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Multi-mode database-oriented benchmark evaluation system and construction method thereof

A construction method and database technology, applied in the field of benchmarking systems, can solve problems such as database downtime

Pending Publication Date: 2022-06-28
HOHAI UNIV
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Problems solved by technology

If the server memory overflows, the database will also face downtime

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  • Multi-mode database-oriented benchmark evaluation system and construction method thereof

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Embodiment Construction

[0030] Below in conjunction with specific embodiments, the present invention will be further illustrated, and it should be understood that these embodiments are only used to illustrate the present invention and not to limit the scope of the present invention. The modifications all fall within the scope defined by the appended claims of this application.

[0031] like figure 1As shown, a benchmark evaluation system oriented to a multi-modal database includes: a distributed database module, a resource monitoring module, a message transmission module, a workload execution module and an evaluation record management module.

[0032] The distributed database module involves a total of two multimodal databases: ArangoDB and OrientDB. Each database is installed and deployed on Alibaba Cloud servers in the form of master-slave distributed clusters. The distributed database module is the basis of the evaluation system and the main body of the evaluation system.

[0033] The resource ...

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Abstract

The invention discloses a multi-mode database-oriented benchmark evaluation system and a construction method thereof. The system comprises a distributed database module, a resource monitoring module, a message transmission module, a workload execution module and an evaluation record management module. The method comprises the following steps: (1) installing and deploying a related database cluster; (2) installing and deploying Prometheus resource monitoring software and Grafana resource monitoring software; (3) realizing an asynchronous message transmission queue based on Zookeeper and Kafka; (4) realizing a load execution program based on a Java language, wherein the load execution program is used for connecting the asynchronous message transmission queue and the distributed database cluster; and (5) realizing evaluation record management based on a Java language and a front-end framework vue, and providing a visual page for evaluation task creation and evaluation result viewing.

Description

technical field [0001] The invention relates to a benchmark evaluation system oriented to a multimodal database and a construction method thereof, and the technical field of software performance evaluation and measurement analysis. Background technique [0002] There is an increasing demand for analyzing and processing multimodal data, which can be divided into structured data, semi-structured data and unstructured data. Structured data includes relational data, key-value pairs, and graph data. When it is necessary to manage multimodal data, which multimodal database to choose is an unavoidable key issue. Existing research work on multi-modal databases mainly focuses on comparing the differences in execution time of multi-modal databases, without paying attention to the resource status of servers. If the server runs out of memory, the database will also face downtime. In a distributed environment, system failures are considered normal events rather than unexpected events,...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/27G06F16/2458G06F9/54G06F9/50
CPCG06F16/27G06F16/2471G06F9/546G06F9/5016G06F9/505G06F2209/548
Inventor 盛新军王志坚高祥涛叶枫兰林李凤生
Owner HOHAI UNIV
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