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