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Developments in connected regional
SADC Cyberinfrastructure [to
Support Data Sharing & Open
Science]
UBUNTUNET-CONNECT 2017, Addis Ababa,
Ethiopia, 2nd
– 3rd
November 2017
Dr Tshiamo Motshegwa.
Department of Computer Science,
University of Botswana
Outline
• Patterns and trends in research collaborations
• knowledge networks and nations
• SADC Cyber-infrastructure Framework
Initiative
• CI as Technologies, skills, people and policies
• Could CI enhance Data Sharing, Open Science and
distort knowledge networks of nations
• Summary & Further Talking Points
Pattern & trends research collaborations
Why Collaborate
• Seeking Excellence – working with outstanding peers,
benefits of scale, sharing burden of research of research,
breaking down complex tasks
• Benefits of joint authorship – citations per article vs
number of collaborating countries
• Capacity Building through collaboration – especially for
developing countries
• Access to facilities
• Funding
• Equipment
• Networks
• Geopolitical potential of Scientific collaborations
Report Observations
• Science is increasingly global
• Addressing questions of global significance
• Supported by Governments, business and philanthropists
• Striking increased activity in particular countries
• China overtaking Japan and Europe by publication output
• Rapid developments in India, Brazil
• New emergent scientific nations – Middle East, South East Asia, North Africa,
Smaller European countries
• Traditional scientific superpowers still lead the field
• US , Western Europe and Japan invest heavily, gain substantial returns
• Strengthening of traditional centers & Emergence of new
players
• Points to a multipolar scientific world
• Distribution of scientific activity centered in widely dispersed hubs
Who is collaborating with who and why?? And intensification
over time – 1996-2008
Observations – Methodology based around
joint authorship
• US dominant Role striking
• Only 29% of research output of US is internationally
collaborative
• Yet international collaborations involving US account
for 17% of all internationally collaborative papers
• Other global and regional hubs stand out & Role of
traditional scientific nations clear & there is growth
elsewhere
• Other trends ? – Linguistic and historical ties
• France and collaborations Francophone countries
Further Observations
• Regional collaborations & Geographical proximity?
• Not solely
• Though strong examples of regional units around resource sharing and expertise
• Addressing issues borne out of similar environmental conditions, hardware, physical
resources or same language
• Political support underpinnings and research strategies and coordination of efforts?
EU, AU, ASEAN
• Emerging regional ties & growing influence of some countries
• Before 2000 SA one of many centers of collaborations between African countries
-Senegal,Cameroon,Nigeria, Uganda, Morocco
• By 2008,network growth, more papers, SA as a collaborative linchpin
• Egypt and Sudan emerged as bridges between North and Sub Saharan Africa (Neither
having been in the network prior) – increased Domestic production, substantial
intensification of investments
R & D Expenditure as % GDP[ Source World Bank]
R & D Expenditure as % GDP[ Source World Bank]
Are we funding Research in Africa –
Consolidation vs Fragmentation?
Source [https://www.pinterest.com/dorafragoso/carro%C3%A7a-de-burro/]
SADC Cyberinfrastructure
Framework
[SADC
member states & Working Group
Approved 30th June 2016 at Joint Meeting of Ministers of Education& Training
And Science & Technology]
About SADC
SADC 15 Members
 Promotion of sustainable and equitable socio- economic growth
• Economic wellbeing
• Improved standards of living and quality of life
• Industriliazation (2014)
 Food Security, Land and Agriculture;
 Infrastructure and Services;
 Industry, trade, investment and Finance;
 Human Resources development, science and Technology;
 Natural Resources and environment;
 Social Welfare, information and culture; and
 Politics, diplomacy, international relations, peace and security
SADC Common Agenda – Integration
Declaration & Treaty of SADC
SADC Governance & Decision Making
[Source: A.Morgan, SADC Secretariat -1st East African Science, Technology & Innovation Regional Stakeholder
Meeting 23 August 2016 Kigali, Rwanda[
 SADC Treaty 1992
 Regional Indicative Strategic Development Plan (RISDP 2005-2020) -
Strategic directions wrt. to programmes & activities
 Protocols e.g. SADC Protocol on STI 2008
 Strategies
 Strategic Plan on STI 2015-2020
 SADC Industrialisation Strategy and Roadmap 2015-2063
 Frameworks
 SADC Cyber-Infrastructure Framework
 SADC STI Climate Change Framework & Implementation Plan
 Programmes e.g. SADC IKS Policy Platform, SADC Research Innovation
Management Capacity
 Drive towards SADC Vision 2050
 AU Vision 2063
SADC Policy Framework
The RISDP Priorities for 2015-2020
[Source: A.Morgan, SADC Secretariat -1st East African Science, Technology & Innovation Regional Stakeholder
Meeting 23 August 2016 Kigali, Rwanda[
Cyberinfrastructure
Ecosystem
Examples - UK e-Infrastructure
“e-Infrastructure refers to a combination and
interworking of digitally-based technology (hardware
and software), resources (data, services, digital
libraries), communications (protocols, access rights
and networks), and the people and organisational
structures needed to support modern, internationally
leading collaborative research be it in the arts and
humanities or the sciences. This definition reflects a
broader understanding of e-Infrastructure as defined
in the report “Delivering the UK’s e-Infrastructure for
Research and Innovation.”
[Research Councils UK]
UK e-Infrastructure Investment
~£160M of funding covering 6 strands
 Skills and training
 High capacity network
 Data storage and curation
 Advanced software development (£30M +
£7.5M)
 Security and resilience
 HPC hardware

National facilities (ARCHER)

Distributed facilities (e.g. DiRAC)
[Source Science and Technology Facilities Council]
European Vision
European EGI e-
Infrastructure
United States of America-XSED
Immediate Opportunities
Immediate Opportunities
Immediate Opportunities
Immediate Opportunities –
sharing instruments?( Botswana
Components of a CI
 National Research Networks - Specialized
broadband infrastructure networks and service
providers for education, research and innovation ,
 Computational Resources - Ranging from HPC to
other computing capabilities ,
 Data - tools and facilities (including repositories) to
enable sharing and efficient datadriven discoveries,
technologies and innovations,
 Policies - To enable optimal establishment and
utilization of cyber-infrastructure, generation, analysis,
transport as well as stewardship of information, and
 Human Capital - To make effective use of the
Cyberinfrastructure.
