Method and device for scheduling server computing resources and medium
A technology for scheduling servers and computing resources, applied in the server field, can solve the problems of insufficient computing resources, dissatisfied platform performance, redundant computing resources, etc., to optimize computing efficiency, improve computing resource utilization, and achieve the same effect as above.
Pending Publication Date: 2022-07-15
SUZHOU LANGCHAO INTELLIGENT TECH CO LTD
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Problems solved by technology
These two modes seem to be different, but in fact, whether it provides interfaces or nodes, the computing resources allocated by the platform for user services are basically fixed, which may lead to disadvantages in the utilization of server computing resources
When the computing power required by the service currently running by the user is low, the computing resources allocated to the user appear redundant, reducing the utilization rate of the server's computing resources; and when the computing power required by the service is high, the computing resources allocated to the user There are deficiencies, which reduce the operating efficiency of the service and cause users to be dissatisfied with the performance of the platform
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[0053] The technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application. Obviously, the described embodiments are only a part of the embodiments of the present application, but not all of the embodiments. All other embodiments obtained by those of ordinary skill in the art based on the embodiments in the present application without creative work fall within the protection scope of the present application.
[0054] The core of the present application is to provide a method, apparatus and medium for scheduling server computing resources, which are used to reasonably schedule server computing resources.
[0055] For ease of understanding, the hardware structure used in the technical solution of the present application is introduced below. The hardware architecture of the resource scheduling method provided by the present application mainly includes a se...
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The invention discloses a method and device for scheduling server computing resources and a medium, and relates to the field of servers. The method comprises the following steps: acquiring a first difference value between calculation resource quantities allocated to user services by a server at adjacent moments; inputting the first difference value and a first calculation resource quantity distributed by the server for the user service at the current moment into a pre-established reinforcement learning model; outputting the computing resource scheduling amount of the server through the reinforcement learning model; and scheduling the computing resources according to the computing resource scheduling amount of the server. Compared with the method that the server distributes fixed computing resources for the user service, the computing resource scheduling amount of the server is calculated through the reinforcement learning model, so that the computing resources are distributed for the user service according to the computing resource scheduling amount of the server; therefore, the computing resources allocated to the user service by the server are utilized as much as possible to the maximum extent, the computing efficiency of the user service is optimized to a certain extent, and the computing resource utilization rate of the server is improved.
Description
technical field [0001] The present application relates to the field of servers, and in particular, to a method, apparatus and medium for scheduling server computing resources. Background technique [0002] Cloud computing and high-performance computing are both popular research and application directions in the Internet field. There are countless products related to them in the software and hardware market, such as "Google Cloud", "Alibaba Cloud" and various supercomputers. In recent years, the boundary between cloud computing and high-performance computing has gradually blurred, and a new concept has emerged. "Cloud high-performance computing" combines the form of cloud services with high-performance features, and it is bound to have wider applications. prospect. Most of these technologies mentioned above are based on the support of a hardware product, and high-performance servers with huge computing resources require the support of high-performance server clusters for a l...
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Login to View More IPC IPC(8): G06F9/48G06F9/50
CPCG06F9/4843G06F9/5027
Inventor 耿志成杨虎
Owner SUZHOU LANGCHAO INTELLIGENT TECH CO LTD