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FROM ‘GRID’ TO ‘CLOUD’ 
Economic Model Evolution & Policy Implications 
Prof. Thierry Rayna 
t.rayna@novancia.fr 
@ThierryRayna 
© Thierry Rayna 2014. Some rights reserved. 
Except when otherwise noted, this work is licensed under 
a Creative Commons Attribution 4.0 International License. 
http://creativecommons.org/licenses/by/4.0/
ABOUT ME… 
• Professor of Economics, Novancia Business School Paris 
• Affiliate Professor, Imperial College London 
• Internet Centre (Social Computing Group) 
• Associate Editor, Int. J. of Manufacturing Technology & 
Management 
© Thierry Rayna 2014. Some rights reserved. 
Except when otherwise noted, this work is licensed under 
a Creative Commons Attribution 4.0 International License. 
http://creativecommons.org/licenses/by/4.0/
UNDERSTANDING THE PAST 
OF CLOUD COMPUTING TO 
HELP UNDERTAND ITS FUTURE 
© Thierry Rayna 2014. Some rights reserved. 
Except when otherwise noted, this work is licensed under 
a Creative Commons Attribution 4.0 International License. 
http://creativecommons.org/licenses/by/4.0/
GRID VS CLOUD 
© Thierry Rayna 2014. Some rights reserved. 
Except when otherwise noted, this work is licensed under 
a Creative Commons Attribution 4.0 International License. 
http://creativecommons.org/licenses/by/4.0/
GRIDECON 
• “Grid Economics & Business Models” 
• European Framework Programme 6 
• € 2,300,000 
• July 2006 – April 2009 
© Thierry Rayna 2014. Some rights reserved. 
Except when otherwise noted, this work is licensed under 
a Creative Commons Attribution 4.0 International License. 
http://creativecommons.org/licenses/by/4.0/
© Thierry Rayna 2014. Some rights reserved. 
Except when otherwise noted, this work is licensed under 
a Creative Commons Attribution 4.0 International License. 
http://creativecommons.org/licenses/by/4.0/
WHAT IS “GRID”? 
© Thierry Rayna 2014. Some rights reserved. 
Except when otherwise noted, this work is licensed under 
a Creative Commons Attribution 4.0 International License. 
http://creativecommons.org/licenses/by/4.0/
WHAT IS “GRID”? 
A network of PCs? – 
A network of supercomputers? Scenario 1 
Centralised providers Scenario 2 
© Thierry Rayna 2014. Some rights reserved. 
Except when otherwise noted, this work is licensed under 
a Creative Commons Attribution 4.0 International License. 
http://creativecommons.org/licenses/by/4.0/
WHAT IS “GRID”? 
A network of PCs? – 
A network of supercomputers? Scenario 1 
Centralised providers Scenario 2 
© Thierry Rayna 2014. Some rights reserved. 
Except when otherwise noted, this work is licensed under 
a Creative Commons Attribution 4.0 International License. 
http://creativecommons.org/licenses/by/4.0/
SCENARIOS 
• Scenario 1: Grid Commodity Market 
• Scenario 2: Differentiated market 
© Thierry Rayna 2014. Some rights reserved. 
Except when otherwise noted, this work is licensed under 
a Creative Commons Attribution 4.0 International License. 
http://creativecommons.org/licenses/by/4.0/
SCENARIO I 
GRID COMMODITY MARKET 
© Thierry Rayna 2014. Some rights reserved. 
Except when otherwise noted, this work is licensed under 
a Creative Commons Attribution 4.0 International License. 
http://creativecommons.org/licenses/by/4.0/
COMPUTER GRID 
• Inspired by electricity grid: 
• market for trading computing resources 
• mix of large and small providers 
• commoditised product 
• market mechanisms 
© Thierry Rayna 2014. Some rights reserved. 
Except when otherwise noted, this work is licensed under 
a Creative Commons Attribution 4.0 International License. 
http://creativecommons.org/licenses/by/4.0/
A MARKET FOR GRID 
RESOURCES 
• A few centralised market places (aiming at global market) 
• ‘bid-ask’ mechanism 
• Forwards, options, swaps 
• Brokers and other planning and aggregating agents 
© Thierry Rayna 2014. Some rights reserved. 
Except when otherwise noted, this work is licensed under 
a Creative Commons Attribution 4.0 International License. 
http://creativecommons.org/licenses/by/4.0/
≠ 
© Thierry Rayna 2014. Some rights reserved. 
