SlideShare a Scribd company logo
Dropping Science on Your
    Technology Ecosystem -
    lessons from Ecosystem
         Management

@thesteve0
Steven Citron-Pousty
PaaS Dust Spreader
OpenShift – Red Hat
Monkigras - dropping science on your developer ecosystem
Slide with Tech ecosystem
Science!!




        chase_elliott from flickr
Monkigras - dropping science on your developer ecosystem
Monkigras - dropping science on your developer ecosystem
Science!!




        chase_elliott from flickr
Monkigras - dropping science on your developer ecosystem
Monkigras - dropping science on your developer ecosystem
Ecosystems are real
• Well they are actually a model – but with the
  good and the bad




                     AA model of the world
BUT, Conservation Biologists use This
              Model
They had a problem that needed to
 move beyond individual species at best
      Single species = emergency room




                      Mass Energy and Env Affairs on flickr
Where did it really start
Yellowstone - map
Yellowstone – satellite
Yellowstone – ecosystem
Grizzly bear
Wolf
Monkigras - dropping science on your developer ecosystem
Grizzly Denali picture
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
Values and Goals
• You get this from social, economic, and
  political
• Most important
• Not science or quantitative but drives
  everything
Science!!




        chase_elliott from flickr
Monkigras - dropping science on your developer ecosystem
Monkigras - dropping science on your developer ecosystem
Keystone
• Keystone species – otter
• Bottom of the food chain – menhanden
Who are the keystones in your
ecosystem?
Monkigras - dropping science on your developer ecosystem
Monkigras - dropping science on your developer ecosystem
Monkigras - dropping science on your developer ecosystem
Who are your menhaden?
Planned (some forethought) vs Natural
Experiments (need long-term
monitoring before)
OpenShift Example
Adaptive management and planned
experiments
No difference
data: responses out of sent
sample estimates:
prop A       prop B
0.04800000 0.05333333
95 percent confidence interval:
-0.02169480 0.01102814
X-squared = 0.3396, df = 1, p-value = 0.5601
alternative hypothesis: two.sided

                                  Type I = saying there is a difference when there isn’t
                                  Type II = saying there is no difference when there is
What action can you turn into an
experiment?
Natural Experiment
Monkigras - dropping science on your developer ecosystem
Monkigras - dropping science on your developer ecosystem
OpenShift Example
Monkigras - dropping science on your developer ecosystem
What monitoring are you doing?
What adaptations can you make based
       on knowledge gained?
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
Monkigras - dropping science on your developer ecosystem
r vs. K life history strategies and you
Where are you on the curve?

More Related Content

Similar to Monkigras - dropping science on your developer ecosystem (20)

PPT
what is life ppt_ch01
Nutjuda Ratchakrut
 
PPTX
Ap1.5
memgatsby
 
PPSX
Biology Unit 1 Chapter 1 Lecture
petruccis
 
PPT
Biology - Chp 1 - Biology The Study Of Life - PowerPoint
Mel Anthony Pepito
 
PPTX
biological molecules for local students
axmedjiinjeaxmed
 
PPTX
Envisci 2.pptx
Gavin Malala
 
PPT
A Presentation on Introduction to Biology.ppt
JOMAR15676
 
PPTX
Nature of science and evolution
Quanina Quan
 
PPTX
NATURE OF SCIENCE 7- 1ST QUARTER MATATAG
YmmeLou
 
PPTX
1-15 Science of Biology, all important topics.pptx
zakinafse3
 
PPT
Teleology
John Wilkins
 
PPT
Ch. 1 intro and measurement
ewalenta
 
PPT
BW_EssentialCh01Lecture.ppt
AnjaliSonpethkar1
 
PPT
Bw essential ch01lecture
Agam Arora
 
PPTX
Scientific study of life
C Ebeling
 
PDF
Science as a way of knowing
John Wilkins
 
PPTX
Intro to physical anthropology
boasnetwork
 
PPT
StudyDesign.ppt
PatricioIsaran
 
PPT
day1.week22010.ppt
kait23
 
PDF
Science 1 - session 1 - Research and experimentation.pdf
AndreaAliciaLopezPac
 