Vision & Goals
 Vision –
 An education, research and innovation environment that provides for
human capital development and shared access to unique or distributed
facilities to impact socio economic development in the SADC region
and promote knowledge based economy
 Adding value to Scientific Programmes by fostering partnerships and
collaborations by developing regional cyberinfrastructure networks
through interconnecting HPC centers, Scientists and Research on
regional priority challenges
 Goals
 Promote high quality education, research and innovation
 Build cyberinfrastructure capacity
 Promote cyberinfrastructure Commons ( An environment to share
education, research and innovation resources),
 Accelerate Technology transfer, commercialization and
industrialization in SADC
Impact of a CI
 National Bedrock of Digital age, Digital transformation,
knowledge economy and Digital economies by virtue of impact
on
 e-Education/Leaning, E-Health, e-Gov,e-Agriculture
 Regional Integration
 Collaboration using CI
 Using CI for sectorial collaboration, e.g. energy, education, health
 Impact on industrialization , e.g. industry 4.0
 Technology Transfer, commercialization as a consequence of research
and education advances
 Spectrum of other consequences
 Citizen Science
 Digital and Nationally shared information repositories vs libraries
 Disciplines previously untouched by eScience/eResearch
 Social media effect in social science, applications e.g. disaster recovery
Alignment
 AU Agenda 2063 – The Africa we want
 STISA 2024 – Science Technology Innovation Strategy for
Africa, 2024
 SADC Treaty
 SADC Protocol in Science, Technology & Innovation
 RISDP Revised 2015 – Revised Indicative Strategic
Development Plan
 SADC Strategic Plan on STI (2015-2020)
 RIDMP- Regional Infrastructure Development Master Plan
-Digital SADC 2027
 SADC Industrialization Strategy (2015 -2063)
 ALL Botswana ICT and RSTI Policy and Strategy instruments
SADC CI Framework
SADC Strategic Plan on STI 2015 - 2020
Protocol on
STI
Revised Regional Indicative Strategic
Development Plan, RISDP
Industrialization Strategy and
Roadmap
Regional infrastructure
Development
Master Plan, RIMDP
Alignment
Focus Areas and
Resourcing
 Policy/Strategy Dev , institutionalization,
implementation support
 e.g SADC to develop Model Policy to be institutionalized by
member states to create conducive environment for
promotion of CI
 Education, Research & Development and Innovation
 Support existing and new Centers of Excellence and provide
tools
 CI Support for research by promoting collaborations and
supporting flagship projects
 Human Capital Development
 Create a pool of CI experts
 Train beneficiaries to fully exploit services, by incorporating
mainstream elements of CI in Higher Education Curriculum
and promoting e-Readiness for beneficiaries
 Infrastructure Development
 Infrastructure Sustainability (lifecycle management),
establishment of RENs, HPC centers
 Establish trusted data repositories that are regionally
interfederated
 Internationally benchmarked policies and standards for data
stewardship
 Open access, sharing and interoperability
 Resource Mobilization, Communication, Awareness &
Advocacy;
 Strategic Partnerships
Focus areas & Resourcing
Institutional Framework
Implementation of CI
Part I –
High Performance Computing
Infrastructure
The SADC HPC ecosystem
Project
Situational Analysis - HPC
 2011 SADC Survey on HPC landscape in member States
 Needs analysis in terms of industries and availability and access to
research communities
 Highlighted sectors of Engineering, education, energy; Socio
economic issues as climate change, health, knowledge sharing,
mining, indigenous medicine
 Region had strategic partnerships with international HPC
institutions to facilitate acquisition and deployment of HPC
equipment for initial systems
 Texas Advanced Computing center (TACC), Cambridge
HPCS,International Center For Theoretical Physics (ICTP) and STEM
TREK
 Summary of responses from member state indicated that
members at various stages of development
Objectives
 To seed and set up a High Performance Computing facilities
in the region to support and promote multidisciplinary
research in data and compute intensive domains
 To support training and teaching and curriculum
enhancements in Computational Sciences, Distributed
Systems, Parallel Programming, Machine Learning ,
Datascience.
 To support existing data and compute intensive projects in
the universities
 To motivate countries to develop HPC and part of their
National Intergated Cyberinfrastructure.
Project Relevance & Impact
 The facilities envisaged evolve into a nodes as part of
Regional SADC regional cyber Infrastructure under the
regional Cyber-infrastructure collaborative framework
and form an African Research Cloud.
 To develop capacity and human capital development
in HPC and transferable Datascience skills in general
and specific to global projects like SKA, AVN and
H3Africa etc
 Instrument for data and compute intensive National
priority projects in Health, Environment, Energy and
Agriculture
 To facilitate acceleration of innovation and technology
transfer
Capacity Partners – SA
CHPC
Cambridge HPCS
TACC – University Of
Texas
TACC Ranger Voyage
Story
HPC Ecosystems Project v1
RANGER PROJECT
 20 Racks of Ranger delivered to
South Africa
 Eleven distributed within South
Africa
 Six distributed REGINALL
 Each Rack 1040kg (560kg
unpopulated) & consumed 22.5kW
 Prototype set-up (1+1) made
available for demonstration at CHPC
& to support training initiatives
University Of Botswana – CS Dept.
CHPC Workshop For Botswana & Tanzania
19Southern African scholars attend workshop at TACC – Source
Stem-Trek
SADC-TACC Workshop@TACC
SADC Delegates @ SC’15
US/Pan-African Workshop: HPC On Common Ground @ SC16
Upcoming - URISC@ SC’17 –
Understanding Risk in Shared Cyberecosystems
HPC ECOSYSTEMS GLOBAL MAP (2017-10+(
Slide from HPC Ecosystems Project [Bryan Johnston, AceLab
CHPC]
HPC ECOSYSTEMS
PROJECT v1 –
Donations
TACC Ranger C6100
Cambridge
Slide from HPC Ecosystems Project [Bryan Johnston, AceLab CHPC]
 “Cambridge”
 Dell M1000e
 192C; 576GB; ~2TB
 “Ranger”
 Sun Blade 6048 series
 192C;384GB; 8GB CompactFlash
 Rack total: 768C, 1536GB*
* can make this double (1+1 config.)