Except when otherwise noted, this work is licensed under 
a Creative Commons Attribution 4.0 International License. 
http://creativecommons.org/licenses/by/4.0/
COMPUTING OBSTACLES 
• Computing ressources multidimensional (speed, memory, 
storage) 
• Challenges to distribute computer processes 
• ‘Freezing’ processes 
• Scheduling jobs (interdependencies) 
• Failed jobs 
© Thierry Rayna 2014. Some rights reserved. 
Except when otherwise noted, this work is licensed under 
a Creative Commons Attribution 4.0 International License. 
http://creativecommons.org/licenses/by/4.0/
SCENARIO 2 
DIFFERENTIATED MARKET 
© Thierry Rayna 2014. Some rights reserved. 
Except when otherwise noted, this work is licensed under 
a Creative Commons Attribution 4.0 International License. 
http://creativecommons.org/licenses/by/4.0/
DIFFERENTIATED MARKET 
• Providers of computing power and capacity of various sizes 
• Non-commoditisation 
• Market segmentation 
• Relatively few intermediaries (vertical integration) 
© Thierry Rayna 2014. Some rights reserved. 
Except when otherwise noted, this work is licensed under 
a Creative Commons Attribution 4.0 International License. 
http://creativecommons.org/licenses/by/4.0/
HOW THINGS ACTUALLY 
LOOKED 
© Thierry Rayna 2014. Some rights reserved. 
Except when otherwise noted, this work is licensed under 
a Creative Commons Attribution 4.0 International License. 
http://creativecommons.org/licenses/by/4.0/
HOW GRID/CLOUD LOOKED LIKE 
© Thierry Rayna 2014. Some rights reserved. 
Except when otherwise noted, this work is licensed under 
a Creative Commons Attribution 4.0 International License. 
http://creativecommons.org/licenses/by/4.0/
CLOUD COMPUTING C. 1996 
© Thierry Rayna 2014. Some rights reserved. 
Except when otherwise noted, this work is licensed under 
a Creative Commons Attribution 4.0 International License. 
http://creativecommons.org/licenses/by/4.0/
INDUSTRY OBSTACLES 
• Economic model based on idleness and redundancy 
• Planned obsolescence 
• Little rationale for remote storage 
• Slow network 
• No point of not storing locally 
© Thierry Rayna 2014. Some rights reserved. 
Except when otherwise noted, this work is licensed under 
a Creative Commons Attribution 4.0 International License. 
http://creativecommons.org/licenses/by/4.0/
YET, IT HAPPENED! 
© Thierry Rayna 2014. Some rights reserved. 
Except when otherwise noted, this work is licensed under 
a Creative Commons Attribution 4.0 International License. 
http://creativecommons.org/licenses/by/4.0/
Figure 12. Personal Cloud Storage—Growth in Users 
Source: Cisco Global Cloud Index, 2013–2018; Juniper Research 
Figure 13 demonstrates the projected and growing MORE Internet access at a North America and Western Europe CONSUMERS 
expansion of consumer cloud storage in relation to multiple device usage 
regional level in 2018. The high adoption of consumer cloud storage services as depicted by the size of the bubble for those regions clearly shows a correlation with the regional consumer Internet penetration as well as average of devices per consumer. For for other regions, please refer to Appendix F. 
Figure 13. Personal Cloud Storage Accelerated by Growth in Internet Access and Multidevice Ownership 
© Thierry Rayna 2014. Some rights reserved. 
Except when otherwise noted, this work is licensed under 
a Creative Commons Attribution 4.0 International License. 
http://creativecommons.org/licenses/by/4.0/
MORE CONSUMPTION 
© Thierry Rayna 2014. Some rights reserved. 
Except when otherwise noted, this work is licensed under 
a Creative Commons Attribution 4.0 International License. 
http://creativecommons.org/licenses/by/4.0/
SO WHAT HAS CHANGED? 
© Thierry Rayna 2014. Some rights reserved. 
Except when otherwise noted, this work is licensed under 
a Creative Commons Attribution 4.0 International License. 
http://creativecommons.org/licenses/by/4.0/
MOORE HITS A WALL 
© Thierry Rayna 2014. Some rights reserved. 
Except when otherwise noted, this work is licensed under 
a Creative Commons Attribution 4.0 International License. 
http://creativecommons.org/licenses/by/4.0/
THE PC BECOMES OBSOLETE 
© Thierry Rayna 2014. Some rights reserved. 
