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Green	
  Cloud?	
  
The	
  current	
  and	
  future	
  development	
  of	
  energy	
  consumption	
  by	
  data	
  
centers,	
  networks	
  and	
  end-­‐user	
  devices	
  
Dr. Ralph Hintemann, Dr. Jens Clausen
ICT4S Amsterdam, August 2016
Typical workplace:
PC:	
  120	
  Watt
Monitor:	
  70	
  Watt
Annual	
  power	
  consumption:	
  400	
  kWh/a	
  
And today?
Notebook	
  
23	
  Watt,	
  annual power	
  consumption:	
  54	
  kWh
Tablet
4	
  Watt,	
  annual power	
  consumption:	
  11	
  kWh
Smartphone
<	
  1	
  Watt,	
  annual power	
  consumption:	
  2,5	
  kWh	
  
Cloud	
  computing is efficient…
§ Lean,	
  efficient end-­‐user	
  devices
§ Large,	
  efficient cloud data center
§ Better	
  capacity	
  utilization
Masanet et	
  al.	
  (2014):	
   technical	
  savings	
  potential	
  of	
  87%	
  of	
  energy	
  consumption	
  
if	
  typical	
  office	
  applications	
  are	
  shifted	
  to	
  the	
  cloud	
  
But:	
  
Cloud	
  computingis growing extremly
• More	
  and more servers and data centers
• More	
  network infrastructure (mobile	
  and fixed networks)
©	
  ristaumedia.de	
  -­‐ Fotolia
©	
  vschlichting -­‐ Fotolia.com
©	
  ristaumedia.de	
  – Fotolia.com
Forecasts
Source:	
  Cisco	
  2015
Netto	
  effect:	
  rising or decreasing energy consumption?
Study	
  prepared	
  for	
  the	
  German	
  Federal	
  Ministry	
  of	
  Economic	
  Affairs	
  in	
  2015:
Annual	
  IT	
  energy	
  consumption	
  in	
  Germany
Model	
  base	
  calculations	
  with	
  more	
  than	
  90	
  different	
  product	
  groups
Four	
  basic	
  parameters	
  were	
  determined	
  for	
  each	
  product	
  group:
§ Type	
  and	
  number	
  of	
  devices	
  
§ Load-­‐dependent	
  electric	
  power	
  consumption
§ User-­‐specific	
  applications	
  and	
  load	
  profiles
§ Dependencies	
  on	
  other	
  product	
  groups
Findings:	
  Annual	
  IT	
  energy	
  consumption	
  in	
  Germany	
  in	
  2010	
  
and	
  2015
Source:	
  Stobbe	
  et	
  al.	
  2015,	
  representation	
  by	
  authors
What about the
global	
  development?
Our approach:	
  ICT	
  is global
types	
  of	
  devices,	
  their	
  technical	
  characteristics,	
  usage	
  patterns,	
  and	
  dependencies	
  
between	
  product	
  groups	
  vary	
  only	
  little	
  in	
  the	
  globalized	
  world
Projecting the	
  findings	
  from	
  Germany
to	
  the	
  global	
  development	
  
Some	
  facts	
  that	
  demonstrate	
  the	
  limitations	
  of	
  the	
  approach
§ Germany	
  has	
  a	
  relatively	
  good	
  network	
  infrastructure
§ The	
  structure	
  of	
  data	
  centers	
  in	
  Germany	
  is	
  significantly	
  different	
  from	
  that	
  in	
  
other	
  countries:	
  
§ German	
  data	
  centers	
  are	
  the	
  most	
  modern	
  in	
  Europe	
  in	
  terms	
  of	
  the	
  age	
  of	
  
the	
  buildings,	
  the	
  IT	
  equipment,	
  etc.	
  (DCD	
  Intelligence)	
  
§ Germany	
  has	
  been	
  a	
  less	
  attractive	
  location	
  for	
  major	
  cloud	
  providers	
  to	
  
date—among	
  other	
  things	
  because	
  of	
  high	
  electricity	
  prices	
  	
  
§ The	
  structure	
  of	
  television	
  sets	
  in	
  Germany	
  is	
  very	
  different	
  from	
  the	
  global	
  
average:	
  
§ Share	
  of	
  CRT	
  devices	
  in	
  Germany	
  in	
  2015:	
   18	
  %,	
  
§ global	
  share	
  of	
  CRT	
  devices	
  in	
  2015:	
   40	
  %	
  	
  
Some figures
Stock	
  of	
  IT	
  devices	
  in	
  Germany	
  and	
  the	
  world	
  (in	
  millions)
Germany World
2010 2015 2010-­‐2015 2010 2015 2010-­‐2015
Servers 1.9 2.2 +16% 40.9	
   53.0	
   +30%
PCs	
  incl.	
  thin	
  clients 33.2 30.3 -­‐9% 1319.0	
   1127.5 -­‐15%
Laptops 33.5 42.5 +27% 681.0 1126.4 +65%
Smartphones	
  and	
  
tablets
14.7 93.6 +537% 419.0 4301.0 +926%
TVs 61.1 68.6 +12% 2350.0 2570.0 +9%
Findings:	
  Annual	
  global	
  IT	
  energy	
  consumption	
  in	
  2010	
  and	
  2015
Forecast:	
  Energy	
  consumption of global	
  cloud computing
The	
  impact	
  of	
  cloud	
  computing	
  on	
  IT	
  energy	
  consumption
§ Energy	
  consumption	
  by	
  networks	
  and	
  data	
  centers	
  will	
  presumably	
  
increase	
  very	
  significantly	
  between	
  2010	
  and	
  2025
§ The	
  decline	
  in	
  IT	
  end-­‐user	
  devices'	
  energy	
  consumption	
  during	
  the	
  
period	
  under	
  consideration	
  is	
  considerable.	
  But	
  there	
  is	
  a	
  significant	
  
increase	
  in	
  the	
  number	
  of	
  smartphones	
  and	
  tablets,	
  while	
  the	
  
number	
  of	
  the	
  other	
  end-­‐user	
  devices	
  is	
  not	
  decreasing	
  overall.	
  
