Power of electronics and peoples will

have you taken a photo lately

maybe you took it a few minutes ago

maybe earlier today

or yesterday maybe you have uploaded

into a social media platform

maybe facebook well little did you know

where it is actually stored

physically stored it’ll be in a place

like this

in clooney ireland or

in lulia sweden which are the two main

data centers

of facebook here in europe

what are data centers well

there are these warehouses very big

warehouses

with electronic racks row up and row

and they store all our data they are the

most powerful

industry now where information is the

most

valuable thing

and what is the energy consumption of

these data centers

of storing our data processing our data

and we gonna have even more abundance of

data

in the presence or in the upcoming of 5g

communication

what is 5g well it’s beyond 3 and 4g

in 3g i would communicate with you with

a via a machine or an electronic device

in 5g machines will communicate with

machines

everything will be connected it will be

this web

of communication everything will be

smart

smart city smart building smart health

care

smart everything and there is more data

that will be

in abundance a tsunami of data

where is all these data going to be

stored

what is the power or the energy of this

data

and what we can do with all these data

how we can process this data

now let’s look a little bit of data use

over the last year

and also the impact of covid

we have up to 70 percent of more mobile

phone users or smartphone users

everything is growing even in terms of

laptops

computers streaming we all like netflix

i guess

it’s an amazing an abundance of

frightening even

amount of data that we are consuming but

also generating

look at this snapshot here what’s

happening every 60 seconds on the

internet

there are hundreds and thousands of zoom

meetings netflix streams

instagrams tweets and by the time i

finish this talk

would be hundreds of millions of dollars

used on the internet

alarming it’s just the beginning

now we reached in 2017 1.1

zettabytes of data use

this is unprecedented by

2022 there will be 4.2 zettabytes if you

didn’t know what a zettabyte is

it has 21 zeros behind it

now internet it’s bigger in terms of

energy consumption

than a country like japan or or even

switzerland

now we’ll see even more of that

look into the projections here and what

the studies show

by 2030 the electronic industry

will be consuming 21 of the electricity

so that means one-fifth of the earth’s

global power

it will be on our electronic devices and

powering data centers

in terms of copper emission that’s about

14

making it globally the most polluting

and power hungry industry

it’s not going to be aviation it’s not

going to be our cars

it’s going to be our electronics things

we use

day to day now these are frightening

alarming bringing awareness maybe you

name it

but they are there now look a little bit

about their lifetime

at best maybe we use three to five years

our devices 18 percent of electronic

waste

is recycled 18. 82

end up in landfill in mountains of

electronics

now look a little bit of this chart here

showing what has happened to the

electronic waste and which countries

produced the most of course china is up

there

united states japan some european

countries

look into the far right kilogram per

capita

well friends is actually up there on top

five contenders

we don’t recycle much we like to use

them we don’t recycle much

so the electronic industry is really

revolutionizing our lives the way we

work

the way we entertain where we live how

communicate one another

but what’s the impact of all this

industry in our environment

why do electronics consume so much power

can we do something about it well that

has been my quest

i have a phd in computer engineering

from uc santa barbara and my phd was

how we can actually optimize or reduce

the power of microprocessors

which is the building block of an

electronic system

even my after my phd i felt like there

is

so much to do into how we can actually

reduce the power of electronic system

i felt i was just at the start of it so

i moved from u.s

to france i joined cnrs

and together with my team i kept on

looking at this problem is

can we build energy efficient

electronics

where is the power consumption going

can we do better and we strip down the

problem we looked at it at the system

level

architectural level circuit all the way

to transistor and even the materials

they are made of

we found out that there are some

materials such

as carbon nanotubes here

and 2d materials that indeed have

excellent physical properties they

switch faster

and their also are ultra low power and

they are very compact they are atomic

thin

so we can do amazing things with them

and we are currently exploring to build

a technology

in this materials but still

we need to go beyond the way we

classically compute

so in physics there is a theoretical

limit about how you

how much energy you need to compute or

to even compare

between two physical states like a zero

and a one

but our classical machines are way

beyond this computing limit

so we needed to figure out we need to

find a better way we need to think

how we design or how the computing is

done

and the inspiration came from nature

more specifically from the brain

now look at this little image here you

can see that neurons are firing with

neurons in a web of connected via

synapses

this is how we actually learn how we

memorize

this is how our brain builds plasticity

as we grow

our new connections between neurons to

neurons via this synapses

and the brain is a very powerful

computing

machine if you want to call it that way

it consumes about

20 to 25 watts which is less than

a lamp and it’s very efficient in

computing a lot of tasks

so can we design electronic system in a

similar way

like the brain or what we call it brain

inspired

design so i am part of a community

that is looking into ultra low power

brain inspired electronics so one side

you have the biological neuron and

synapses

and on the other side you have the

electronic neurons and synapses that we

are developing

using these nanomaterials in order to

emulate

the biological neural networks for

example like these circles here

connected with other circles

like neurons connecting with other

neurons via synapses to build this

web of connectivity things that you can

compute

much faster and consuming variable

trello power

that can be deployed in your next

electronics

this will change this would be a

paradigm change on how we actually

compute and how the electronics would

look like

and this is also in the framework of a

european project that i’m actually

working with many academics and industry

from industry

as well to bring this technology so it’s

deployed

so we make a change in terms of energy

efficiency

and power consumption of our electronic

devices

so we as scientists feel like this is a

turning point

we need to make the technology

environmental friendly we not

we cannot keep on going like nothing

matters

this is an this is an important point

for us a turning point for a whole

community

and i’m happy to hear from the state of

the union from european commission

the statement that made that we need to

reduce the comm the emissions by 55

percent by 2030.