Except when otherwise noted, this work is licensed under 
a Creative Commons Attribution 4.0 International License. 
http://creativecommons.org/licenses/by/4.0/
Google net income 
DATA BECOMES VALUABLE 
© Thierry Rayna 2014. Some rights reserved. 
Except when otherwise noted, this work is licensed under 
a Creative Commons Attribution 4.0 International License. 
http://creativecommons.org/licenses/by/4.0/
SO WHAT CAN WE LEARN 
FROM GRID? 
© Thierry Rayna 2014. Some rights reserved. 
Except when otherwise noted, this work is licensed under 
a Creative Commons Attribution 4.0 International License. 
http://creativecommons.org/licenses/by/4.0/
A PARADOXE 
© Thierry Rayna 2014. Some rights reserved. 
Except when otherwise noted, this work is licensed under 
a Creative Commons Attribution 4.0 International License. 
http://creativecommons.org/licenses/by/4.0/
IT IS CLOUD… 
© Thierry Rayna 2014. Some rights reserved. 
Except when otherwise noted, this work is licensed under 
a Creative Commons Attribution 4.0 International License. 
http://creativecommons.org/licenses/by/4.0/
… BUT IS IT COMPUTING? 
© Thierry Rayna 2014. Some rights reserved. 
Except when otherwise noted, this work is licensed under 
a Creative Commons Attribution 4.0 International License. 
http://creativecommons.org/licenses/by/4.0/
THIS IS (MOBILE) COMPUTING 
© Thierry Rayna 2014. Some rights reserved. 
Except when otherwise noted, this work is licensed under 
a Creative Commons Attribution 4.0 International License. 
http://creativecommons.org/licenses/by/4.0/
THE CLOUD PARADOXE 
• What made Scenario 1 challenging and Scenario 2 vertically 
concentrated was the use of computing power 
• A large part of cloud computing nowadays relate to storage, 
not computing power 
• Storage IS a commodity! 
© Thierry Rayna 2014. Some rights reserved. 
Except when otherwise noted, this work is licensed under 
a Creative Commons Attribution 4.0 International License. 
http://creativecommons.org/licenses/by/4.0/
CURRENT ISSUES WITH 
CLOUD 
• Often mentioned are: 
• Security 
• Privacy 
• Regulatory compliance 
• Integration 
• Provider transparency 
• Ability to customise 
• Reliability 
• Viability of provider 
• Lock-in 
• Cross-border restriction 
© Thierry Rayna 2014. Some rights reserved. 
Except when otherwise noted, this work is licensed under 
a Creative Commons Attribution 4.0 International License. 
http://creativecommons.org/licenses/by/4.0/
UNLOCKING THE CLOUD 
• A significant number of concerns and adoption barriers relate 
to vertical integration and ex-post incompatibilities 
• While not all types of cloud resources can be traded in an 
open market, some can 
• Little rationale from an economic perspective to keep a closed 
system 
© Thierry Rayna 2014. Some rights reserved. 
Except when otherwise noted, this work is licensed under 
a Creative Commons Attribution 4.0 International License. 
http://creativecommons.org/licenses/by/4.0/
WHICH POLICIES FOR 
CLOUD? 
• Little/no rationale for such vertical integration 
• Creates/reinforces giants (artificially) 
• Hinders adoption 
• Creates regulation nightmares 
• Causes security issues 
• Need to promote (existing) open standards and uncouple 
software/storage 
© Thierry Rayna 2014. Some rights reserved. 
Except when otherwise noted, this work is licensed under 
a Creative Commons Attribution 4.0 International License. 
http://creativecommons.org/licenses/by/4.0/
SPECIAL ISSUE: “LEVERAGING 
TECHNOLOGICAL CHANGE: THE ROLE OF 
BUSINESS MODELS AND ECOSYSTEMS” 
• Prof. P.-J. Benghozi (X/CNRS), 
Prof. T. Rayna (Novancia), Dr E. 
Salvador (École Polytechnique), 
Dr L. Striukova (UCL) 
• Int. J. of Technology Management 
• Cat. 3 (2*) FNEGE/CNRS 
• Deadline: 31 Oct. 2014 
30 Nov. 2014 
© Thierry Rayna 2014. Some rights reserved. 
