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Graph data processing method and graph data calculation task distribution method

A technology for computing tasks and graph data, applied in the field of graph computing, can solve problems such as low computing efficiency of graph data, and achieve the effects of improving processing efficiency, improving efficiency, and improving publishing efficiency

Active Publication Date: 2018-10-19
TENCENT TECH (SHENZHEN) CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0004] Based on this, it is necessary to provide a graph data processing method, a graph data calculation task distribution method, a device, a computer-readable storage medium, and a computer device for the technical problem of low computing efficiency of graph data.

Method used

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  • Graph data processing method and graph data calculation task distribution method
  • Graph data processing method and graph data calculation task distribution method
  • Graph data processing method and graph data calculation task distribution method

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Embodiment Construction

[0052] In order to make the purpose, technical solution and advantages of the present application clearer, the present application will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present application, and are not intended to limit the present application.

[0053] figure 1 It is an application environment diagram of the graph data processing method in an embodiment. refer to figure 1 , the graph data processing method is applied to a distributed graph computing system. The distributed graph computing system includes a control node 110 , a computing node 120 and a data warehouse 130 . The control node 110 and the computing node 120 are connected through a block chain network, and the control node 110 and the computing node 120 are respectively connected with the data warehouse 130 through the network. The control node 110 ...

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Abstract

The application relates to a graph data processing method and a graph data calculation task distribution method; the graph data processing method comprises the following steps: obtaining sub-graph data divided from to-be-processed graph data; executing a calculation task on the sub-graph data, thus obtaining corresponding global data and local data; writing the global data into a block chain network; using a distributed calculation node cluster to update the global data in the block chain network; obtaining the most update global data from the block chain network; iteratively executing the calculation task for the sub-graph data according to the obtained most update global data and the local data until an iteration stop condition is satisfied, thus obtaining a calculation result. The method can improve the graph data processing efficiency.

Description

technical field [0001] The present application relates to the technical field of graph computing, and in particular, to a method and device for processing graph data, and a method and device for publishing computing tasks of graph data. Background technique [0002] With the development of computer technology, an abstract expression of a graph structure of the real world based on "graph theory" and a computing model based on this data structure, that is, graph computing, have emerged. In specific applications, graph data can be used to represent information such as social networks, commodity purchase relationships, road traffic networks, communication networks, etc., and the computing requirements based on graph data are also increasing and becoming more and more complex. [0003] Traditional graph computing methods are usually graph computing methods based on the idea of ​​centralization. In the graph computing process, parameter servers are often used to store and update d...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): H04L29/08H04L29/06H04L9/06
CPCH04L9/0643H04L63/0442H04L67/10H04L67/1008H04L67/1095H04L9/3239G06F9/5072H04L67/104H04L63/12H04L9/50G06F9/4881G06F9/505
Inventor 郑博刘日佳刘志斌陈谦
Owner TENCENT TECH (SHENZHEN) CO LTD
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