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Energy Aware Clouds ,[object Object],[object Object]
Introduction ,[object Object],[object Object],[object Object],[object Object],[object Object]
Costs ,[object Object],[object Object],[object Object]
so who benefits?
Roadmap ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Energy Aware Computing ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
 
Green Cloud? Positive Negative ,[object Object],[object Object],[object Object],[object Object],[object Object]
Private Cloud ,[object Object],[object Object],[object Object],[object Object],[object Object],“ drinking on your own and calling it a private party” - P Laudenslager, (unknown)
Virtualization ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Virtualization (2) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Virtualization (3) ,[object Object],[object Object],[object Object]
 
 
Is this new? John McCarthy (1961): “ computation may someday be organised as a public utility”
Datacentres ,[object Object],[object Object]
Some figures ,[object Object],[object Object],[object Object],United States Environmental Protection Agency (EPA) 2007
Cheap power isn’t always green ,[object Object]
Power Usage Effectiveness ,[object Object],[object Object],[object Object],PUE = Total Facility Power / IT Equipment Power
Datacentre Productivity ,[object Object],[object Object],[object Object],[object Object],Datacentre Productivity = Useful Work / Total Facility Power
Cooling ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Research Areas
Monitoring ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Combining Computation and Cooling ,[object Object],[object Object],[object Object],[object Object],[object Object],“ Reducing Data Center Energy Consumption via Coordinated Cooling and Load Management” - Parolini, et al 2008
Powering Management ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Performance & Response Time vs. Energy Savings
Resource Scaling ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Speed  then time  and power
Task Consolidation ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Load Balancing 14 University of St Andrews School of Computer Science ,[object Object],[object Object],[object Object]
Load Skewing 15 University of St Andrews School of Computer Science ,[object Object],[object Object],[object Object],[object Object]
Power Efficient Software 16 University of St Andrews School of Computer Science ,[object Object],[object Object],[object Object],[object Object],[object Object]
PES Principles ,[object Object],[object Object],[object Object],[object Object],Software Modularity?
My Work
StACC Private Cloud ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Future Work ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Research Question ,[object Object]
Questions?

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