Except when otherwise noted, this work is licensed under 
a Creative Commons Attribution 4.0 International License. 
http://creativecommons.org/licenses/by/4.0/
QUESTIONS? t.rayna@imperial.ac.uk 
@ThierryRayna 
© Thierry Rayna 2014. Some rights reserved. 
Except when otherwise noted, this work is licensed under 
a Creative Commons Attribution 4.0 International License. 
http://creativecommons.org/licenses/by/4.0/

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From Grid to Cloud: Economic Model Evolution and Policy Implications

  • 1. FROM ‘GRID’ TO ‘CLOUD’ Economic Model Evolution & Policy Implications Prof. Thierry Rayna t.rayna@novancia.fr @ThierryRayna © Thierry Rayna 2014. Some rights reserved. Except when otherwise noted, this work is licensed under a Creative Commons Attribution 4.0 International License. http://creativecommons.org/licenses/by/4.0/
  • 2. ABOUT ME… • Professor of Economics, Novancia Business School Paris • Affiliate Professor, Imperial College London • Internet Centre (Social Computing Group) • Associate Editor, Int. J. of Manufacturing Technology & Management © Thierry Rayna 2014. Some rights reserved. Except when otherwise noted, this work is licensed under a Creative Commons Attribution 4.0 International License. http://creativecommons.org/licenses/by/4.0/
  • 3. UNDERSTANDING THE PAST OF CLOUD COMPUTING TO HELP UNDERTAND ITS FUTURE © Thierry Rayna 2014. Some rights reserved. Except when otherwise noted, this work is licensed under a Creative Commons Attribution 4.0 International License. http://creativecommons.org/licenses/by/4.0/
  • 4. GRID VS CLOUD © Thierry Rayna 2014. Some rights reserved. Except when otherwise noted, this work is licensed under a Creative Commons Attribution 4.0 International License. http://creativecommons.org/licenses/by/4.0/
  • 5. GRIDECON • “Grid Economics & Business Models” • European Framework Programme 6 • € 2,300,000 • July 2006 – April 2009 © Thierry Rayna 2014. Some rights reserved. Except when otherwise noted, this work is licensed under a Creative Commons Attribution 4.0 International License. http://creativecommons.org/licenses/by/4.0/
  • 6. © Thierry Rayna 2014. Some rights reserved. Except when otherwise noted, this work is licensed under a Creative Commons Attribution 4.0 International License. http://creativecommons.org/licenses/by/4.0/
  • 7. WHAT IS “GRID”? © Thierry Rayna 2014. Some rights reserved. Except when otherwise noted, this work is licensed under a Creative Commons Attribution 4.0 International License. http://creativecommons.org/licenses/by/4.0/
  • 8. WHAT IS “GRID”? A network of PCs? – A network of supercomputers? Scenario 1 Centralised providers Scenario 2 © Thierry Rayna 2014. Some rights reserved. Except when otherwise noted, this work is licensed under a Creative Commons Attribution 4.0 International License. http://creativecommons.org/licenses/by/4.0/
  • 9. WHAT IS “GRID”? A network of PCs? – A network of supercomputers? Scenario 1 Centralised providers Scenario 2 © Thierry Rayna 2014. Some rights reserved. Except when otherwise noted, this work is licensed under a Creative Commons Attribution 4.0 International License. http://creativecommons.org/licenses/by/4.0/
  • 10. SCENARIOS • Scenario 1: Grid Commodity Market • Scenario 2: Differentiated market © Thierry Rayna 2014. Some rights reserved. Except when otherwise noted, this work is licensed under a Creative Commons Attribution 4.0 International License. http://creativecommons.org/licenses/by/4.0/
  • 11. SCENARIO I GRID COMMODITY MARKET © Thierry Rayna 2014. Some rights reserved. Except when otherwise noted, this work is licensed under a Creative Commons Attribution 4.0 International License. http://creativecommons.org/licenses/by/4.0/
  • 12. COMPUTER GRID • Inspired by electricity grid: • market for trading computing resources • mix of large and small providers • commoditised product • market mechanisms © Thierry Rayna 2014. Some rights reserved. Except when otherwise noted, this work is licensed under a Creative Commons Attribution 4.0 International License. http://creativecommons.org/licenses/by/4.0/
  • 13. A MARKET FOR GRID RESOURCES • A few centralised market places (aiming at global market) • ‘bid-ask’ mechanism • Forwards, options, swaps • Brokers and other planning and aggregating agents © Thierry Rayna 2014. Some rights reserved. Except when otherwise noted, this work is licensed under a Creative Commons Attribution 4.0 International License. http://creativecommons.org/licenses/by/4.0/