 “C6100”
 Dell C6100 (Westmere)
288C; 864GB; ~24TB
 South Africa
 South African Universities
 North West University (NWU) *
 University of Fort Hare (UFH)
 University of KwaZulu-Natal (UKZN)
 University of Witwatersrand (Wits)
 University of Venda (Univen)
 Stellenbosch
 Sol Plaatjie University
 Other countries
 University of Antananarivo (IOGA) *
 University of Botswana (2+2)*
 NUST (Namibia) (1+0)
 UNAM (Namibia) (1+0)
 ZAMREN (Zambia) (1+1)
 University of Mauritius (1+1)
 Ghana (1+0) Ghana Atomic
Energy Commission (GSSTI /
GAEC) *
 Kenya, Mozambique **
Ecosystem Hardware & Sites
Slide from HPC Ecosystems Project [Bryan Johnston, AceLab CHPC]
Regional Deployments
University of Botswana
 SysAdmin workshop
 30 people
 +USA (SC’16+OCG)
 Projects
 Environmental
 Chemistry
 Biology
 Engineering
 Postgrad + U/G plans
Namibia
 SysAdmin workshop (Feb ‘17)
 31 users (UNAM)
 14 users (NUST)
 +USA (SC’16+OCG)
Slide from HPC Ecosystems Project [Bryan Johnston, AceLab CHPC]
HPC Ecosystems Project v2
 “Stampede”
 Dell C8220 (Sandy Bridge)
 10 chassis * 4 nodes
 2 * Xeon E5-2680 8C 2.7Ghz
(640C)
 32GB RAM (~1.28TB RAM)
 250GB HDD (~10TB)
 SA
 South African Universities
n TBC *
 Region
 TBC *
UBCS-CHPC HPC System Admin
Training (Botswana)
Stories : Badisa@CERN – Stem-Trek
Stories : Badisa@CERN – Stem-
Trek
Vision ?
Progress to date – Example
Utilisation (Botswana)
 Bioinformatics : TB, HIV and Drug resistance project, 4 PhD Students
from Biological Sciences Dep’t CafGEN, H3Africa Project (Prof Mpoloka)
 Atmospheric Physics: Atmospheric Physics projects, 2 Research
Staff from Physics Dep’t (Prof Adedoyin)
 Computational Chemistry : Royal Society Computational Chemistry,
Catalysis & Biofuels project, 3 PhD Students from Chemistry Dep’t (Prof
Oyentunji)
 Engineering: Computational Fluid Dynamics, Turbine Blade design
project, 4 PhD students from Mechanical Engineering Dep’t (Prof
Motsumi)
 Computer Science - Natural Language processing : Speech
Recognition project, 2 Research Staff from Computer Science Dep’t (Prof
Ayelew)
 Teaching & Training - Distributed Systems, Parallel Programming,
Machine Learning, Datascience Teaching to students from Computer
Science Dep’t, and HPC workshop: 46 students and attendees
Challenges & Resource
Needs ( e.g. Botswana)
 No resources and budget to facilitate mobility of staff
and students for mobilisation, training, capacity
building, networking and collaboration meetings and
events Nationally, Regionally and Internationally –
relying on partners and collaborators
 No budget and resources to fund strategic flagship
projects on data and compute intensive problems of
National and regional themes – relying on donor funds
 No comprehensive University strategy or funding for
computational research and data infrastructure
Challenges & Resource
Needs
 No hardware replacement cycle plan and sustainable
system upgrades to support users – Relying on
Hardware donation from donor partners
 Immediate Needs:
 Inadequate storage support for current usage (nee 1 PB + vs
50TB )
 Robust Research Data back-up – Currently None
 cooling solution (currently 2 racks running vs 4)
 No uninterruptible power supply (UPS) in the event of power
failure
 Additional RAM memory for applications like Bio-informatics
and genomics
 Need for equipped Training Lab for Workshops
 Resources to facilitate mobility of staff and students for
training, capacity building and networking
Proposed Flagship projects
 HPC And SADC Wildlife Protection & AntiPoaching:
Institutional Collaborations for Impact and Sustainability
 Goal - To reduce poaching and trafficking of protected
species originating from Botswana through big data
capture and analytics for strengthening enforcement and
decision support for poaching interdiction and intervention.
 Alignment & Collaboration
 SADC Law Enforcement And Anti-Poaching Strategy 2016-2021
(LEAP).
 Wildlife Enforcement Network for Southern Africa (WENSA)
 SADC HPC subcommittee member states
 South African institutions collaboration through BJC
 US Africa Regional Combating Wildlife Trafficking initiative & US
institutions
Objectives & Resource
Needs
 Establish international collaborations and partnerships
that support wildlife protection in Botswana, South
Africa, and the other SADC member states through
the best use of advanced computing and information
communication technology (ICT);
 Develop plans and assist implementation for
developing advanced computing applications that
improve law enforcement decision support to interdict
wildlife poaching. These applications will use big data
capture and analytics from existing and future ICT
implemented for the purpose
Objectives & Resource
Needs
 Support Botswana and South Africa advanced computing
leadership with SADC member countries to coordinate a
strategic focus with the Wildlife Enforcement Networks of
Southern Africa (WENSA);
 Development of technologies, Data Repositories, HPC & Data
Analytics Platform
 Way Forward
 Individual meetings with stakeholders (within SADC countries)
 Convening Stakeholders for common fact finding and consensus
building
 Convening stakeholders to clarify problem(s) to be addressed with
advanced computing
 Cost of meeting or convening stakeholders
 Travel costs of international participants (Universities, NGOs, etc.)

Proposed Flagship projects
 Distributed Patient Information Management System
 Goal – To provide a Nationally distributed patient
information management system and data analytic
platform to support efficient service delivery and
monitoring for HIV Testing, ARV programmes, PMTCT
and Child Health.
 Alignment & Collaboration
 Botswana eHealth Strategy
 Botswana Broadband Strategy.
 Botswana ICT and RSTI Policy framework
 MoH Integrated Patient Management System (IPMS)
 MoH National Datawarehouse
 Botswana-Harvard Partnership & PIMS system
Objectives & Resource
Needs
 Establish a secure data network;
 Establishment of a distributed database across
districts
 Establish National eHealth Data warehouse and
repository
 Interoperability, data security, data standards, data
synchronisation protocols with National Data
warehouse
 Patient matching protocols and a data analytic
platform for enhanced discovery and interventions
Implementation of CI-
Research and Educational
Networks
Botswana Connectivity
[Source: Ubuntunet Alliance]
Progress to date – Mature
NRENS
 UbuntuNet Alliance as the internationally recognized Regional
Research and Education Network for Southern and East Africa
 Regional RENS (RRENs) support NRENs in establishing
infrastructure and service capabilities
 Ubuntu Alliance current SADC countries include DRC,
Madagascar, Malawi, Mozambique, Namibia, South Africa,
Tanzania and Zambia
 Two mature NRENS in SADC – South Africa (Combined
capabilities of SANReN + TENET) & Zambian ZAMREN
 Several fledgling NRENs evolving, e.g. Mozambique MoREnet
& Tanzania’s TENET
 UbuntuNET and mature RENs support nascent RENS
Proposed Flagship projects
 Botswana Research Network
(BotsREN/BotswanaREN)
 Goal – To develop A National Research and Education
Network (NREN) - a specialised wide area network
service provider dedicated to supporting the needs of
the research and education communities in Botswana
 Alignment & Collaboration
 Botswana Broadband Strategy.
