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How to save the world
   from big data
 Tactics for making cloud computing
          massively greener

      Francine Bennett (@fhr)
            Mastodon C
Run anywhere

    batch jobs
latency insensitive
standard hardware
Them: “While this sounds like an interesting
project, I'm afraid we don't make these
sorts of data points available.”

Me: “OK, no problem. Is there any public
industry data which you regard as high
quality, which you would recommend if we're
making estimates? Also would be great to
know if [Company] has any green initiatives
which we should be aware of in our
modelling.”

Them: “None that I'm aware of, but we
continually and relentlessly seek even more
efficient operations.”
Electricity source
 Emissions factor




  Data centre
  Power Usage
  Effectiveness




     Server
 Standard power
  consumption
Electricity source
 Emissions factor




    Data centre       Physical building and layout
   Power Usage        Occupancy level
Effectiveness (PUE)   External temperature & humidity




    Hardware
 Standard power
  consumption
Kg CO2e per KWh of national grid electricity

 1.00



 0.75



 0.50



 0.25



   0
                                 Sweden


                                          UK




                                                              China
                   Switzerland




                                               US (average)




                                                                        Australia
         Iceland




                                                                      Source: Defra via Amee
Physical design

Utilisation

Local climate

Power source
Physical design   1.6

Utilisation

Local climate

Power source
Physical design   1.6

Utilisation       1.2

Local climate

Power source
Physical design   1.6

Utilisation       1.2

Local climate     2.0

Power source
Physical design   1.6

Utilisation       1.2

Local climate     2.0

Power source      8.0
Occupancy
                  6%
                    Physical design
                         13%




Power source                Climate
    61%                       20%
0
                         0.15
                                0.30
                                       0.45
                                              0.60



          Iceland
          Oregon
          London
 Winter
           Dublin
          Virginia
           Texas


          Iceland
          Oregon
          London
Summer
           Dublin
          Virginia
                                                     Footprint of one server hour




           Texas
Myth 1:
efficient == green
© 2006 Bruno & Lígia Rodrigues
pic of geothermal




                    © ThinkGeoEnergy
Myth 2:
  efficiency
improvements
   solve it
William Stanley Jevons
Tell
  your
suppliers
Demand
   and
share data
© 2006 Bruno & Lígia Rodrigues
© ThinkGeoEnergy
Thank you.
Francine Bennett (@fhr)
      Mastodon C
 Big Data Done Better

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Strata london slide deck

  • 1. How to save the world from big data Tactics for making cloud computing massively greener Francine Bennett (@fhr) Mastodon C
  • 2.
  • 3.
  • 4. Run anywhere batch jobs latency insensitive standard hardware
  • 5. Them: “While this sounds like an interesting project, I'm afraid we don't make these sorts of data points available.” Me: “OK, no problem. Is there any public industry data which you regard as high quality, which you would recommend if we're making estimates? Also would be great to know if [Company] has any green initiatives which we should be aware of in our modelling.” Them: “None that I'm aware of, but we continually and relentlessly seek even more efficient operations.”
  • 6. Electricity source Emissions factor Data centre Power Usage Effectiveness Server Standard power consumption
  • 7.
  • 8. Electricity source Emissions factor Data centre Physical building and layout Power Usage Occupancy level Effectiveness (PUE) External temperature & humidity Hardware Standard power consumption
  • 9. Kg CO2e per KWh of national grid electricity 1.00 0.75 0.50 0.25 0 Sweden UK China Switzerland US (average) Australia Iceland Source: Defra via Amee
  • 11. Physical design 1.6 Utilisation Local climate Power source
  • 12. Physical design 1.6 Utilisation 1.2 Local climate Power source
  • 13. Physical design 1.6 Utilisation 1.2 Local climate 2.0 Power source
  • 14. Physical design 1.6 Utilisation 1.2 Local climate 2.0 Power source 8.0
  • 15. Occupancy 6% Physical design 13% Power source Climate 61% 20%
  • 16. 0 0.15 0.30 0.45 0.60 Iceland Oregon London Winter Dublin Virginia Texas Iceland Oregon London Summer Dublin Virginia Footprint of one server hour Texas
  • 18. © 2006 Bruno & Lígia Rodrigues
  • 19. pic of geothermal © ThinkGeoEnergy
  • 20. Myth 2: efficiency improvements solve it
  • 22.
  • 24. Demand and share data
  • 25.
  • 26. © 2006 Bruno & Lígia Rodrigues
  • 28. Thank you. Francine Bennett (@fhr) Mastodon C Big Data Done Better