Cloud Computing Graph

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

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 ...

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 ...

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 ...

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 ...

While it is now understood that cloud computing has nothing to do with the weather, the security of cloud computing remains questionable and some cyber-attacks are still in the air. Because this technology is being used by millions of users, it is possible to believe that cloud computing is creating huge job opportunities in the IT world. But the understanding of cloud computing, we see that the industry still has a lot of misunderstanding? Is the future of cloud computing a mirage or will it be realized? To this end, the small series collected from the United States, the largest private University of DeVry University survey conducted by the survey results of the information presented in the chart gives us a more objective ...

This reporter Go Qingping reported in the fiery "cloud computing" concept behind the various IT vendors released a variety of support cloud computing development of new products, new technologies. Beijing Super Graphic Software Co., Ltd. released its first geo-information software PRODUCT to support cloud computing.　　The company's president, Song Guanfu, is confident of a new product called Supermap GIS 6R (2012), and believes the birth of the product marks a major breakthrough in GIS support for cloud computing and will "unveil the era of cloud computing in China's geo-information industry". GIS is ...

NI: Ladies and gentlemen, I am very pleased to have the opportunity to attend the 2011 China Cloud computing and cloud Services Summit, and I would like to discuss some superficial views on the development of China's cloud computing. I have four things to do today, first of all, about the cloud computing model. Second, to build China's own controllable cloud computing industry chain. Third, the opportunity of cloud computing in China. Four, the way to realize Low-cost informatization. Here's what the cloud computing model means to us. "Twelve-Five" countries have put the next generation of information technology industry as the first emerging industries, this ...

In "2011 China cloud Computing and Cloud Service Summit Forum", associate dean of Lenovo Institute Du Xiaoli did a lecture on "Mining the real value of cloud computing, grasping key industry opportunities" as the theme of the following text record. Hello everyone! To talk about what cloud computing is, instead of trying to define it, talk about the core framework and architecture of cloud computing. Simply put, when we are going to use cloud computing, customers will ask what cloud computing can solve. Cloud computing can solve many problems, but some problems may not be solved by cloud computing, but there are two kinds of problems.

Why the more prosperous and developed cities, people's survival pressure, and in poor and backward rural areas, people's survival pressure is very small, this is determined by the inherent rules of the wealth system, not because of people's subjective desire to change. 　　For example, if the United States wants to really solve the economic crisis under the bustling imagery, it needs to really understand the human wealth system and fundamentally find a solution to the crisis. People die for wealth, birds for food, although many reasons have been woven to justify this argument, but can not change the cruel objective reality. Wealth provides people with the most basic living material, people all the lines ...