 Botswana ICT and RSTI Policy framework
 UbuntuNET Alliance?
 AfricanConnect II?
Progress to date – Non Existent
NRENS (e.g. Botswana)
 Botswana REN Committee setup
 Some Interaction with UbuntuNET Alliance
 Company setup
 Constitution
 Terms Of Reference
 Project before ministerial reconfiguration- Ministry
portfolio now and coordination? Way Forward
 Need for dedicated coordinating person appointed
 To accelerate Engagement of UbuntuNet Alliance for assistance and
AfricaConnect II?
Botswana Connectivity
National Fibre Backbone Network
Coverage
BoFiNet has recently
invested heavily in the
national backbone
infrastructure development
since 2014.
Over 8000km fibre cable
deployed.
Mainly DWDM equipment
used, offering 40
wavelengths of 10Gb each
capacity
152 localities connected
to fibre network.
]Source: Botswana Fibre Network - BoFinet
Implementation of CI- Human
Capital Development – HPC,
Data and Data science
Training
Situational Analysis -Data
 Developments in SADC member States with regard to data, e.g.. e-
government projects, data centers, open data and open government
initiatives
 South Africa’s DIRISA as a component of its NICIS
 The Open Data Platform for Africa
 from African Development Bank (AfDB) to boost access to quality data
necessary for managing & monitoring development results including
SDGs and African Action Plan 2063
 The Africa Data Concensus – Strategy for implementing data revolution
in Africa
 Create new statistical landscape, open up field of data production and
dissemination to state and non state actors
 Adopted in 2015 at HLC on Data Revolution
 Action plan will be guided by UNECA,AUC, AfDB, UNDP etc. in
collaboration with PPP institutions and Civil society organizations
CODATA-RDA Datascience Schools@ICTP
[2016 School -Image Source : CODATA]
Capacity Building
Events
 Events for 2017
 African Open Science Platform (AOSP) and Research Data Alliance (RDA
Workshop as part of the 14th General Conference of the AAU, Ghana, 5-8
June 2017, Accra, Ghana
 University of Mauritius Software Carpentry, Jul 19-21, 2017
 CODATA-RDA Research Data Science Applied workshops on Extreme
sources of data, Bioinformatics and IoT/Big-Data Analytics – 24th
-28th
July 2017
 SADC Ecosystems Workshop Wits University – 26th
to 30th
June 2017
 RS-DfID Chem4energy Research SADC HPC Ecosystems 31st
July to 4th
August, 2017
 The Second International Conference on the Internet, Cyber Security and
Information Systems (ICICIS) 2017, 14th
– 16th
August, Sandton,
Johannesburg,
 International Workshop on Open Data for Sustainable Development Goals
in Developing Countries, Antananarivo, Madagascar, 5-6 September 2017
Upcoming Events
 Events for 2017/2018
 Software Carpentry and Data Carpentry Instructor Training, North-West
University, October 9-11, 2017
 University Of Botswana Software Carpentry and Data Carpentry , 23rd
to
24th
October 2017
 Botswana Open Data Open Science National Forum, 30 to 31st
October
2017
 Supercomputing Conference SC17 & URISC@SC17: Cybersecurity
Workshop, November 11-16, 2017, Denver, Colorado
 UbuntuNet-Connect is the Annual Conference, 2-3 November 2017,
Addis Ababa, Ethiopia
 CODATA-RDA School of Research Data Science which will be held at
ICTP-SAIFR, Sao Paolo, Brazil, 4-15 December 2017
 International Conference On Internet, Cybersecurity and Information
Systems - ICICIS 2018 Conference, Kasane, Botswana
Upcoming Events – IDW 2018
Upcoming Events
Proposed Flagship projects
(Botswana)
 Botswana Institutional Research Data Repositories
 Goal – To develop a research data repository to
facilitate open data and open science and develop
model institutional data policies
 Alignment & Collaboration
 SADC Cyberinfrastructure Framework
 African Open Science Platform ( AOSP)
 Botswana Open Data Open Science (ODOS)
 Botswana ICT and RSTI Policy framework
 Academy of Science of South Africa
 Botswana Academy of Sciences
Example Initiatives (Botswana)
 Botswana Open Data Open Science (ODOS)
 Goal – To facilitate conversations on data in Botswana
and amongst Botswana stakeholders
 Alignment & Collaboration
 Government and Botswana Data Stakeholders
 SADC Cyberinfrastructure Framework
 African Open Science Platform ( AOSP)
 Botswana ICT and RSTI Policy framework
 CODATA and RDA
 Academy of Science of South Africa
 Botswana Academy of Sciences
Progress to date
 ADHOC Steering Committee setup
 Terms Of Reference of the Committee defined
 Engagment with African Open Science Platform
 Stakeholder CEO briefing and Committee
endorsement done
 Planning the Botswana National Data Forum
 Data Legislation, Governance and Policy
 Coordinated Research Data Cyberinfrastructure
 Data Awareness and Capacity Building
 Data Innovation and Data for Development
 Submitted strong proposal for international Data
Week 2018
Challenges & Resource
Needs
 No legislation and policy framework regarding Data – eg.
Institutional Data Policies, Data Governance structures
etc.