what is life ppt_ch01
Nutjuda Ratchakrut
 
Ap1.5
memgatsby
 
Biology Unit 1 Chapter 1 Lecture
petruccis
 
Biology - Chp 1 - Biology The Study Of Life - PowerPoint
Mel Anthony Pepito
 
biological molecules for local students
axmedjiinjeaxmed
 
Envisci 2.pptx
Gavin Malala
 
A Presentation on Introduction to Biology.ppt
JOMAR15676
 
Nature of science and evolution
Quanina Quan
 
NATURE OF SCIENCE 7- 1ST QUARTER MATATAG
YmmeLou
 
1-15 Science of Biology, all important topics.pptx
zakinafse3
 
Teleology
John Wilkins
 
Ch. 1 intro and measurement
ewalenta
 
BW_EssentialCh01Lecture.ppt
AnjaliSonpethkar1
 
Bw essential ch01lecture
Agam Arora
 
Scientific study of life
C Ebeling
 
Science as a way of knowing
John Wilkins
 
Intro to physical anthropology
boasnetwork
 
StudyDesign.ppt
PatricioIsaran
 
day1.week22010.ppt
kait23
 
Science 1 - session 1 - Research and experimentation.pdf
AndreaAliciaLopezPac
 

More from Steven Pousty (20)

PPTX
APPLICATIONS AND CONTAINERS AT SCALE: OpenShift + Kubernetes + Docker
Steven Pousty
 
PDF
Introduction to PaaS for application developers
Steven Pousty
 
PDF
London Cloud Summit 2014 - raising the tide: getting developers in the cloud
Steven Pousty
 
PPT
Workshop For pycon13
Steven Pousty
 
ODP
Build a PaaS with OpenShift Origin
Steven Pousty
 
ODT
Spatial script for MongoBoulder
Steven Pousty
 
PPTX
Spatial MongoDB, Node.JS, and Express - server-side JS for your application
Steven Pousty
 
PDF
Spatial script for CIMA
Steven Pousty
 
PDF
Spatial script for my JS.Everywhere 2012
Steven Pousty
 
PPTX
Spatial Mongo and Node.JS on Openshift JS.Everywhere 2012
Steven Pousty
 
PDF
Spatial script for Spatial mongo for PHP and Zend
Steven Pousty
 
PPTX
Spatial mongo for PHP and Zend
Steven Pousty
 
PDF
Open shift intro for Philly PUG
Steven Pousty
 
PPT
Open shift intro for Philly PUG
Steven Pousty
 
PDF
Script for the geomeetup presentation
Steven Pousty
 
PPT
Openshift GeoSpatial Capabilities
Steven Pousty
 
PDF
MongoSF - Spatial MongoDB in OpenShift - script file
Steven Pousty
 
PPT
Mongo sf spatialmongo
Steven Pousty
 
PDF
Script for Spatial Mongo
Steven Pousty
 
PPTX
OpenShift with Eclipse Tooling - EclipseCon 2012
Steven Pousty
 
APPLICATIONS AND CONTAINERS AT SCALE: OpenShift + Kubernetes + Docker
Steven Pousty
 
Introduction to PaaS for application developers
Steven Pousty
 
London Cloud Summit 2014 - raising the tide: getting developers in the cloud
Steven Pousty
 
Workshop For pycon13
Steven Pousty
 
Build a PaaS with OpenShift Origin
Steven Pousty
 
Spatial script for MongoBoulder
Steven Pousty
 
Spatial MongoDB, Node.JS, and Express - server-side JS for your application
Steven Pousty
 
Spatial script for CIMA
Steven Pousty
 
Spatial script for my JS.Everywhere 2012
Steven Pousty
 
Spatial Mongo and Node.JS on Openshift JS.Everywhere 2012
Steven Pousty
 
Spatial script for Spatial mongo for PHP and Zend
Steven Pousty
 
Spatial mongo for PHP and Zend
Steven Pousty
 
Open shift intro for Philly PUG
Steven Pousty
 
Open shift intro for Philly PUG
Steven Pousty
 
Script for the geomeetup presentation
Steven Pousty
 
Openshift GeoSpatial Capabilities
Steven Pousty
 
MongoSF - Spatial MongoDB in OpenShift - script file
Steven Pousty
 
Mongo sf spatialmongo
Steven Pousty
 
Script for Spatial Mongo
Steven Pousty
 
OpenShift with Eclipse Tooling - EclipseCon 2012
Steven Pousty
 
Ad

Recently uploaded (20)

