UN Global Platform Mark Craddock #UNGlobalPlatform @mcraddock @UNBigData 1 #UNGlobalPlatform
A global collaboration to harness the power of data for better lives 2 #UNGlobalPlatform
Leave no one behind Endeavour to reach the furthest behind first #UNGlobalPlatform
UN GWG (Big) Data Membership Australia; Bangladesh; Brazil; United Nations Statistics Division, Cameroon; Canada; China; United Nations Economic Commission Colombia; Denmark; Egypt; for Africa , Nations Economic and Germany; Indonesia; Ireland; Italy; Social Commission for Asia and the Mexico; Morocco; Poland; Pacific, United Nations Economic Netherlands; Oman; Pakistan; Commission for Europe, United Nations Philippines; Republic of Korea; Statistical Institute for Asia and the Saudi Arabia; Switzerland; United Pacific, United Nations Global Pulse, Arab Emirates; United Kingdom; International Telecommunication United Republic of Tanzania; Union, Universal Postal Union, African United States of America Development Bank; CARICOM, GCCSTAT, Eurostat/European Commission, International Monetary Fund, OECD, World Bank 4 #UNGlobalPlatform
Become a trusted partner modernize Access statistics the new and platform analysis Using the Discover Platform Learn from new data best and practice methods Set-up project Share based data collaboration 5 #UNGlobalPlatform
#UNGlobalPlatform
“ The world is drowning in data and thirsty for insights @rebeccatmoore Director, Google Earth, Earth Engine & Earth Outreach at Google 7 #UNGlobalPlatform
“ The world is drowning …….. 8 #UNGlobalPlatform
Satellite Location Imagery Marketplace Analytics Service Earth Observation Service Online Trusted Community Global ADS-B Methods Billing Service Developers Service AIS ML Ready 9 #UNGlobalPlatform
Holding Government to Account Using Platform Thinking ( not technology platform ) #UNGlobalPlatform
Wardley Maps 11 #UNGlobalPlatform
Wardley Mapping ◎ Platform Strategy ◎ Platform Business Model (Organisation) ◎ Platform Services ◎ Technology Strategy Handbook ◎ Privacy Preserving Techniques Handbook ◎ Digital Services Roadmap 12 #UNGlobalPlatform
Platform Business Model ◎ Shaping an ecosystem Means of connection ◎ Utilise the network efgects ◎ Aggregates supply and Orchestrates Ecosystem demand Removes Platform ◎ Remove frictions Friction Business ◎ Can have more than one Model type of value exchange Utilise going on Network Aggregates Effects Supply and Demand 13 #UNGlobalPlatform
Platform Business Models are also one of the best organisational structures for enabling rapid evolution #UNGlobalPlatform
Visible Uncharted Industrialised Digital Platform Trusted Data, Methods, Applications & Services Secure Digital Industrialisation Global Analytics Platform Data Team Support Value Chain Data Processing Platform Service Visualisation Secure Analytics Fund Raising Improvement Computation Revenue Marketing Management Social Funding Sources Media Event Foreign Aid Private Sector Philanthropy Academia NSOs Management Training Corporate Finance Value Social Do Good Management Responsibility Invisible Genesis Custom Built Product (+ rental) Commodity (+ utility) Evolution Concept Hypothesis Theory Accepted
Technology Strategy Handbook ◎ Wardley Mapping ◎ Cloud ◎ Machine Learning ◎ Big Data ◎ Serverless ◎ IoT ◎ Privacy Preserving Techniques 16 #UNGlobalPlatform
Privacy Preserving Techniques Handbook ◎ Multi-party Computation ◎ Fully Homomorphic Encryption ◎ Zero Knowledge Proofs ◎ Trusted Execution Environments ◎ Difgerential Privacy 17 #UNGlobalPlatform
Privacy Preserving Techniques ◎ UN Privacy Preserving Techniques Handbook ◎ Wardley Maps ◎ Proof of Concepts ◉ Health Statistics ◉ Trade Statistics 18 #UNGlobalPlatform
Visible Uncharted Industrialised Legend User Need NSOs Practice Data Official Knowledge Statistics See relevant Algorithms & Public Data sub-map Mathematics Sensitive Out of our scope Data Policy for Social Technical sharing data agreement Controls Value Chain to share data Contractual Policy Agreement Enforcement Technology Protection during or after Protection Protection computation at rest in transit System level Security Output Input Privacy Privacy Cryptography, ZKP Traditional e.g. AES Disclosure Cryptography, MPC TEE Controls Invisible e.g., TLS FHE DP Genesis Custom Built Product (+ rental) Commodity (+ utility) Evolution Novel Emerging Good Best