 No Coordinated Research Data Infrastructure
 No resources and budget to facilitate mobility of staff and
students for mobilisation, training, capacity building,
networking and collaboration meetings and events
Nationally, Regionally and Internationally – relying on
partners and collaborators
 No budget and resources to fund strategic flagship
projects on data and compute intensive problems of
National and Regional themes
Summary
 Research collaborations can be enhanced by substantial
and intensification investments to create multiple foci in a
multipolar scientific world
 Political support underpinnings and research strategies
and coordination are also important in enhancing
collaborations
 Regional collaborations are typically around resource
sharing and expertise
 Development of robust CI can also greatly enhance
research collaborations
 SADC is working towards a shared regional CI through a
proposed Framework
 Such a Framework could be extendible to the continen
Summary
 Data is an integral part of CI
 CI promotes data sharing through defined policies that
enable optimal establishment and utilization of cyber-
infrastructure; generation, analysis, transport as well as
stewardship of information
 As part of infrastructure development element of CIs,
trusted data repositories that are regionally inter-federated
can be established, together with Internationally
benchmarked policies and standards for data stewardship
 Open access, sharing and interoperability are also key
considerations

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Developments in connected regional SADC Cyberinfrastructure/Tshiamo Motshegwa

  • 1. Developments in connected regional SADC Cyberinfrastructure [to Support Data Sharing & Open Science] UBUNTUNET-CONNECT 2017, Addis Ababa, Ethiopia, 2nd – 3rd November 2017 Dr Tshiamo Motshegwa. Department of Computer Science, University of Botswana
  • 2. Outline • Patterns and trends in research collaborations • knowledge networks and nations • SADC Cyber-infrastructure Framework Initiative • CI as Technologies, skills, people and policies • Could CI enhance Data Sharing, Open Science and distort knowledge networks of nations • Summary & Further Talking Points
  • 3. Pattern & trends research collaborations
  • 4. Why Collaborate • Seeking Excellence – working with outstanding peers, benefits of scale, sharing burden of research of research, breaking down complex tasks • Benefits of joint authorship – citations per article vs number of collaborating countries • Capacity Building through collaboration – especially for developing countries • Access to facilities • Funding • Equipment • Networks • Geopolitical potential of Scientific collaborations
  • 5. Report Observations • Science is increasingly global • Addressing questions of global significance • Supported by Governments, business and philanthropists • Striking increased activity in particular countries • China overtaking Japan and Europe by publication output • Rapid developments in India, Brazil • New emergent scientific nations – Middle East, South East Asia, North Africa, Smaller European countries • Traditional scientific superpowers still lead the field • US , Western Europe and Japan invest heavily, gain substantial returns • Strengthening of traditional centers & Emergence of new players • Points to a multipolar scientific world • Distribution of scientific activity centered in widely dispersed hubs
  • 6. Who is collaborating with who and why?? And intensification over time – 1996-2008
  • 7.
  • 8.
  • 9. Observations – Methodology based around joint authorship • US dominant Role striking • Only 29% of research output of US is internationally collaborative • Yet international collaborations involving US account for 17% of all internationally collaborative papers • Other global and regional hubs stand out & Role of traditional scientific nations clear & there is growth elsewhere • Other trends ? – Linguistic and historical ties • France and collaborations Francophone countries
  • 10.
  • 11.
  • 12. Further Observations • Regional collaborations & Geographical proximity? • Not solely • Though strong examples of regional units around resource sharing and expertise • Addressing issues borne out of similar environmental conditions, hardware, physical resources or same language • Political support underpinnings and research strategies and coordination of efforts? EU, AU, ASEAN • Emerging regional ties & growing influence of some countries • Before 2000 SA one of many centers of collaborations between African countries -Senegal,Cameroon,Nigeria, Uganda, Morocco • By 2008,network growth, more papers, SA as a collaborative linchpin • Egypt and Sudan emerged as bridges between North and Sub Saharan Africa (Neither having been in the network prior) – increased Domestic production, substantial intensification of investments
  • 13. R & D Expenditure as % GDP[ Source World Bank]
  • 14. R & D Expenditure as % GDP[ Source World Bank]
  • 15. Are we funding Research in Africa – Consolidation vs Fragmentation? Source [https://www.pinterest.com/dorafragoso/carro%C3%A7a-de-burro/]
  • 16. SADC Cyberinfrastructure Framework [SADC member states & Working Group Approved 30th June 2016 at Joint Meeting of Ministers of Education& Training And Science & Technology]
  • 19.  Promotion of sustainable and equitable socio- economic growth • Economic wellbeing • Improved standards of living and quality of life • Industriliazation (2014)  Food Security, Land and Agriculture;  Infrastructure and Services;  Industry, trade, investment and Finance;  Human Resources development, science and Technology;  Natural Resources and environment;  Social Welfare, information and culture; and  Politics, diplomacy, international relations, peace and security SADC Common Agenda – Integration Declaration & Treaty of SADC
  • 20. SADC Governance & Decision Making [Source: A.Morgan, SADC Secretariat -1st East African Science, Technology & Innovation Regional Stakeholder Meeting 23 August 2016 Kigali, Rwanda[
  • 21.  SADC Treaty 1992  Regional Indicative Strategic Development Plan (RISDP 2005-2020) - Strategic directions wrt. to programmes & activities  Protocols e.g. SADC Protocol on STI 2008  Strategies  Strategic Plan on STI 2015-2020  SADC Industrialisation Strategy and Roadmap 2015-2063  Frameworks  SADC Cyber-Infrastructure Framework  SADC STI Climate Change Framework & Implementation Plan  Programmes e.g. SADC IKS Policy Platform, SADC Research Innovation Management Capacity  Drive towards SADC Vision 2050  AU Vision 2063 SADC Policy Framework
  • 22. The RISDP Priorities for 2015-2020 [Source: A.Morgan, SADC Secretariat -1st East African Science, Technology & Innovation Regional Stakeholder Meeting 23 August 2016 Kigali, Rwanda[
  • 23.
  • 25. Examples - UK e-Infrastructure “e-Infrastructure refers to a combination and interworking of digitally-based technology (hardware and software), resources (data, services, digital libraries), communications (protocols, access rights and networks), and the people and organisational structures needed to support modern, internationally leading collaborative research be it in the arts and humanities or the sciences. This definition reflects a broader understanding of e-Infrastructure as defined in the report “Delivering the UK’s e-Infrastructure for Research and Innovation.” [Research Councils UK]
  • 26. UK e-Infrastructure Investment ~£160M of funding covering 6 strands  Skills and training  High capacity network  Data storage and curation  Advanced software development (£30M + £7.5M)  Security and resilience  HPC hardware  National facilities (ARCHER)  Distributed facilities (e.g. DiRAC) [Source Science and Technology Facilities Council]
  • 29. United States of America-XSED
  • 33. Immediate Opportunities – sharing instruments?( Botswana
  • 34. Components of a CI  National Research Networks - Specialized broadband infrastructure networks and service providers for education, research and innovation ,  Computational Resources - Ranging from HPC to other computing capabilities ,  Data - tools and facilities (including repositories) to enable sharing and efficient datadriven discoveries, technologies and innovations,  Policies - To enable optimal establishment and utilization of cyber-infrastructure, generation, analysis, transport as well as stewardship of information, and  Human Capital - To make effective use of the Cyberinfrastructure.