now that doesn’t sound like much but

it’s a big step

toward changing the way that we

are actually using our data and also the

data centers and the emission

that they bring into our environment

so it’ll take actors like us scientists

technologists academia

policy makers but also you as the end

user we need a cultural

shift toward this digital sobriety

so i will leave you with four main

suggestions there are many of them but

these are simple

enough for you to apply if you were to

buy

next time an electronic system please

look into the specs and choose one with

the least

amount of power

and please use them longer and recycle

them properly

refurbish reformat them if you have to

but use them longer and really don’t

just throw them on the trash you can

take them into a recycling center

and about your computers in your

institutions

you know at night you can turn it off

you think they are in power mode in

sleep mode and they are in ultra low

power mode but no

in a large scale they are consuming a

lot of power when you’re not

using just turn it off

and the last one is to use these

collaborative shared platforms

versus email so if i were to send an

email to

n people with an attachment that would

be copied

n times in the data center for each

person i send it to

rather than creating a lot of these

copies unnecessarily just use one link

one shared thing

that everybody can refer to now that

would make a difference there are

institutions

or people that write you know hundreds

of emails and it institutional level

there can be

thousands of emails and 60

text emails with no attachment is about

one kilometer of car driving in terms of

emission

so how many kilometers are you driving a

day that you didn’t even know about

just by your emails

things like this make a difference in

terms of the data

the power also their emission

and also how we use our electronics so

we are all actors into this

and we all can make an impact and the

change

is really for all of us for scientists

for us end users

and for our governments and policy

makers

so please take play your part and take

this

also seriously thank you

你最近拍过照片

吗也许你几分钟前拍的

也许今天早些时候

或昨天也许你已经上传

到社交媒体平台

也许是facebook你几乎不

知道它实际存储在哪里

物理存储它会在一个

地方 这

在克鲁尼爱尔兰

或卢利亚瑞典这是facebook在欧洲的两个主要

数据中心

什么是数据中心

以及这些仓库非常大的

仓库

带有电子机架

一排一排它们存储我们所有的数据它们是

最强大的

现在的行业,信息是

有价值的东西

这些数据

中心存储我们的数据处理我们的数据的能源消耗是多少

,在 5g 通信的存在或即将到来的情况下,我们将拥有更多丰富的数据

什么是 5g 在 3g 和 4g 之外

,我会

通过机器或 5g 中的电子设备与你

交流机器将与机器交流

一切 w 将被连接 它将是

这个

通信网络 一切都将是

智能

智能城市 智能建筑 智能医疗

智能一切 并且有更多的数据

大量的数据 海啸般的数据

所有这些数据将

存储在

哪里 什么是力量 或者这些数据的能量

以及我们可以用所有这些数据做

什么我们如何处理这些数据

现在让我们看看去年的数据使用情况

以及covid的影响

我们拥有多达 70% 的

手机 用户或智能手机用户

一切都在增长,甚至在

笔记本

电脑流媒体方面我们都喜欢 netflix

我想

这是一个惊人的大量

可怕

的数据,我们正在消费但

也会生成

看看这个快照这里

每 60 秒发生了什么

互联网

上有成百上千的缩放

会议 netflix 流

instagrams 推文,当我

完成这个演讲时,

将花费数亿

美元 d 在互联网上

令人震惊 这只是一个开始

现在我们在 2017 年达到了 1.1

泽字节的数据使用

这是前所未有的 到

2022 年将有 4.2 泽字节 如果你

不知道一个泽字节是多少

它后面有 21 个零

现在互联网它更大

与日本甚至瑞士这样的国家相比,能源消耗方面的情况

现在我们将

在这里看到更多的预测

以及研究表明

到 2030 年电子行业

将消耗 21 的

电力,这意味着五分之一 地球的

全球电力中

它将用于我们的电子设备和

为数据中心供电

铜排放量约为

14

使其成为全球污染最严重

和耗电量最大的行业

它不会成为航空 它

不会成为我们的汽车

它将成为 成为我们日常使用的电子产品

,现在这些令人恐惧,

令人担忧,带来意识,也许你能

说出它的名字,

但它们现在在那里看起来有点

关于它们的一生

充其量我们可能会使用三到五年

我们的设备 18% 的电子

垃圾

被回收 18. 82

最终被填埋在电子山的垃圾填埋场

现在看看这张图表的一点点,

显示电子垃圾发生了什么

以及哪些国家

生产 当然,中国

排名靠前 美国 日本 一些欧洲国家的人均公斤数排名

靠前 电子行业正在

彻底改变我们的生活 我们的

工作方式 我们的娱乐方式 我们生活的地方 如何

相互交流

但是这个

行业对我们的环境有什么影响

为什么电子产品会消耗如此多的电力

我们可以做些

什么 我的追求是

我拥有加州大学圣巴巴拉分校的计算机工程

博士学位,我的博士学位是

我们如何实际优化或降低

微处理器的功率

,我 是电子系统的组成部分,

即使在我获得博士学位后,我觉得

在如何实际

降低电子系统的功率方面还有很多工作要做,

我觉得我才刚刚开始,所以

我从我们

搬到法国 我加入了 cnrs

,和我的团队一起,我一直在

研究这个问题,

我们能否制造节能

电子产品

,功耗在哪里?

