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Research on the architecture and key technology of data mining platform based on cloud computing Ding Yangqingping Qian Yuming with the advent of cloud computing, traditional data mining system has a bottleneck in the analysis and mining of massive data. This paper presents a data mining platform based on cloud computing, which has the advantages of high scalability, massive data processing capability, service-oriented and low cost of hardware, and can support the design and application of large-scale distributed data mining system. The platform can greatly reduce the operators, enterprises in data mining technology input and can accelerate its ...

Architecture and design of logistics public information platform based on cloud computing Cao Liming with the rise of cloud computing and the development of logistics industry, cloud computing has attracted much attention in the application of public information platform of Logistics. The theory and technology of cloud computing and logistics Public information platform are summarized by the method of literature analysis. From the point of view of software engineering, the logic structure of the logistics public Information platform based on cloud computing is given, and the architecture of cloud platform is proposed, and the design requirements of cloud Platform system are analyzed and pointed out. This paper discusses the system design and function realization of cloud Platform system at all levels. ...

Ant colony algorithm based on cloud computing to solve the shortest path of urban road network Yangqingfang Meadow Han Zhenpo Zhangbiao in order to solve the problem of large amount of data encountered in solving the shortest path of urban road network, an ant colony algorithm based on cloud computing is proposed. This algorithm combined with simulated annealing algorithm, in addition to the shortcomings of ant colony algorithm, and MPI parallel ant colony algorithm, with the increase of the number of nodes operating speed significantly faster. Ant colony algorithm based on cloud computing for solving shortest path of urban road network

Based on the cloud computing marketing Decision support System Zhang, Song Fogen Design and implement a cloud based marketing decision support system, and other management decision-making subsystem interaction, together constitute a complete modern enterprise management decision support system.  The system's database adopts the distributed design, which makes the system have the ability of independently processing the local database, and can also read the data in the remote database. System Model Library contains a variety of marketing factors of the decision model, ...

Architecture and construction of distance education platform based on cloud computing Xin to cloud computing is a new model of modern computing, it has been widely applied to the structure and construction of modern transportation education platform, which promotes the continuous improvement of distance teaching quality and level, therefore, this paper introduces the application advantages of cloud computing mainly by expounding the connotation and service form of cloud computing. , and then discusses the cloud computing in the Distance Education platform architecture system, resource construction, client and other aspects of the application of the embodiment, so as to promote the application of cloud computing development. Architecture and construction of distance education platform based on cloud computing

Remote medical diagnosis and consultation system based on cloud computing Lu Yang Zhang Shuxu Berliner Rainbow designed and developed a remote medical diagnosis and consultation system based on cloud computing, which provides perfect personal electronic health file management mechanism, mobile medical tool (mobile terminal based on Android), and constructs a variety of "  Cloud services "resources, including content-based image search technology, virtual four-dimensional CT technology, focus automatic screening technology. The ...

Research on the key technology of remote diagnosis based on cloud computing Zhengzhou University Zhu Zhaopeng This paper studies the distributed storage and parallel computing technology in cloud computing. The paper studies the storage management scheme of the fault diagnosis data on the Hadoop platform and the parallel computing method of the related intelligent fault diagnosis algorithm based on map/reduced, which lays a foundation for developing the remote diagnostics related application in Hadoop or other cloud computing platform. The remote diagnosis system based on cloud computing has the characteristics of flexibility, low cost, high efficiency and so on, which is suitable for setting ...

Research on Knowledge Service recommendation system based on cloud computing the large double cloud computing platform in Henan Normal University provides a natural advantage for the recommendation system. First, the data storage in the cloud is clustered, the storage management is virtualized, theoretically provides the capacity-limited data storage ability and the efficient data throughput ability for the recommendation system, so the recommendation system can have the fast acquisition, the massive training data, and then, to provide the high quality recommendation result; The cloud's distributed computing power and physical resources virtualization to the recommendation system provide a high responsiveness, which helps to provide a large number of users with personality ...

Research on mass data processing based on cloud computing and data mining technology Wang Peng Wang Jian An Guo Baziz mainly introduces the use of the optimized sprint algorithm for mass data processing under the Hadoop platform. This paper introduces the traditional sprint algorithm of data mining algorithm, and then combines the MapReduce programming pattern in cloud computing to improve and optimize the sprint algorithm, porting the parallel sprint algorithm to the Hadoop platform, and finally realizing the distributed data processing through experiment. Keywords: cloud computing, data mining, SP ...

Design of third party logistics management system based on cloud computing platform Harbin University of Technology Wu Wenji This paper discusses the development of the third party logistics management system and cloud computing, as well as the key development technology of the system. Combined with the management of logistics service, using cloud computing, WEB, database and ASP.net technology, the overall structure of logistics information management system is designed, and the business analysis and use case analysis of the system are completed in detail. The system is based on Windows Azure Platform Cloud application, basically realized in the whole logistics activities of the Third party logistics enterprises for customers ...