Visible Up to MPC Sub-map Uncharted Industrialised top-level map Trust in MPC Computer MPC NSOs Commercial Intelligence Military Science Scientists Vendors Services Academia Usability of MPC Cryptographic Proofs Efficiency Value Chain Education for MPC Systems Functionality about MPC Data Privacy Certifications Industrialise Cloud IDEs Programming Sound Theory Environments Industrialise of Operation Fully Installation & functional Configuration MPC libraries Benchmark Invisible Tools Suites Genesis Custom Built Product (+ rental) Commodity (+ utility) Evolution Novel Emerging Good Best
Visible Up to HE Sub-map Uncharted Industrialised top-level map Trust in HE Computer FE NSOs Commercial Intelligence Military Science Scientists Vendors Services Academia Usability of HE Sound Theory Cryptographic of Proofs Operation Value Chain Education for HE Systems Functionality Efficiency about HE Data Privacy Certifications Industrialise Fully Cloud IDEs functional Programming HE libraries Environments Industrialise Installation & Configuration Benchmark Invisible Tools Suites Genesis Custom Built Product (+ rental) Commodity (+ utility) Evolution Novel Emerging Good Best
Visible Up to DP Sub-map Uncharted Industrialised top-level map Trust in DP Computer DP NSOs Intelligence Military Commercial Science Scientists Services Vendors Academia Usability of DP Cryptographic Proofs Efficiency Value Chain Education for DP Systems Functionality about DP Data Privacy Certifications Sound Theory of Operation Industrialise Cloud IDEs Programming Environments Industrialise Fully Installation & functional Configuration DP systems Benchmark Invisible Tools Suites Genesis Custom Built Product (+ rental) Commodity (+ utility) Evolution Novel Emerging Good Best
Visible Up to TEE Sub-map Uncharted Industrialised top-level map Trust in TEE Computer TEE NSOs Intelligence Military Commercial Science Scientists Services Vendors Academia Usability of TEE Education about TEE Cryptographic Proofs Efficiency Value Chain for TEE Systems Functionality Data Privacy Certifications Sound Theory of Operation Industrialise Cloud Programming IDEs Environments Fully Installation & functional Configuration TEE systems Cloud Invisible Tools Benchmark SGX Suites Genesis Custom Built Product (+ rental) Commodity (+ utility) Evolution Novel Emerging Good Best
Visible Up to ZKP Sub-map Uncharted Industrialised top-level map Trust in ZKP Computer ZKP NSOs Intelligence Military Commercial Science Scientists Services Vendors Academia Usability of ZKP Sound Theory of Operation Efficiency Value Chain Education Functionality about ZKP Data Privacy Certifications ZK Proof Construction Industrialise and Verification Tools Industrialise Practicality for Complex Trusted Setup Invisible Statements Benchmark Suites Genesis Custom Built Product (+ rental) Commodity (+ utility) Evolution Novel Emerging Good Best
Is Data A Commodity? 25 #UNGlobalPlatform
…. It Depends (well … it is in Denmark 😊 ) 26 #UNGlobalPlatform
National Statistics Offices (NSO) ◎ 100,000+ Stafg Globally ◎ Methodology ◎ Algorithms ◎ Data ◉ Admin Data (Government) ◉ Micro Data (Data) ◉ Ying/Yang Data/Algos 27 #UNGlobalPlatform
Visible Uncharted Industrialised National Official Statistic Statistics Offices (NSO) Artificial Intelligence Serverless Data Science Machine Cloud Learning Methodology Value Chain New Pricing Economics Surveys Novel Algorithms Admin Data New Big Data Geolocation Surveys Novel Data Source Invisible New Point Administration Big Data Geolocation Surveys Novel Clouds Data Genesis Custom Built Product (+ rental) Commodity (+ utility) Evolution Unmodelled Divergent Convergent Modelled
Visible Uncharted Industrialised National Official Statistic Statistics Offices (NSO) Artificial Intelligence Serverless Data NSOs Here! Science Machine Cloud Learning Methodology Value Chain New Pricing Economics Surveys Novel Algorithms Admin Data New Big Data Geolocation Surveys Novel Data Source Invisible New Point Administration Big Data Geolocation Surveys Novel Clouds Data Genesis Custom Built Product (+ rental) Commodity (+ utility) Evolution Unmodelled Divergent Convergent Modelled
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