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Resource bottleneck prediction method and device, system and readable storage medium

A prediction method and resource technology, applied in resource allocation, program control design, instruments, etc., can solve resource bottlenecks, cannot be scientifically predicted, and affect the normal operation of business systems, etc., to improve accuracy, scientificity, and direct correlation Effect

Active Publication Date: 2018-04-20
WEBANK (CHINA)
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Problems solved by technology

[0004] The main purpose of the present invention is to provide a resource bottleneck prediction method, equipment, distributed business system and computer-readable storage medium, aiming to solve the problem of resource bottlenecks caused by resource preemption in the prior art that cannot be scientifically predicted, and thus cannot be obtained. Solve technical problems that affect the normal operation of business systems

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  • Resource bottleneck prediction method and device, system and readable storage medium
  • Resource bottleneck prediction method and device, system and readable storage medium
  • Resource bottleneck prediction method and device, system and readable storage medium

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Embodiment Construction

[0034] It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.

[0035] Such as figure 1 as shown, figure 1 It is a schematic structural diagram of the device hardware operating environment involved in the solution of the embodiment of the present invention.

[0036] The resource bottleneck prediction device in the embodiment of the present invention may be a PC, a server, or a device with a display function such as a tablet computer or a portable computer.

[0037] Such as figure 1 As shown, the resource bottleneck prediction device may include: a processor 1001 , such as a CPU, a communication bus 1002 , a user interface 1003 , a network interface 1004 , and a memory 1005 . Wherein, the communication bus 1002 is used to realize connection and communication between these components. The user interface 1003 may include a display screen (Display), an input unit such as a keyboar...

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Abstract

The invention discloses a resource bottleneck prediction method, which is applied to a distributed business system. The method comprises the following steps of building a mathematic model between a message quantity of a single host and resource use in a machine learning mode; based on a message calling relation of a message bus, generating a calling tree of businesses corresponding to service scenes; and based on the mathematic model and the calling tree, performing resource bottleneck prediction on the businesses. The invention furthermore provides a resource bottleneck prediction device, a distributed business system and a computer readable storage medium. The quantization of resource use is realized, and an association relationship between the businesses and resources is established, sothat the resource bottleneck can be scientifically predicted based on business dimensions.

Description

technical field [0001] The present invention relates to the technical field of machine resource prediction, in particular to a resource bottleneck prediction method, equipment, distributed service system and computer-readable storage medium. Background technique [0002] In order to improve the utilization efficiency of machine resources, most of the existing business systems adopt a mixed distributed deployment architecture. In this mode, resources are fully utilized and system maintenance costs can be greatly reduced. [0003] In order to maximize the use of machine resources, multiple services are often deployed on the same machine at the same time in existing distributed business systems, and resource preemption among these services is a relatively difficult to predict problem. The existing method can only roughly estimate the possible situation in production based on the operation of the test environment. However, due to the great differences between the test environme...

Claims

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Application Information

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IPC IPC(8): G06F9/50
CPCG06F9/505G06F2209/501G06F2209/5019
Inventor 李冕正曾纪策朱红燕莫林林
Owner WEBANK (CHINA)
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