Nigeria, Ghana and South Africa are the ideal locations to host data center for cloud provider. • Nigeria has the most suitable features to host one. • Africa has a good opportunity to host datacenter for a cloud provide. • Costs of datacenter may be vary from city to other one. Ahmed- Public Cloud Location in Africa
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