How to solve the problem of data centers at the moment of the emergence of artificial intelligence

Mondo Technology Updated on 2024-01-29

With the rise of large models of artificial intelligence,Data CentersIt has become an important infrastructure to support the demand for intelligence. However,Data CentersIt faces two major challenges: computing power demand and energy consumption challenges. In order to meet the growing demand for computing power,Data CentersThere is a need to provide a variety of computing power, while constantly improvingEnergyuseEfficiencyto achieve green and low-carbon development. With the explosion of data and computing power demand in the whole society,Data Centersenergy consumption is also showing a rapid upward trend.

Against such a background,HuaweiPublished in theData Centers2030 for the futureData Centersprovides an important reference. The report proposes the development direction of "five efficiency improvements", that is, the improvement of energy efficiency, computing efficiency, operation efficiency, digital efficiency and human efficiency, in order to cope with the challenges of computing power supply and energy consumption brought by artificial intelligence large models.

In the future development,Data CentersPlanning and construction need to be carried out from a holistic perspective, and vertical integration of refrigeration, power supply, and monitoring and operation and maintenance should be carried out. futureData CentersThe mainstream of technology development is system-level innovation, which is realized through system-level innovation and software and hardware collaborationData CentersEfficiencyof significant improvements. New in the futureData CentersIt will have six technical characteristics: diverse ubiquity, security and intelligence, zero-carbon energy saving, flexible resources, peer-to-peer interconnection and system moore. At the same time, newData CentersThere are also six levels of reference that need to be builtArchitectureto accommodate multiple morphologiesData Centersneeds.

In order to cope with the future computing power demand and resource constraints, under the new situationData CentersThere is an urgent need for technological innovation and model change. InHuaweiof ".Data Centers2030", which proposes to create a more efficient, greener and more reliable futureData CentersThe "five-effect improvement" strategy.

1.Energy efficiency improvement: by improvingEnergyuseEfficiencyto achieve green and zero-carbonData Centers。UtilizationClean energyFor example, wind and solar energy, combined with energy storage technology for peak shaving and valley filling, reduceElectricityCost. In addition, liquid cooling technology is also an important means to improve energy efficiency, which can effectively save energy and reduce noise.

2.Computing efficiency improvement: through optimizationData Centersto achieve efficient data processing. Application of new technologies, such as hardware acceleration, heterogeneous computing, and distributedArchitecture, can be raisedData Centersof computing power andEfficiency。At the same time,Data CentersThere is also a need to strengthen the research and application of AI technology to promoteData Centersintelligent development.

3.Operational efficiency improvement: through hyper-convergenceData Centersnetwork, enabling operationsEfficiencyof the lift. A new generationData CentersModules such as computing, storage, and communication need to be peered with each other via a unified bus to improve data processingEfficiency。In addition, cloudificationArchitectureThe application can also be improvedData CentersO&MEfficiency

4.Digital efficiency improvement: By maximizing the value of data, it is achievedData CentersMaximize the value. Data CentersIt can be passedData analysisand mining, turning data into useful information and insights that deliver more value.

5.Human efficiency improvement: by realizing no oneData Centers, raisedData Centersof human resource utilizationEfficiency。Automation technology and intelligent management system can reduce the dependence on human resources and improveData CentersO&MEfficiency

futureData CentersIt is also necessary to break the traditional development model and carry out system-level innovation and software and hardware synergy to achieve thisData CentersEfficiencyof significant improvements. The new model proposed in the reportData Centers"6 new" referencesArchitecturewill be the futureData CentersThe focus and elements of construction.

As globalData CentersIndustry Leader,HuaweiActively promoteData CentersInnovation and progress. Huaweiof ".Data CentersThe 2030 report offers the futureData CentersThe reference direction of transformation, and the practical direction of technological innovation is introduced in detail.

HuaweiWe are willing to work together with the whole industry chain to become a new typeData CentersThe solver, leadsData CentersInnovation and development of the industry. Through cooperation and sharing with all walks of life in the industry,Huaweiwill pushData Centerstechnological innovation and model change for the futureData Centershas contributed to the steady growth of scale and the gradual improvement of energy efficiency.

In short, the futureData CentersThe development is a fast-moving, dynamic and challenging process. Only through innovative ideas, technological innovation and model change,Data CentersIn order to cope with the demand for computing power and resource constraints, and achieve steady growth in scale and gradual improvement in energy efficiency. Huaweiof ".Data Centers2030" report as a new typeData CentersThe development provides a reference direction and innovative ideas, and I hope to be able to promoteData Centersinnovation and development of the industry to achieve a more efficient, greener and more reliable futureData Centers

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