The realization of remote laboratory of computer hardware based on cloud computing platform Yang Longjun Lu Hongyi aiming at the problems of the traditional computer hardware experiment and virtual experiment, a remote laboratory based on cloud Computing and Real Experiment Board was proposed. Using the browser can be remotely configured on the experimental board FPGA experiments; The server can record the user experiment log and effectively dispatch the hardware resources. The function of saving and restoring the experimental snapshots is realized by using JTAC mechanism. The system also supports the experimental reservation function. On this basis, the computer hardware remote laboratory is developed, and the test results show that ...

The design and realization of information system based on cloud computing platform and Sina Weibo Ceng this paper focuses on the research of coding, post maintenance and information publishing in the field of information management system. The analysis found that the traditional local development, the autonomous construction of the server, has a huge disadvantage-coding low efficiency and deployment of high hardware costs, while the information exchange is limited to a few administrators. Then put forward the development and deployment model based on cloud computing platform and docking with SNS platform, using the existing tools and services of cloud computing platform to improve the development speed and reduce maintenance costs, ...

The design of vehicle locating system based on cloud computing vision Technology Yang Hu Wenhong in the process of Hit-and-run, the moving vehicle image has a fast background change, and there are a lot of similarity features in the image, which makes the characteristic of the vehicle locating change; The traditional vehicle positioning system lacks the ability to deal with this background change and pixel interference, the calculation of the system has a large amount of delay, resulting in inaccurate positioning effect; a design method of vehicle locating system based on cloud computing vision technology is proposed in this paper ...

Real-time monitoring platform based on cloud computing network Ouyang Zhonghui Majin Jade China's rapid development of the series of environmental pollution problems has begun to affect the urban and rural people's living environment, health and even daily travel. In order to develop the economy and protect the environment and resources, to block the deterioration of the environment of construction projects and pollution sources is a must-go path. We designed the circular economy measure platform based on cloud computing, which can monitor all kinds of circular economy index, early warning value and critical value in time, and send out different levels of early warning to guide the execution of related management action. Based on cloud ...

Construction and implementation of BIM private cloud Platform center of Construction Enterprise Xu Xun Shan Hanbin Wei Juan Zhao Guang This paper presents a solution of BIM private cloud platform, aiming at the disadvantages of the traditional BIM application of construction enterprises. From the construction of ideas, this paper introduces the framework of the private cloud platform of the construction enterprise, and evaluates the usability through the risk analysis, and finally introduces the function module of the platform through an implementation case, which reflects the implementation effect of the BIM private cloud platform of the construction enterprise.

Design and implementation of small file system in reconfigurable cloud computing domain Liu Haoyang Yong Yong with the efficiency of ASIC system and the programmability of software, the reconfigurable concept makes the computer's performance gain further space for improvement. But in the background of cloud computing application, a file system is needed to efficiently deal with the mass of small files on the Internet. For this purpose, this paper expounds and analyzes the existing small file system and designs a small file system (Fpgasmallfs) based on Field Programmable gate Array (FPGA). The system improves the speed of file system by simplifying file system structure and dynamically dividing disk volumes.

Customer service System Deployment cloud computing solutions and practices Tri Yu Xinyu Customer service System is facing the problem of high cost and difficult maintenance. This paper uses desktop virtualization (virtual Desktop INFRASTRUCTURE,VDI) technology to put forward the technology scheme and implementation strategy of customer service system virtualization, which separates the computer hardware, operating system, user profile and application of different desktop users. Enables end users to access their desktop work environment from time to time over the network. Practice shows that virtualization customer service ...

Using cloud computing to LIDAR data product virtualization processing Tang Xuan Wang Liu Zhongliang Airborne LiDAR Data processing computation is large, the processing algorithm is numerous, the traditional data processing method based on single machine and serial computing has been difficult to quickly respond to the demand of a large number of users for personalized products. On the basis of discussing the concept of virtual LiDAR data product, this paper puts forward a LiDAR data processing method based on cloud computing, and proves the validity and feasibility of the method by experiment. Virtualization of LIDAR data products with cloud computing

Architecture analysis of service-oriented cloud manufacturing system Kangling Wu Wang Shilongjie in order to solve the problem that the current cloud manufacturing is short of application mode, based on the characteristics of cloud manufacturing lifecycle intelligent Manufacturing, on-demand dynamic construction and multi granularity service, a 5-layer architecture of agent-based cloud manufacturing system is proposed. Based on the idea of service-oriented, this paper establishes the Owls ontology model of cloud manufacturing, completes service request, release and binding process through ontology mapping, inference machine and matching, and proposes a Owls ontology extension framework and Web Semantic description method for cloud manufacturing service.

Process-aware cloud job resource Scheduling Weishing This paper presents a process-aware task scheduling algorithm ioaware o This algorithm evaluates the hardware performance of compute nodes and guesses the attributes of tasks during the execution of tasks. When the successor task is assigned, the performance of the compute node is assigned to different tasks, thus achieving the shared compute node disk IO effect. This can shorten the execution time of parallel tasks and increase the throughput of the cluster. The characteristics of the ioaware algorithm are embodied in two aspects: first, from the task to the disk IO ...