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What is a server?How to distinguish AI servers?

What is a server?

How to distinguish AI servers?

AI servers evolved from traditional servers. The server, almost a copy of the office worker's computer, is a high-performance computer that stores and processes 80% of the data and information on the network, known as the soul of the network.

If the network terminal such as microcomputer, notebook, mobile phone is the telephone distributed in the home, office, public place, then the server is the post office switch, which stores the online games, websites, corporate data shared by netizens, and can be divided into file servers, cloud computing servers, database servers, etc.

Compared with computers, servers are more demanding in terms of stability, security, and performance.

 

 

Before the AI server, the server has roughly experienced the evolution of the Wintel era and the cloud computing era, with the arrival of a new generation of artificial intelligence technology, the "end" of Moore's Law, the physical process and core number of the CPU are close to the limit, and the traditional server that provides computing power by CPU alone is difficult to meet the needs of AI for intensive computing.

 

Machine learning and artificial intelligence represent a basic new architecture, and artificial intelligence needs a dedicated infrastructure to be hosted and supported, and AI servers have emerged.

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The biggest difference between AI servers and ordinary servers is that AI servers usually play combined fists, such as CPU+GPU, CPU+TPU, CPU+ other acceleration cards, etc., the CPU in the AI server completely offloads the burden of computing power, and Dangdangs the leadership command.


Post time: Jun-25-2023