Your SlideShare is downloading. ×
Dropping Science on Your Developer Ecosystem - lessons from Ecosystem Management
Upcoming SlideShare
Loading in...5
×

Thanks for flagging this SlideShare!

Oops! An error has occurred.

×
Saving this for later? Get the SlideShare app to save on your phone or tablet. Read anywhere, anytime – even offline.
Text the download link to your phone
Standard text messaging rates apply

Dropping Science on Your Developer Ecosystem - lessons from Ecosystem Management

1,688

Published on

0 Comments
2 Likes
Statistics
Notes
  • Be the first to comment

No Downloads
Views
Total Views
1,688
On Slideshare
0
From Embeds
0
Number of Embeds
2
Actions
Shares
0
Downloads
13
Comments
0
Likes
2
Embeds 0
No embeds

Report content
Flagged as inappropriate Flag as inappropriate
Flag as inappropriate

Select your reason for flagging this presentation as inappropriate.

Cancel
No notes for slide

Transcript

  • 1. Dropping Science on Your Developer Ecosystem - lessons from Ecosystem Management@thesteve0Steven Citron-PoustyPaaS Dust SpreaderOpenShift – Red Hat
  • 2. Slide with Tech ecosystem
  • 3. Science!! chase_elliott from flickr
  • 4. Slide with High School picture• If we go back to High School science Deserttrumpet on flickr
  • 5. Ecosystems are real• Well they are actually a model – but with the good and the bad
  • 6. And Conservation Biologists use This Model
  • 7. They had a problem that needed to move beyond individual species at best Single species = emergency room Mass Energy and Env Affairs on flickr
  • 8. Which Animal Forced the Issue
  • 9. Yellowstone – satellite
  • 10. Yellowstone - map
  • 11. Yellowstone – ecosystem
  • 12. Grizzly bear
  • 13. Wolf
  • 14. Grizzly Denali picture
  • 15. So what are some of the ideas that I will focus on today
  • 16. Main ideas of ecosystem management• Ecosystems are multi-dimensional• Boundaries are only as real as you want them to be• Manage for overall integrity• Always collect and synthesize primary data• Engage in monitoring• Inter-Agency cooperation• Humans embedded in nature• Adaptive Management – experiment and learn• Open to organizational change as fits the system• Values are more important than facts and logic
  • 17. Values and Goals• You get this from social, economic, and political• Most important• Not science or quantitative but drives everything
  • 18. Science!! chase_elliott from flickr
  • 19. Keystone• Keystone species – otter• Bottom of the food chain – menhanden
  • 20. Who are the keystones in yourecosystem?
  • 21. Who are your menhaden?
  • 22. Planned (some forethought) vs NaturalExperiments (need long-termmonitoring before)
  • 23. OpenShift ExampleAdaptive management and plannedexperiments
  • 24. No differencedata: responses out of sentsample estimates:prop A prop B0.04800000 0.0533333395 percent confidence interval:-0.02169480 0.01102814X-squared = 0.3396, df = 1, p-value = 0.5601alternative hypothesis: two.sided Type I = saying there is a difference when there isn’t Type II = saying there is no difference when there is
  • 25. What action can you turn into anexperiment?
  • 26. Natural Experiment
  • 27. OpenShift Example
  • 28. What monitoring are you doing?
  • 29. What adaptations can you make based on knowledge gained?
  • 30. Take homes• Be more quant• Do experiments don’t just do• Take advantage of natural experiments• Manage your ecosystem for key indicators• Diversity is important• Take the analogy of ecosystems farther and learn from them
  • 31. r vs. K life history strategies and you
  • 32. Where are you on the curve?

×