  • 14. ≠ © Thierry Rayna 2014. Some rights reserved. Except when otherwise noted, this work is licensed under a Creative Commons Attribution 4.0 International License. http://creativecommons.org/licenses/by/4.0/
  • 15. COMPUTING OBSTACLES • Computing ressources multidimensional (speed, memory, storage) • Challenges to distribute computer processes • ‘Freezing’ processes • Scheduling jobs (interdependencies) • Failed jobs © Thierry Rayna 2014. Some rights reserved. Except when otherwise noted, this work is licensed under a Creative Commons Attribution 4.0 International License. http://creativecommons.org/licenses/by/4.0/
  • 16. SCENARIO 2 DIFFERENTIATED MARKET © Thierry Rayna 2014. Some rights reserved. Except when otherwise noted, this work is licensed under a Creative Commons Attribution 4.0 International License. http://creativecommons.org/licenses/by/4.0/
  • 17. DIFFERENTIATED MARKET • Providers of computing power and capacity of various sizes • Non-commoditisation • Market segmentation • Relatively few intermediaries (vertical integration) © Thierry Rayna 2014. Some rights reserved. Except when otherwise noted, this work is licensed under a Creative Commons Attribution 4.0 International License. http://creativecommons.org/licenses/by/4.0/
  • 18. HOW THINGS ACTUALLY LOOKED © Thierry Rayna 2014. Some rights reserved. Except when otherwise noted, this work is licensed under a Creative Commons Attribution 4.0 International License. http://creativecommons.org/licenses/by/4.0/
  • 19. HOW GRID/CLOUD LOOKED LIKE © Thierry Rayna 2014. Some rights reserved. Except when otherwise noted, this work is licensed under a Creative Commons Attribution 4.0 International License. http://creativecommons.org/licenses/by/4.0/
  • 20. CLOUD COMPUTING C. 1996 © Thierry Rayna 2014. Some rights reserved. Except when otherwise noted, this work is licensed under a Creative Commons Attribution 4.0 International License. http://creativecommons.org/licenses/by/4.0/
  • 21. INDUSTRY OBSTACLES • Economic model based on idleness and redundancy • Planned obsolescence • Little rationale for remote storage • Slow network • No point of not storing locally © Thierry Rayna 2014. Some rights reserved. Except when otherwise noted, this work is licensed under a Creative Commons Attribution 4.0 International License. http://creativecommons.org/licenses/by/4.0/
  • 22. YET, IT HAPPENED! © Thierry Rayna 2014. Some rights reserved. Except when otherwise noted, this work is licensed under a Creative Commons Attribution 4.0 International License. http://creativecommons.org/licenses/by/4.0/
  • 23. Figure 12. Personal Cloud Storage—Growth in Users Source: Cisco Global Cloud Index, 2013–2018; Juniper Research Figure 13 demonstrates the projected and growing MORE Internet access at a North America and Western Europe CONSUMERS expansion of consumer cloud storage in relation to multiple device usage regional level in 2018. The high adoption of consumer cloud storage services as depicted by the size of the bubble for those regions clearly shows a correlation with the regional consumer Internet penetration as well as average of devices per consumer. For for other regions, please refer to Appendix F. Figure 13. Personal Cloud Storage Accelerated by Growth in Internet Access and Multidevice Ownership © Thierry Rayna 2014. Some rights reserved. Except when otherwise noted, this work is licensed under a Creative Commons Attribution 4.0 International License. http://creativecommons.org/licenses/by/4.0/
  • 24. MORE CONSUMPTION © Thierry Rayna 2014. Some rights reserved. Except when otherwise noted, this work is licensed under a Creative Commons Attribution 4.0 International License. http://creativecommons.org/licenses/by/4.0/
  • 25. SO WHAT HAS CHANGED? © Thierry Rayna 2014. Some rights reserved. Except when otherwise noted, this work is licensed under a Creative Commons Attribution 4.0 International License. http://creativecommons.org/licenses/by/4.0/
  • 26. MOORE HITS A WALL © Thierry Rayna 2014. Some rights reserved. Except when otherwise noted, this work is licensed under a Creative Commons Attribution 4.0 International License. http://creativecommons.org/licenses/by/4.0/
