Showing 61 - 80 results of 1,987 for search '"big data"', query time: 0.06s Refine Results
  1. 61

    On the research for big data uses for public good purposes by Adeline Decuyper

    Published 2016-12-01
    Subjects: “…big data…”
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    An AkNN Algorithm for High-Dimensional Big Data by Zhongwei Wang, Yefang Chen, Siyou Xiao, Jiangbo Qian

    Published 2015-07-01
    “…A new variant of k nearest neighbor queries,which called as all k-nearest neighbor queries(AkNN),is a process to search the k nearest neighbors of each object in a data set.An AkNN query algorithm for high-dimensional big data on the Hadoop system was proposed.Using the banding technique and the p-stable LSH algorithm,dimensionality reduction was performed,then the data was embeded in a Z-order curve.The preprocessed data were continued to be treated on a MapReduce framework in a distributed parallel manner.Experimental results show that the proposed algorithm can efficiently handle AkNN queries for large-scale high-dimensional data.…”
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  5. 65

    Research on Security Connotation and Response Strategies for Big Data by Kun Hu, Di Liu, Minghui Liu

    Published 2014-02-01
    “…Big data is easy to understand which has many potential application requirements and foreseeable enormous economic benefits.With the development of mobile internet,cloud computing and M2M,big data become a new focus in the information technology field.But,it brings some challenges and problems,such as data security and privacy protection.The security requirements of big data in various fields were reviewed,and the security features and problems in big data environment were analyzed.Then the security connotation of big data was summarized and some response strategies were proposed.…”
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  6. 66

    Efisiensi Big Data Menggunakan Improved Nearest Neighbor by Aditya Hari Bawono, Ahmad Afif Supianto

    Published 2019-12-01
    “…Sorting phase of kNN becomes a computation problem when it is done on big data. In the effort to overcome the classification of big data a more accurate and efficient method is required. …”
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    Applications of a big data platform based on PaaS by Haiyong XU, Yan HUANG

    Published 2018-01-01
    Subjects: “…big data…”
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    Instantaneous correlations of Shannon’s big data in nonlocal cosmos by Igor É. Bulyzhenkov

    Published 2025-01-01
    “…Shannon entropy for big data can describe both macro- and mega-entanglement of correlated densities. …”
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    Implementation of a big data anonymization system based on Spark by Chaoyi BIAN, Shaomin ZHU, Tao ZHOU

    Published 2018-04-01
    “…Group based anonymization is a classical data anonymization framework,which achieves the effect of privacy protection by constructing groups of anonymized data records ensuring that records in the same group cannot be distinguished with each other.The electric power industry big data analysis involves the core data of the power enterprises and the user privacy data,the data sensitivity is stronger,traditional data anonymization systems are unable to meet the needs of big data business applications and safety protection of electric power industry.A new big data anonymization system based on Spark was designed and implemented,which could provide the support for multiple data formats stored on Hadoop and substantially improve the processing efficiency for big data.…”
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