  • 35. Vision & Goals  Vision –  An education, research and innovation environment that provides for human capital development and shared access to unique or distributed facilities to impact socio economic development in the SADC region and promote knowledge based economy  Adding value to Scientific Programmes by fostering partnerships and collaborations by developing regional cyberinfrastructure networks through interconnecting HPC centers, Scientists and Research on regional priority challenges  Goals  Promote high quality education, research and innovation  Build cyberinfrastructure capacity  Promote cyberinfrastructure Commons ( An environment to share education, research and innovation resources),  Accelerate Technology transfer, commercialization and industrialization in SADC
  • 36. Impact of a CI  National Bedrock of Digital age, Digital transformation, knowledge economy and Digital economies by virtue of impact on  e-Education/Leaning, E-Health, e-Gov,e-Agriculture  Regional Integration  Collaboration using CI  Using CI for sectorial collaboration, e.g. energy, education, health  Impact on industrialization , e.g. industry 4.0  Technology Transfer, commercialization as a consequence of research and education advances  Spectrum of other consequences  Citizen Science  Digital and Nationally shared information repositories vs libraries  Disciplines previously untouched by eScience/eResearch  Social media effect in social science, applications e.g. disaster recovery
  • 37. Alignment  AU Agenda 2063 – The Africa we want  STISA 2024 – Science Technology Innovation Strategy for Africa, 2024  SADC Treaty  SADC Protocol in Science, Technology & Innovation  RISDP Revised 2015 – Revised Indicative Strategic Development Plan  SADC Strategic Plan on STI (2015-2020)  RIDMP- Regional Infrastructure Development Master Plan -Digital SADC 2027  SADC Industrialization Strategy (2015 -2063)  ALL Botswana ICT and RSTI Policy and Strategy instruments
  • 38. SADC CI Framework SADC Strategic Plan on STI 2015 - 2020 Protocol on STI Revised Regional Indicative Strategic Development Plan, RISDP Industrialization Strategy and Roadmap Regional infrastructure Development Master Plan, RIMDP Alignment
  • 39. Focus Areas and Resourcing  Policy/Strategy Dev , institutionalization, implementation support  e.g SADC to develop Model Policy to be institutionalized by member states to create conducive environment for promotion of CI  Education, Research & Development and Innovation  Support existing and new Centers of Excellence and provide tools  CI Support for research by promoting collaborations and supporting flagship projects  Human Capital Development  Create a pool of CI experts  Train beneficiaries to fully exploit services, by incorporating mainstream elements of CI in Higher Education Curriculum and promoting e-Readiness for beneficiaries
  • 40.  Infrastructure Development  Infrastructure Sustainability (lifecycle management), establishment of RENs, HPC centers  Establish trusted data repositories that are regionally interfederated  Internationally benchmarked policies and standards for data stewardship  Open access, sharing and interoperability  Resource Mobilization, Communication, Awareness & Advocacy;  Strategic Partnerships Focus areas & Resourcing
  • 42. Implementation of CI Part I – High Performance Computing Infrastructure The SADC HPC ecosystem Project
  • 43. Situational Analysis - HPC  2011 SADC Survey on HPC landscape in member States  Needs analysis in terms of industries and availability and access to research communities  Highlighted sectors of Engineering, education, energy; Socio economic issues as climate change, health, knowledge sharing, mining, indigenous medicine  Region had strategic partnerships with international HPC institutions to facilitate acquisition and deployment of HPC equipment for initial systems  Texas Advanced Computing center (TACC), Cambridge HPCS,International Center For Theoretical Physics (ICTP) and STEM TREK  Summary of responses from member state indicated that members at various stages of development
  • 44. Objectives  To seed and set up a High Performance Computing facilities in the region to support and promote multidisciplinary research in data and compute intensive domains  To support training and teaching and curriculum enhancements in Computational Sciences, Distributed Systems, Parallel Programming, Machine Learning , Datascience.  To support existing data and compute intensive projects in the universities  To motivate countries to develop HPC and part of their National Intergated Cyberinfrastructure.
  • 45. Project Relevance & Impact  The facilities envisaged evolve into a nodes as part of Regional SADC regional cyber Infrastructure under the regional Cyber-infrastructure collaborative framework and form an African Research Cloud.  To develop capacity and human capital development in HPC and transferable Datascience skills in general and specific to global projects like SKA, AVN and H3Africa etc  Instrument for data and compute intensive National priority projects in Health, Environment, Energy and Agriculture  To facilitate acceleration of innovation and technology transfer
  • 50. HPC Ecosystems Project v1 RANGER PROJECT  20 Racks of Ranger delivered to South Africa  Eleven distributed within South Africa  Six distributed REGINALL  Each Rack 1040kg (560kg unpopulated) & consumed 22.5kW  Prototype set-up (1+1) made available for demonstration at CHPC & to support training initiatives
  • 51. University Of Botswana – CS Dept.
  • 52. CHPC Workshop For Botswana & Tanzania
  • 53.
  • 54.