  • 27. THE PC BECOMES OBSOLETE © Thierry Rayna 2014. Some rights reserved. Except when otherwise noted, this work is licensed under a Creative Commons Attribution 4.0 International License. http://creativecommons.org/licenses/by/4.0/
  • 28. Google net income DATA BECOMES VALUABLE © Thierry Rayna 2014. Some rights reserved. Except when otherwise noted, this work is licensed under a Creative Commons Attribution 4.0 International License. http://creativecommons.org/licenses/by/4.0/
  • 29. SO WHAT CAN WE LEARN FROM GRID? © Thierry Rayna 2014. Some rights reserved. Except when otherwise noted, this work is licensed under a Creative Commons Attribution 4.0 International License. http://creativecommons.org/licenses/by/4.0/
  • 30. A PARADOXE © Thierry Rayna 2014. Some rights reserved. Except when otherwise noted, this work is licensed under a Creative Commons Attribution 4.0 International License. http://creativecommons.org/licenses/by/4.0/
  • 31. IT IS CLOUD… © Thierry Rayna 2014. Some rights reserved. Except when otherwise noted, this work is licensed under a Creative Commons Attribution 4.0 International License. http://creativecommons.org/licenses/by/4.0/
  • 32. … BUT IS IT COMPUTING? © Thierry Rayna 2014. Some rights reserved. Except when otherwise noted, this work is licensed under a Creative Commons Attribution 4.0 International License. http://creativecommons.org/licenses/by/4.0/
  • 33. THIS IS (MOBILE) COMPUTING © Thierry Rayna 2014. Some rights reserved. Except when otherwise noted, this work is licensed under a Creative Commons Attribution 4.0 International License. http://creativecommons.org/licenses/by/4.0/
  • 34. THE CLOUD PARADOXE • What made Scenario 1 challenging and Scenario 2 vertically concentrated was the use of computing power • A large part of cloud computing nowadays relate to storage, not computing power • Storage IS a commodity! © Thierry Rayna 2014. Some rights reserved. Except when otherwise noted, this work is licensed under a Creative Commons Attribution 4.0 International License. http://creativecommons.org/licenses/by/4.0/
  • 35. CURRENT ISSUES WITH CLOUD • Often mentioned are: • Security • Privacy • Regulatory compliance • Integration • Provider transparency • Ability to customise • Reliability • Viability of provider • Lock-in • Cross-border restriction © Thierry Rayna 2014. Some rights reserved. Except when otherwise noted, this work is licensed under a Creative Commons Attribution 4.0 International License. http://creativecommons.org/licenses/by/4.0/
  • 36. UNLOCKING THE CLOUD • A significant number of concerns and adoption barriers relate to vertical integration and ex-post incompatibilities • While not all types of cloud resources can be traded in an open market, some can • Little rationale from an economic perspective to keep a closed system © Thierry Rayna 2014. Some rights reserved. Except when otherwise noted, this work is licensed under a Creative Commons Attribution 4.0 International License. http://creativecommons.org/licenses/by/4.0/
  • 37. WHICH POLICIES FOR CLOUD? • Little/no rationale for such vertical integration • Creates/reinforces giants (artificially) • Hinders adoption • Creates regulation nightmares • Causes security issues • Need to promote (existing) open standards and uncouple software/storage © Thierry Rayna 2014. Some rights reserved. Except when otherwise noted, this work is licensed under a Creative Commons Attribution 4.0 International License. http://creativecommons.org/licenses/by/4.0/
  • 38. SPECIAL ISSUE: “LEVERAGING TECHNOLOGICAL CHANGE: THE ROLE OF BUSINESS MODELS AND ECOSYSTEMS” • Prof. P.-J. Benghozi (X/CNRS), Prof. T. Rayna (Novancia), Dr E. Salvador (École Polytechnique), Dr L. Striukova (UCL) • Int. J. of Technology Management • Cat. 3 (2*) FNEGE/CNRS • Deadline: 31 Oct. 2014 30 Nov. 2014 © Thierry Rayna 2014. Some rights reserved. Except when otherwise noted, this work is licensed under a Creative Commons Attribution 4.0 International License. http://creativecommons.org/licenses/by/4.0/
  • 39. QUESTIONS? t.rayna@imperial.ac.uk @ThierryRayna © Thierry Rayna 2014. Some rights reserved. Except when otherwise noted, this work is licensed under a Creative Commons Attribution 4.0 International License. http://creativecommons.org/licenses/by/4.0/