PPTX
The Project Compass - GDG on Campus MSIT
dscmsitkol
 
PDF
Bitcoin for Millennials podcast with Bram, Power Laws of Bitcoin
Stephen Perrenod
 
PPTX
WooCommerce Workshop: Bring Your Laptop
Laura Hartwig
 
PDF
POV_ Why Enterprises Need to Find Value in ZERO.pdf
darshakparmar
 
PDF
New from BookNet Canada for 2025: BNC BiblioShare - Tech Forum 2025
BookNet Canada
 
PDF
Transforming Utility Networks: Large-scale Data Migrations with FME
Safe Software
 
PDF
Advancing WebDriver BiDi support in WebKit
Igalia
 
PDF
Agentic AI lifecycle for Enterprise Hyper-Automation
Debmalya Biswas
 
PPTX
AI Penetration Testing Essentials: A Cybersecurity Guide for 2025
defencerabbit Team
 
PDF
Go Concurrency Real-World Patterns, Pitfalls, and Playground Battles.pdf
Emily Achieng
 
PDF
Exolore The Essential AI Tools in 2025.pdf
Srinivasan M
 
PDF
"Beyond English: Navigating the Challenges of Building a Ukrainian-language R...
Fwdays
 
PDF
The Rise of AI and IoT in Mobile App Tech.pdf
IMG Global Infotech
 
DOCX
Python coding for beginners !! Start now!#
Rajni Bhardwaj Grover
 
PDF
Mastering Financial Management in Direct Selling
Epixel MLM Software
 
PDF
CIFDAQ Market Wrap for the week of 4th July 2025
CIFDAQ
 
PDF
DevBcn - Building 10x Organizations Using Modern Productivity Metrics
Justin Reock
 
PDF
[Newgen] NewgenONE Marvin Brochure 1.pdf
darshakparmar
 
PDF
Reverse Engineering of Security Products: Developing an Advanced Microsoft De...
nwbxhhcyjv
 
PPTX
Webinar: Introduction to LF Energy EVerest
DanBrown980551
 
The Project Compass - GDG on Campus MSIT
dscmsitkol
 
Bitcoin for Millennials podcast with Bram, Power Laws of Bitcoin
Stephen Perrenod
 
WooCommerce Workshop: Bring Your Laptop
Laura Hartwig
 
POV_ Why Enterprises Need to Find Value in ZERO.pdf
darshakparmar
 
New from BookNet Canada for 2025: BNC BiblioShare - Tech Forum 2025
BookNet Canada
 
Transforming Utility Networks: Large-scale Data Migrations with FME
Safe Software
 
Advancing WebDriver BiDi support in WebKit
Igalia
 
Agentic AI lifecycle for Enterprise Hyper-Automation
Debmalya Biswas
 
AI Penetration Testing Essentials: A Cybersecurity Guide for 2025
defencerabbit Team
 
Go Concurrency Real-World Patterns, Pitfalls, and Playground Battles.pdf
Emily Achieng
 
Exolore The Essential AI Tools in 2025.pdf
Srinivasan M
 
"Beyond English: Navigating the Challenges of Building a Ukrainian-language R...
Fwdays
 
The Rise of AI and IoT in Mobile App Tech.pdf
IMG Global Infotech
 
Python coding for beginners !! Start now!#
Rajni Bhardwaj Grover
 
Mastering Financial Management in Direct Selling
Epixel MLM Software
 
CIFDAQ Market Wrap for the week of 4th July 2025
CIFDAQ
 
DevBcn - Building 10x Organizations Using Modern Productivity Metrics
Justin Reock
 
[Newgen] NewgenONE Marvin Brochure 1.pdf
darshakparmar
 
Reverse Engineering of Security Products: Developing an Advanced Microsoft De...
nwbxhhcyjv
 
Webinar: Introduction to LF Energy EVerest
DanBrown980551
 
Ad

Monkigras - dropping science on your developer ecosystem