  • 55. 19Southern African scholars attend workshop at TACC – Source Stem-Trek SADC-TACC Workshop@TACC
  • 56. SADC Delegates @ SC’15
  • 57. US/Pan-African Workshop: HPC On Common Ground @ SC16
  • 58. Upcoming - URISC@ SC’17 – Understanding Risk in Shared Cyberecosystems
  • 59. HPC ECOSYSTEMS GLOBAL MAP (2017-10+( Slide from HPC Ecosystems Project [Bryan Johnston, AceLab CHPC]
  • 60. HPC ECOSYSTEMS PROJECT v1 – Donations TACC Ranger C6100 Cambridge Slide from HPC Ecosystems Project [Bryan Johnston, AceLab CHPC]
  • 61.  “Cambridge”  Dell M1000e  192C; 576GB; ~2TB  “Ranger”  Sun Blade 6048 series  192C;384GB; 8GB CompactFlash  Rack total: 768C, 1536GB* * can make this double (1+1 config.)  “C6100”  Dell C6100 (Westmere) 288C; 864GB; ~24TB  South Africa  South African Universities  North West University (NWU) *  University of Fort Hare (UFH)  University of KwaZulu-Natal (UKZN)  University of Witwatersrand (Wits)  University of Venda (Univen)  Stellenbosch  Sol Plaatjie University  Other countries  University of Antananarivo (IOGA) *  University of Botswana (2+2)*  NUST (Namibia) (1+0)  UNAM (Namibia) (1+0)  ZAMREN (Zambia) (1+1)  University of Mauritius (1+1)  Ghana (1+0) Ghana Atomic Energy Commission (GSSTI / GAEC) *  Kenya, Mozambique ** Ecosystem Hardware & Sites Slide from HPC Ecosystems Project [Bryan Johnston, AceLab CHPC]
  • 62. Regional Deployments University of Botswana  SysAdmin workshop  30 people  +USA (SC’16+OCG)  Projects  Environmental  Chemistry  Biology  Engineering  Postgrad + U/G plans Namibia  SysAdmin workshop (Feb ‘17)  31 users (UNAM)  14 users (NUST)  +USA (SC’16+OCG) Slide from HPC Ecosystems Project [Bryan Johnston, AceLab CHPC]
  • 63. HPC Ecosystems Project v2  “Stampede”  Dell C8220 (Sandy Bridge)  10 chassis * 4 nodes  2 * Xeon E5-2680 8C 2.7Ghz (640C)  32GB RAM (~1.28TB RAM)  250GB HDD (~10TB)  SA  South African Universities n TBC *  Region  TBC *
  • 64. UBCS-CHPC HPC System Admin Training (Botswana)
  • 65. Stories : Badisa@CERN – Stem-Trek
  • 66. Stories : Badisa@CERN – Stem- Trek
  • 68. Progress to date – Example Utilisation (Botswana)  Bioinformatics : TB, HIV and Drug resistance project, 4 PhD Students from Biological Sciences Dep’t CafGEN, H3Africa Project (Prof Mpoloka)  Atmospheric Physics: Atmospheric Physics projects, 2 Research Staff from Physics Dep’t (Prof Adedoyin)  Computational Chemistry : Royal Society Computational Chemistry, Catalysis & Biofuels project, 3 PhD Students from Chemistry Dep’t (Prof Oyentunji)  Engineering: Computational Fluid Dynamics, Turbine Blade design project, 4 PhD students from Mechanical Engineering Dep’t (Prof Motsumi)  Computer Science - Natural Language processing : Speech Recognition project, 2 Research Staff from Computer Science Dep’t (Prof Ayelew)  Teaching & Training - Distributed Systems, Parallel Programming, Machine Learning, Datascience Teaching to students from Computer Science Dep’t, and HPC workshop: 46 students and attendees
  • 69. Challenges & Resource Needs ( e.g. Botswana)  No resources and budget to facilitate mobility of staff and students for mobilisation, training, capacity building, networking and collaboration meetings and events Nationally, Regionally and Internationally – relying on partners and collaborators  No budget and resources to fund strategic flagship projects on data and compute intensive problems of National and regional themes – relying on donor funds  No comprehensive University strategy or funding for computational research and data infrastructure
  • 70. Challenges & Resource Needs  No hardware replacement cycle plan and sustainable system upgrades to support users – Relying on Hardware donation from donor partners  Immediate Needs:  Inadequate storage support for current usage (nee 1 PB + vs 50TB )  Robust Research Data back-up – Currently None  cooling solution (currently 2 racks running vs 4)  No uninterruptible power supply (UPS) in the event of power failure  Additional RAM memory for applications like Bio-informatics and genomics  Need for equipped Training Lab for Workshops  Resources to facilitate mobility of staff and students for training, capacity building and networking
  • 71. Proposed Flagship projects  HPC And SADC Wildlife Protection & AntiPoaching: Institutional Collaborations for Impact and Sustainability  Goal - To reduce poaching and trafficking of protected species originating from Botswana through big data capture and analytics for strengthening enforcement and decision support for poaching interdiction and intervention.  Alignment & Collaboration  SADC Law Enforcement And Anti-Poaching Strategy 2016-2021 (LEAP).  Wildlife Enforcement Network for Southern Africa (WENSA)  SADC HPC subcommittee member states  South African institutions collaboration through BJC  US Africa Regional Combating Wildlife Trafficking initiative & US institutions
  • 72. Objectives & Resource Needs  Establish international collaborations and partnerships that support wildlife protection in Botswana, South Africa, and the other SADC member states through the best use of advanced computing and information communication technology (ICT);  Develop plans and assist implementation for developing advanced computing applications that improve law enforcement decision support to interdict wildlife poaching. These applications will use big data capture and analytics from existing and future ICT implemented for the purpose
  • 73. Objectives & Resource Needs  Support Botswana and South Africa advanced computing leadership with SADC member countries to coordinate a strategic focus with the Wildlife Enforcement Networks of Southern Africa (WENSA);  Development of technologies, Data Repositories, HPC & Data Analytics Platform  Way Forward  Individual meetings with stakeholders (within SADC countries)  Convening Stakeholders for common fact finding and consensus building  Convening stakeholders to clarify problem(s) to be addressed with advanced computing  Cost of meeting or convening stakeholders  Travel costs of international participants (Universities, NGOs, etc.) 
  • 74. Proposed Flagship projects  Distributed Patient Information Management System  Goal – To provide a Nationally distributed patient information management system and data analytic platform to support efficient service delivery and monitoring for HIV Testing, ARV programmes, PMTCT and Child Health.  Alignment & Collaboration  Botswana eHealth Strategy  Botswana Broadband Strategy.  Botswana ICT and RSTI Policy framework  MoH Integrated Patient Management System (IPMS)  MoH National Datawarehouse  Botswana-Harvard Partnership & PIMS system
  • 75. Objectives & Resource Needs  Establish a secure data network;  Establishment of a distributed database across districts  Establish National eHealth Data warehouse and repository  Interoperability, data security, data standards, data synchronisation protocols with National Data warehouse  Patient matching protocols and a data analytic platform for enhanced discovery and interventions
  • 76. Implementation of CI- Research and Educational Networks
  • 78. Progress to date – Mature NRENS  UbuntuNet Alliance as the internationally recognized Regional Research and Education Network for Southern and East Africa  Regional RENS (RRENs) support NRENs in establishing infrastructure and service capabilities  Ubuntu Alliance current SADC countries include DRC, Madagascar, Malawi, Mozambique, Namibia, South Africa, Tanzania and Zambia  Two mature NRENS in SADC – South Africa (Combined capabilities of SANReN + TENET) & Zambian ZAMREN  Several fledgling NRENs evolving, e.g. Mozambique MoREnet & Tanzania’s TENET  UbuntuNET and mature RENs support nascent RENS
  • 79. Proposed Flagship projects  Botswana Research Network (BotsREN/BotswanaREN)  Goal – To develop A National Research and Education Network (NREN) - a specialised wide area network service provider dedicated to supporting the needs of the research and education communities in Botswana  Alignment & Collaboration  Botswana Broadband Strategy.  Botswana ICT and RSTI Policy framework  UbuntuNET Alliance?  AfricanConnect II?
