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Roadmap
Alpha Aug ‘18, Mainnet Mar ‘19
Energy Data
Access Management
with Ocean Protocol
Trent McConaghy
@trentmc0
Issue #1
Problem
solvers
Problem
owners GAP
Issue #1: gap between problem owners & problem solvers
Issue #2
The most valuable data
Is private data
Data
you
have
(Private)
Data you want
100 databases
1 database
Data
you
have
Data you want
100 databases
1 database
Privacy ↓ ↓ ↓
Control ↓ ↓ ↓
Accuracy ↑ ↑ ↑
Lives Saved ↑ ↑ ↑
More DataLess Data
Issue #2: Can’t get more data without privacy & control problems
Towards a Solution
Ocean is a decentralized network
for access management
f(x)
data provider
algorithm
compute provider storage provider
analytics
further processing
curation
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
#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
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
Accuracy ↑ ↑ ↑
Biz benefit↑ ↑ ↑
More DataLess Data
#2: Can get more data, while maintaining privacy & control
Privacy ✓
Control ✓
Ocean Commons: Open Data on an Open Substrate
commons.oceanprotocol.com
Ocean MantaRay: Data Science on Hosted Jupyter Notebooks
datascience.oceanprotocol.com
All Ocean Code is Open, With Thorough Docs
github.com/oceanprotocol, docs.oceanprotocol.com
Use Cases
Collaborator: EWF
Use Case: EWF-authenticated data (from internal, Web2, Web3)
authentication
Collaborator: Verv
Use case: Sell household energy meter data in a data marketplace,
with goal of $0 energy bills
[Image source: www.verv.energy]
Collaborators: ConnectedLife, TU Munich, NU Singapore
Use case: Better predict Parkinson’s by connecting data across
borders
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
About Ocean
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
Collaborators with Ocean Protocol
Conclusion
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

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Energy Data Access Management with Ocean Protocol

  • 1. Roadmap Alpha Aug ‘18, Mainnet Mar ‘19 Energy Data Access Management with Ocean Protocol Trent McConaghy @trentmc0
  • 3. Problem solvers Problem owners GAP Issue #1: gap between problem owners & problem solvers
  • 5. The most valuable data Is private data
  • 7. Data you have Data you want 100 databases 1 database
  • 8. Privacy ↓ ↓ ↓ Control ↓ ↓ ↓ Accuracy ↑ ↑ ↑ Lives Saved ↑ ↑ ↑ More DataLess Data Issue #2: Can’t get more data without privacy & control problems
  • 10. Ocean is a decentralized network for access management f(x) data provider algorithm compute provider storage provider analytics further processing curation
  • 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. #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. 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. Accuracy ↑ ↑ ↑ Biz benefit↑ ↑ ↑ More DataLess Data #2: Can get more data, while maintaining privacy & control Privacy ✓ Control ✓
  • 15. Ocean Commons: Open Data on an Open Substrate commons.oceanprotocol.com
  • 16. Ocean MantaRay: Data Science on Hosted Jupyter Notebooks datascience.oceanprotocol.com
  • 17. All Ocean Code is Open, With Thorough Docs github.com/oceanprotocol, docs.oceanprotocol.com
  • 19. Collaborator: EWF Use Case: EWF-authenticated data (from internal, Web2, Web3) authentication
  • 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. Collaborators: ConnectedLife, TU Munich, NU Singapore Use case: Better predict Parkinson’s by connecting data across borders
  • 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
  • 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
  • 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