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Cloud computation-based GPU performance monitoring system

A monitoring system and cloud computing technology, applied in computing, hardware monitoring, instruments, etc., can solve the problems of cumbersome performance data, low work efficiency, and high cost, and achieve the effect of reducing management and maintenance costs, improving efficiency, and speeding up response speed.

Active Publication Date: 2018-11-02
南京维拓科技股份有限公司
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  • Abstract
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AI Technical Summary

Problems solved by technology

In this scenario, it will be very cumbersome for the administrator to check the performance data of each node. There is no unified and convenient tool to provide the performance status of the entire system, the cost of maintaining the entire system is high, and the work efficiency is low.

Method used

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  • Cloud computation-based GPU performance monitoring system
  • Cloud computation-based GPU performance monitoring system
  • Cloud computation-based GPU performance monitoring system

Examples

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Embodiment 1

[0042] Example 1: see figure 1 , a GPU performance monitoring system based on cloud computing, the monitoring system includes a GPU performance data collection module, a cloud platform and user terminals (Web end and APP mobile terminal), the GPU performance data collection module collects the GPU of the graphics workstation The performance data is uploaded to the cloud platform, and the cloud platform stores the performance data, and the user can view the performance data in the cloud platform by using a terminal; the cloud platform includes a communication module, a storage module and a data analysis module, and the communication module is used for each sub-module The communication between them includes performance data upload, communication between user terminal and cloud platform, communication between analysis module and user terminal; the storage module is used to store GPU performance data, and all stored data are measured values ​​based on time points, and only Data wi...

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Abstract

The invention relates to a cloud computation-based GPU performance monitoring system. A GPU performance data acquisition unit is used for uploading acquired GPU performance data to a cloud platform-based service center; the service center is responsible for storing the performance data and calculating performance indexes according to rules; and managers can check the real-time performance indexesthrough a mobile terminal or a PC. When the performance indexes exceed a preset range, the service center initiatively notifies the managers through an intelligent terminal. The system is capable of observing GPU performance in real time so as to enable the managers to conveniently grasp the using conditions of GPU resources, and receiving notification information in time, deploying resources andgiving reasonable correspondences when GPU using is overloaded so as to greatly reduce the whole workstation management and maintenance cost and improve the working efficiency of maintenance of the managers.

Description

technical field [0001] The invention relates to a monitoring system, in particular to a cloud computing-based GPU performance monitoring system, belonging to the field of GPU performance acquisition and monitoring. Background technique [0002] With the development of virtualization technology, more and more companies and individuals use virtualization scenarios to work. With the development of graphics processing technology, the rendering design work with higher requirements on GPU performance can also take advantage of the benefits brought by virtualization. In the field of industrial 3D design, dedicated graphics workstations and design software are very expensive. Virtualization technology can enable multiple people to share the computing power of the GPU, enabling resource reuse and reducing design costs. In this case, while the utilization rate of the GPU is increased, the load on the GPU is also increased. Therefore, there is a need for a method and system for monit...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F11/30
CPCG06F11/3006G06F11/3051
Inventor 杨松贵谌瑞敏李晔飞
Owner 南京维拓科技股份有限公司
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