Cloud Graph

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Research on distributed polar Graph construction algorithm based on MapReduce Beijing Jiaotong University Nannan with the rapid development of cloud computing technology, many research and applications related to large-scale data processing have been migrated to cloud computing environment, such as data mining, network search, image processing and bioinformatics analysis. The large scale data processing technology is also the research hotspot in the field of high performance computing. In the graph theory research, the polar graph constructs the algorithm as the Polar graph theory important research content, receives the people's attention more and more. The polar graph is the graph which satisfies certain stipulation condition and the number of edges, its construction ...

A large-scale derived sub-graph extraction algorithm for adaptive cloud Guo Xin Dongjian Zhouqingzhuang Ping for the existing cloud computing platform resource allocation and the traditional derivation of the sub-graph mining efficiency is lower, and further enhance the cloud computing platform resource integration utilization efficiency and large-scale export of child graph mining efficiency, In this paper, an adaptive cloud extraction algorithm is proposed to solve the problem of resource optimization and mass map mining. Firstly, it introduces the concept of cloud computing and the related concepts of the derivation of the sub graph and the problem description. Then, according to the MapReduce parallel processing model ...

Graph data processing in the past has been the patent of data scientists, as the application of data has become more and more widely used, graph analysis becomes an essential part of the field of data analysis, people increasingly need to be easy to use, simple graph data analysis tools. Graphlab is a very popular open source project, Graphlab developers are constantly pursuing the innovation and development of graph computing, so that it can meet the requirements of mass data processing. Sframe's debut appears low-key and mysterious, but its function is not to be underestimated, it extends the graphlab to the table so that it can easily manage TB series ...

Analysis of large scale graph data processing technology in cloud computing environment Liyuan This article begins with the introduction of cloud computing, and studies the storage mode of graph data based on cloud computing, the segmentation of graph data, the calculation model of graph data and the query processing of graph data. It is hoped that the research in this paper can help to improve the data processing technology of large-scale map. Analysis of large scale graph data processing technology in cloud computing environment

Figure http://www.aliyun.com/zixun/aggregation/14345.html "> Data processing in the past has been the patent of data scientists, as the application of data is more and more extensive, large data analysis has become an essential part of the field of data analysis, There is a growing need for easy access to simple graph data analysis tools. Graphlab is a very popular open source project, Graphlab developers are constantly pursuing the innovation and development of graph computing, so that it can cater to a large amount of ...

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