cutting power consumption in cloud computing
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Cutting power consumption inl d ticloud computing
Senior scientist, Baiduyangzhenkun@baidu [email protected]
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Power consumption in IDCu g powe co su p o Summary
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internet and central remote servers (IDC) to
Enabling much more efficient computing by
, ,bandwidth
.
A kind of large-scale distributed (usuallye e oge eous sys e
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~
50MW*0.8/200W=0.2M
~900kwh/month/family, or 1.25KW
of IDC
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Usually it is critical to protect the
coo ng system y
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Machines
50,000 machines (300W each)
consume 1.5 MW byemse ves
Network device
Cooling system UPS array and their batteries For both machines and cooling
system
g ng
Power Usage Effectiveness
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Heat transfer coefficient: 100:1
-suitable for home and ordinary office
The vast ma orit of machines are air-coolin
Free cooling
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consumption and also produce heat
Internal battery as standby power for machines
.cooling system in a few minutes after power failure
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consumption and also produce heat
Energy-saving lamps
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Memory
.
FB/ECC vs. ordinary RAM
ower supp y e c ency ATX: 70%~75%
High (400) volt DC vs. AC
Hard disk HDD vs. SSD disk
3.5 vs. 2.5 hard disk
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Graphics adapter, USB ports, DVD driver, sound chip
Water-cooling vs. air-cooling
ac ne e ra o Usually 70% or lower. Can it be cut idle ratio more?
Standby or hibernation Is it possible in cloud computing?
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Data re licationheartbeat,
Some data become unavailable if many machines unavailable
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50TB of data, 2,000,000 queries/s and 90% cache hit
rate
Single machine: 100~400 queries/s, 0.15~1.8TB diskcapacity
Cluster planning* - =
50TB*3/500 = 0.3TB/machine
hibernated?
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Make machines standb /hibernated one b one
May lead to mass data shuffle, or
Requires data distribution
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To cut power consumption
Cooling system
System infrastructure
o e n us ry s ou e nvo ve
Q & A