Successfully reported this slideshow.
We use your LinkedIn profile and activity data to personalize ads and to show you more relevant ads. You can change your ad preferences anytime.

Energy Data Access Management with Ocean Protocol

115 views

Published on

Video: https://www.youtube.com/watch?v=lC50EARadwo&feature=youtu.be

Outline:
-Problem 1: Gap between problem owners & problem solvers
-Problem 2: Want more data for accuracy, but it raises privacy and control issues
-Solution: Decentralized orchestration as a foundation
-Solution 1: Connect problem owners and problem solvers with marketplaces & commons on top of foundation
-Solution 2: Bring compute to on-premise data
-Use cases & collaborators

Published in: Technology
  • Be the first to comment

  • Be the first to like this

Energy Data Access Management with Ocean Protocol

  1. 1. Roadmap Alpha Aug ‘18, Mainnet Mar ‘19 Energy Data Access Management with Ocean Protocol Trent McConaghy @trentmc0
  2. 2. Issue #1
  3. 3. Problem solvers Problem owners GAP Issue #1: gap between problem owners & problem solvers
  4. 4. Issue #2
  5. 5. The most valuable data Is private data
  6. 6. Data you have (Private) Data you want 100 databases 1 database
  7. 7. Data you have Data you want 100 databases 1 database
  8. 8. Privacy ↓ ↓ ↓ Control ↓ ↓ ↓ Accuracy ↑ ↑ ↑ Lives Saved ↑ ↑ ↑ More DataLess Data Issue #2: Can’t get more data without privacy & control problems
  9. 9. Towards a Solution
  10. 10. Ocean is a decentralized network for access management f(x) data provider algorithm compute provider storage provider analytics further processing curation
  11. 11. Ocean is a decentralized network for access management Ocean unlocks solutions for issues #1 & #2 Decentralized orchestration f ( x ) privat e data modeling algorithm privately train model private model model predictio ns Data stays behind firewall f(x ) data provider algorithm compute provider storage provider analytics further processing curation Issue #1 solution Issue #2 solution
  12. 12. #1: Connect problem owners with problem solvers via a unified “public utility” substrate Data sharing platform DSP Data commons Data science tools (sklearn, Tensorflow, ..) DM Problem solvers (data scientists) Govts, NGOs, enterprises With data & compute Unified “public utility” substrate Data market
  13. 13. Decentralized orchestration #2: Unlock the benefit of more data while keeping control & privacy: bring AI compute to the data f(x) private data modeling algorithm privately train model private model model predictions Data stays behind firewall
  14. 14. Accuracy ↑ ↑ ↑ Biz benefit↑ ↑ ↑ More DataLess Data #2: Can get more data, while maintaining privacy & control Privacy ✓ Control ✓
  15. 15. Ocean Commons: Open Data on an Open Substrate commons.oceanprotocol.com
  16. 16. Ocean MantaRay: Data Science on Hosted Jupyter Notebooks datascience.oceanprotocol.com
  17. 17. All Ocean Code is Open, With Thorough Docs github.com/oceanprotocol, docs.oceanprotocol.com
  18. 18. Use Cases
  19. 19. Collaborator: EWF Use Case: EWF-authenticated data (from internal, Web2, Web3) authentication
  20. 20. Collaborator: Verv Use case: Sell household energy meter data in a data marketplace, with goal of $0 energy bills [Image source: www.verv.energy]
  21. 21. Collaborators: ConnectedLife, TU Munich, NU Singapore Use case: Better predict Parkinson’s by connecting data across borders
  22. 22. Collaborator: You? Use Case: Energy data access management among your org’s offices, or between your org & collaborators. “Google drive without the Google” Substrate: Your own private net, EWF net, or Ocean public net Org1 Org3 OrgN Org2 Access mgmt
  23. 23. About Ocean
  24. 24. On Ocean Protocol Is: • A protocol (standard): specifications of how machines communicate • And, a community: 8K stakeholders, 250 ambassadors, 30 advisors • And, a nonprofit foundation to steward the protocol & community • And, networks that implement the protocol, both public & private Characteristics of protocol / networks: • Decentralized – no single point of failure • Global & open (public network), or local (private networks) • Reconciles privacy • Can plug in legals
  25. 25. Collaborators with Ocean Protocol
  26. 26. Conclusion
  27. 27. Ocean Protocol does access management for (energy) data Decentralized orchestration f ( x ) private data modeling algorithm privately train model private model model predictions Data stays behind firewall #1: Connect problem owners and problem solvers #2: Unlock benefits of more data without losing control or privacy Ocean is open to the EWF ecosystem to use, please reach out! trent@oceanprotocol.com or @trentmc0

×