  • 80. Progress to date – Non Existent NRENS (e.g. Botswana)  Botswana REN Committee setup  Some Interaction with UbuntuNET Alliance  Company setup  Constitution  Terms Of Reference  Project before ministerial reconfiguration- Ministry portfolio now and coordination? Way Forward  Need for dedicated coordinating person appointed  To accelerate Engagement of UbuntuNet Alliance for assistance and AfricaConnect II?
  • 82. National Fibre Backbone Network Coverage BoFiNet has recently invested heavily in the national backbone infrastructure development since 2014. Over 8000km fibre cable deployed. Mainly DWDM equipment used, offering 40 wavelengths of 10Gb each capacity 152 localities connected to fibre network. ]Source: Botswana Fibre Network - BoFinet
  • 83. Implementation of CI- Human Capital Development – HPC, Data and Data science Training
  • 84. Situational Analysis -Data  Developments in SADC member States with regard to data, e.g.. e- government projects, data centers, open data and open government initiatives  South Africa’s DIRISA as a component of its NICIS  The Open Data Platform for Africa  from African Development Bank (AfDB) to boost access to quality data necessary for managing & monitoring development results including SDGs and African Action Plan 2063  The Africa Data Concensus – Strategy for implementing data revolution in Africa  Create new statistical landscape, open up field of data production and dissemination to state and non state actors  Adopted in 2015 at HLC on Data Revolution  Action plan will be guided by UNECA,AUC, AfDB, UNDP etc. in collaboration with PPP institutions and Civil society organizations
  • 85.
  • 86.
  • 88.
  • 89. [2016 School -Image Source : CODATA]
  • 90.
  • 91.
  • 92.
  • 93.
  • 94. Capacity Building Events  Events for 2017  African Open Science Platform (AOSP) and Research Data Alliance (RDA Workshop as part of the 14th General Conference of the AAU, Ghana, 5-8 June 2017, Accra, Ghana  University of Mauritius Software Carpentry, Jul 19-21, 2017  CODATA-RDA Research Data Science Applied workshops on Extreme sources of data, Bioinformatics and IoT/Big-Data Analytics – 24th -28th July 2017  SADC Ecosystems Workshop Wits University – 26th to 30th June 2017  RS-DfID Chem4energy Research SADC HPC Ecosystems 31st July to 4th August, 2017  The Second International Conference on the Internet, Cyber Security and Information Systems (ICICIS) 2017, 14th – 16th August, Sandton, Johannesburg,  International Workshop on Open Data for Sustainable Development Goals in Developing Countries, Antananarivo, Madagascar, 5-6 September 2017
  • 95. Upcoming Events  Events for 2017/2018  Software Carpentry and Data Carpentry Instructor Training, North-West University, October 9-11, 2017  University Of Botswana Software Carpentry and Data Carpentry , 23rd to 24th October 2017  Botswana Open Data Open Science National Forum, 30 to 31st October 2017  Supercomputing Conference SC17 & URISC@SC17: Cybersecurity Workshop, November 11-16, 2017, Denver, Colorado  UbuntuNet-Connect is the Annual Conference, 2-3 November 2017, Addis Ababa, Ethiopia  CODATA-RDA School of Research Data Science which will be held at ICTP-SAIFR, Sao Paolo, Brazil, 4-15 December 2017  International Conference On Internet, Cybersecurity and Information Systems - ICICIS 2018 Conference, Kasane, Botswana
  • 98. Proposed Flagship projects (Botswana)  Botswana Institutional Research Data Repositories  Goal – To develop a research data repository to facilitate open data and open science and develop model institutional data policies  Alignment & Collaboration  SADC Cyberinfrastructure Framework  African Open Science Platform ( AOSP)  Botswana Open Data Open Science (ODOS)  Botswana ICT and RSTI Policy framework  Academy of Science of South Africa  Botswana Academy of Sciences
  • 99. Example Initiatives (Botswana)  Botswana Open Data Open Science (ODOS)  Goal – To facilitate conversations on data in Botswana and amongst Botswana stakeholders  Alignment & Collaboration  Government and Botswana Data Stakeholders  SADC Cyberinfrastructure Framework  African Open Science Platform ( AOSP)  Botswana ICT and RSTI Policy framework  CODATA and RDA  Academy of Science of South Africa  Botswana Academy of Sciences
  • 100. Progress to date  ADHOC Steering Committee setup  Terms Of Reference of the Committee defined  Engagment with African Open Science Platform  Stakeholder CEO briefing and Committee endorsement done  Planning the Botswana National Data Forum  Data Legislation, Governance and Policy  Coordinated Research Data Cyberinfrastructure  Data Awareness and Capacity Building  Data Innovation and Data for Development  Submitted strong proposal for international Data Week 2018
  • 101. Challenges & Resource Needs  No legislation and policy framework regarding Data – eg. Institutional Data Policies, Data Governance structures etc.  No Coordinated Research Data Infrastructure  No resources and budget to facilitate mobility of staff and students for mobilisation, training, capacity building, networking and collaboration meetings and events Nationally, Regionally and Internationally – relying on partners and collaborators  No budget and resources to fund strategic flagship projects on data and compute intensive problems of National and Regional themes
  • 102. Summary  Research collaborations can be enhanced by substantial and intensification investments to create multiple foci in a multipolar scientific world  Political support underpinnings and research strategies and coordination are also important in enhancing collaborations  Regional collaborations are typically around resource sharing and expertise  Development of robust CI can also greatly enhance research collaborations  SADC is working towards a shared regional CI through a proposed Framework  Such a Framework could be extendible to the continen
  • 103. Summary  Data is an integral part of CI  CI promotes data sharing through defined policies that enable optimal establishment and utilization of cyber- infrastructure; generation, analysis, transport as well as stewardship of information  As part of infrastructure development element of CIs, trusted data repositories that are regionally inter-federated can be established, together with Internationally benchmarked policies and standards for data stewardship  Open access, sharing and interoperability are also key considerations