我们能做得更好吗?我们消除了

我们在系统

架构级电路上研究的问题。

晶体管的方法,甚至

它们的材料

我们发现这里有一些

材料,

例如碳纳米管

和二维材料,它们确实具有

出色的物理特性,它们

切换得更快,

而且它们还具有超低功耗,

而且非常紧凑,它们 是原子

薄的,

所以我们可以用它们做惊人的事情

,我们目前正在探索用这种材料建立

一种技术

,但

我们仍然需要超越我们

传统的 c

因此,在物理学中存在一个理论

限制,即

您需要计算多少能量

,甚至

在两个物理状态(如零

和一)之间进行比较,

但我们的经典机器远远

超出了这个计算限制,

所以我们需要弄清楚我们 需要

找到更好的方法 我们需要思考

我们如何设计或计算是如何

完成的

,灵感来自大自然,

更具体地说来自大脑

现在看看这个小图像,你

可以看到神经

元在一个 通过突触连接

这是我们实际学习

记忆的方式

这是我们的大脑如何通过突触

在神经元与神经元之间建立新的连接时建立可塑性,

如果你想这样称呼它,大脑是一个非常强大的计算机器

消耗大约

20 到 25 瓦,比

一盏灯还小,它在

计算大量任务时非常有效,

所以我们可以

像大脑或 wha 一样设计电子系统 我们称之为大脑

启发

设计,所以我是一个

正在研究超低功耗

大脑启发电子产品的社区的一员,所以一方面

你有生物神经元和

突触

,另一方面你

有我们正在开发的电子神经元和突触

使用这些纳米材料来

模拟生物神经网络,

例如,这里的这些圆圈

与其他圆圈相连,

如神经元通过突触与其他神经元连接,

以构建这个

连接网络,你可以

更快地计算和消耗可变的

trello

功率 部署在您的下一个

电子产品中,

这将改变这将是

我们实际

计算方式和电子产品

外观的范式改变

,这也是在一个欧洲项目的框架内

,我实际上

正在与

来自工业界的许多学者和工业界合作

以及带来这项技术,所以它被

部署,

所以我们在能源效率方面做出改变

我们的电子设备的效率和功耗,

所以我们作为科学家觉得这是一个

转折点,

我们需要使技术对

环境友好我们不是

我们不能继续前进,就像什么都不

重要,

这是一个这

对我们来说是一个重要的转折点 对于整个

社区来说

,我很高兴

听到欧盟委员会的国情咨文

声明我们需要

到 2030 年将 comm 的排放量减少 55%。

现在这听起来并不多,

但这是一个

朝着改变

我们实际使用数据的方式以及

数据中心以及

它们带入我们环境的排放方式迈出了一大步,

因此它将需要像我们这样的行为者,科学家,

技术人员,学术界

政策制定者,但你作为最终

用户,我们需要一个

向这种数字清醒的文化转变,

所以我会给你四个主要

建议,其中有很多,但

如果你下次购买 el,这些很简单,你可以申请

电子系统请

查看规格并选择一个

功率最少的系统

,请使用它们更长的时间并正确回收

它们如果需要,请重新整修它们,

但使用它们更长的时间,并且不要

只是将它们扔到你可以带走的垃圾上

它们进入回收中心

以及关于您机构中的计算机

您知道晚上可以将其关闭

您认为它们在

睡眠模式下处于电源模式并且它们处于超低

功耗模式但

没有大规模消耗它们会消耗

很多 当您不

使用时,只需将其关闭

,最后一个是使用这些

协作共享平台

而不是电子邮件,因此,如果我要向

n 个人发送电子邮件,其附件将

在数据中心复制 n 次

我将它发送给每个人,

而不是不必要地创建大量这些

副本,只需使用一个链接,

一个共享的东西

,每个人现在都可以参考,这

会有所作为,有

机构

或人写 y 您知道数百

封电子邮件,而它在机构层面

上可能有

数千封电子邮件和 60

封没有附件的文本电子邮件

就排放而言,汽车行驶大约一公里,

所以您每天行驶多少公里

,您甚至都不知道

只是通过您的电子邮件,这样的

事情会在

数据、功率以及它们的排放

以及我们如何使用电子设备方面产生影响,所以

我们都是这方面的参与者

,我们都可以产生影响,而

改变真的是为了我们所有人

为我们的最终用户

以及我们的政府和政策

制定者的科学家们,

所以请发挥你的作用,

并认真对待这件事,谢谢