§ Total	
  IT	
  energy	
  consumption	
  will	
  increase	
  in	
  the	
  future.	
  To	
  a	
  large	
  
extent,	
  this	
  development	
  is	
  to	
  be	
  attributed	
  to	
  cloud	
  computing.	
  
Thank you!
Questions?

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ICT4S - Green cloud? the current and future development of energy consumption by data centers, networks and end user devices

  • 1. Green  Cloud?   The  current  and  future  development  of  energy  consumption  by  data   centers,  networks  and  end-­‐user  devices   Dr. Ralph Hintemann, Dr. Jens Clausen ICT4S Amsterdam, August 2016
  • 2.
  • 3. Typical workplace: PC:  120  Watt Monitor:  70  Watt Annual  power  consumption:  400  kWh/a  
  • 4. And today? Notebook   23  Watt,  annual power  consumption:  54  kWh Tablet 4  Watt,  annual power  consumption:  11  kWh Smartphone <  1  Watt,  annual power  consumption:  2,5  kWh  
  • 5. Cloud  computing is efficient… § Lean,  efficient end-­‐user  devices § Large,  efficient cloud data center § Better  capacity  utilization Masanet et  al.  (2014):   technical  savings  potential  of  87%  of  energy  consumption   if  typical  office  applications  are  shifted  to  the  cloud  
  • 6. But:   Cloud  computingis growing extremly • More  and more servers and data centers • More  network infrastructure (mobile  and fixed networks) ©  ristaumedia.de  -­‐ Fotolia ©  vschlichting -­‐ Fotolia.com ©  ristaumedia.de  – Fotolia.com
  • 8. Netto  effect:  rising or decreasing energy consumption? Study  prepared  for  the  German  Federal  Ministry  of  Economic  Affairs  in  2015: Annual  IT  energy  consumption  in  Germany Model  base  calculations  with  more  than  90  different  product  groups Four  basic  parameters  were  determined  for  each  product  group: § Type  and  number  of  devices   § Load-­‐dependent  electric  power  consumption § User-­‐specific  applications  and  load  profiles § Dependencies  on  other  product  groups
  • 9. Findings:  Annual  IT  energy  consumption  in  Germany  in  2010   and  2015 Source:  Stobbe  et  al.  2015,  representation  by  authors What about the global  development?
  • 10. Our approach:  ICT  is global types  of  devices,  their  technical  characteristics,  usage  patterns,  and  dependencies   between  product  groups  vary  only  little  in  the  globalized  world Projecting the  findings  from  Germany to  the  global  development  
  • 11. Some  facts  that  demonstrate  the  limitations  of  the  approach § Germany  has  a  relatively  good  network  infrastructure § The  structure  of  data  centers  in  Germany  is  significantly  different  from  that  in   other  countries:   § German  data  centers  are  the  most  modern  in  Europe  in  terms  of  the  age  of   the  buildings,  the  IT  equipment,  etc.  (DCD  Intelligence)   § Germany  has  been  a  less  attractive  location  for  major  cloud  providers  to   date—among  other  things  because  of  high  electricity  prices     § The  structure  of  television  sets  in  Germany  is  very  different  from  the  global   average:   § Share  of  CRT  devices  in  Germany  in  2015:   18  %,   § global  share  of  CRT  devices  in  2015:   40  %    
  • 12. Some figures Stock  of  IT  devices  in  Germany  and  the  world  (in  millions) Germany World 2010 2015 2010-­‐2015 2010 2015 2010-­‐2015 Servers 1.9 2.2 +16% 40.9   53.0   +30% PCs  incl.  thin  clients 33.2 30.3 -­‐9% 1319.0   1127.5 -­‐15% Laptops 33.5 42.5 +27% 681.0 1126.4 +65% Smartphones  and   tablets 14.7 93.6 +537% 419.0 4301.0 +926% TVs 61.1 68.6 +12% 2350.0 2570.0 +9%
  • 13. Findings:  Annual  global  IT  energy  consumption  in  2010  and  2015
  • 14. Forecast:  Energy  consumption of global  cloud computing
  • 15. The  impact  of  cloud  computing  on  IT  energy  consumption § Energy  consumption  by  networks  and  data  centers  will  presumably   increase  very  significantly  between  2010  and  2025 § The  decline  in  IT  end-­‐user  devices'  energy  consumption  during  the   period  under  consideration  is  considerable.  But  there  is  a  significant   increase  in  the  number  of  smartphones  and  tablets,  while  the   number  of  the  other  end-­‐user  devices  is  not  decreasing  overall.   § Total  IT  energy  consumption  will  increase  in  the  future.  To  a  large   extent,  this  development  is  to  be  attributed  to  cloud  computing.