男友太凶猛1v1高h,大地资源在线资源免费观看 ,人妻少妇精品视频二区,极度sm残忍bdsm变态

US EUROPE AFRICA ASIA 中文
Business / Technology

Google saves big using DeepMind-powered AI

(China Daily) Updated: 2016-07-21 07:28

Google saves big using DeepMind-powered AI

The Google logo is seen on a door at the company's office in Tel Aviv January 26, 2011. [Photo/Agencies]

Google Inc just paid for part of its acquisition of DeepMind in a surprising way.

The internet giant is using technology from the DeepMind artificial intelligence subsidiary for big savings on the power consumed by its data centers, according to DeepMind Co-Founder Demis Hassabis.

In recent months, the Alphabet Inc unit put a DeepMind AI system in control of parts of its data centers to reduce power consumption by manipulating computer servers and related equipment like cooling systems. It uses a similar technique to DeepMind software that taught itself to play Atari video games, Hassabis said at a recent AI conference in New York.

The system cut power usage in the data centers by several percentage points, "which is a huge saving in terms of cost but, also, great for the environment", he said.

The savings translate into a 15 percent improvement in power usage efficiency, Google said in a statement. PUE measures how much electricity Google uses for its computers, versus the supporting infrastructure like cooling systems.

Google said it used 4,402,836 mWh of electricity in 2014, equivalent to the average yearly consumption of about 366,903 US family homes. A significant proportion of Google's spending on electricity comes from its data centers, which support its globe-spanning web services and mobile apps.

Saving a few percentage points of electricity usage means major financial gains for Google. Typical electricity prices companies pay in the United States range from about $25 to $40 per mWh, according to data from the US Energy Information Administration. (Prices in different regions range from a few dollars to more than $100). In any case, saving 10 percent on data center power consumption, for instance, could translate to hundreds of millions of dollars in savings for Google over multiple years.

Google acquired DeepMind in 2014 for 400 million pounds, or more than $600 million at the time, according to The Guardian.

The application of DeepMind's technology builds on previous efforts by Google to apply machine learning, a type of AI, to its data centers. Back in 2014, the company said it used neural networks, a type of pattern recognition system, to predict how its power usage would change over time, letting it arrange equipment in more efficient ways.

The DeepMind work goes a step further. Instead of making moves in an Atari game, the software changes how equipment runs inside the data centers to get the highest score-in this case more efficient consumption of electricity.

"It controls about 120 variables in the data centers. The fans and the cooling systems and so on, and windows and other things," Hassabis said. "They were pretty astounded."

This is just the beginning of the project, Hassabis said. Now that DeepMind knows the approach works, it also knows where its AI system lacks information, so it may ask Google to put additional sensors into its data centers to let its software eke out even more efficiency.

Bloomberg

 

Hot Topics

Editor's Picks
...
主站蜘蛛池模板: 玛纳斯县| 云南省| 通渭县| 博客| 舟曲县| 磴口县| 文山县| 克东县| 柳林县| 惠水县| 元江| 富裕县| 盘锦市| 即墨市| 资中县| 曲麻莱县| 潜山县| 淳化县| 尼勒克县| 谢通门县| 靖远县| 温宿县| 博乐市| 临城县| 沧州市| 保定市| 泸州市| 盐边县| 安庆市| 蛟河市| 孝义市| 铜梁县| 泸州市| 四平市| 思茅市| 嘉善县| 徐州市| 府谷县| 池州市| 灵丘县| 辉县市|