Research of Hadoop-based digital library data service system

被引:7
|
作者
Hao, Fengjie [1 ]
Liu, Fei [1 ]
机构
[1] PLA 72671, Jinan, Shandong, Peoples R China
关键词
Hadoop; HDFS storage; Data retrival; Digital library;
D O I
10.1109/IHMSC.2017.26
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In view of the rapid growth of digital library data, the data of different structures are increasing day by day. The traditional data processing model can not be qualified for the storage and management of massive heterogeneous data. A Hadoop-based digital library service system is designed and implemented for all the practical problems in the big data field. The system makes full use of the massive storage capacity and strong parallel computing power of Hadoop platform. It designs a custom business process model and extended component interface, to achieve distributed storage and computing of digital library system. In order to further verify the efficiency of the system, respectively, through the Hadoop cluster and stand-alone system, the different sizes of digital library resources are experimented for analysis. Experiments show that the Hadoop-based data processing system can significantly improve the data processing capacity, and be more suitable for mass unstructured data storage, retrieval and analysis.
引用
收藏
页码:85 / 88
页数:4
相关论文
共 50 条
  • [1] Research of Hadoop-based data flow management system
    Institute of Network Technology, Beijing University of Posts and Telecommunications, Beijing 100876, China
    不详
    [J]. J. China Univ. Post Telecom., 1600, SUPPL.2 (164-168):
  • [2] Exploratory Research on Developing Hadoop-based Data Analytics Tools
    Palit, Henry Novianus
    Dewi, Lily Puspa
    Handojo, Andreas
    Basuki, Kenny
    Mirabel, Mikiavonty Endrawati
    [J]. 2017 INTERNATIONAL CONFERENCE ON SOFT COMPUTING, INTELLIGENT SYSTEM AND INFORMATION TECHNOLOGY (ICSIIT), 2017, : 160 - 166
  • [3] A Hadoop-based Molecular Docking System
    Dong, Yueli
    Guo, Quan
    Sun, Bin
    [J]. 2017 INTERNATIONAL CONFERENCE ON CLOUD TECHNOLOGY AND COMMUNICATION ENGINEERING (CTCE2017), 2017, 910
  • [4] Hadoop-based Model of Mass Data Storage
    Yang, Li
    [J]. APPLIED SCIENCE, MATERIALS SCIENCE AND INFORMATION TECHNOLOGIES IN INDUSTRY, 2014, 513-517 : 632 - 634
  • [5] A Hadoop-based approach for efficient web service management
    Wang, Shangguang
    Su, Wei
    Zhu, Xilu
    Zhang, Hongke
    [J]. INTERNATIONAL JOURNAL OF WEB AND GRID SERVICES, 2013, 9 (01) : 18 - 34
  • [6] Hadoop-Based Big Data Distributions: A Comparative Study
    Hamdaoui, Ikram
    El Fissaoui, Mohamed
    El Makkaoui, Khalid
    El Allali, Zakaria
    [J]. EMERGING TRENDS IN INTELLIGENT SYSTEMS & NETWORK SECURITY, 2023, 147 : 242 - 252
  • [7] Design and Implementation of the Hadoop-based Crawler for SaaS Service Discovery
    Alkalbani, Asma
    Shenoy, Akshatha
    Hussain, Farookh Khadeer
    Hussain, Omar Khadeer
    Xiang, Yanping
    [J]. 2015 IEEE 29th International Conference on Advanced Information Networking and Applications (IEEE AINA 2015), 2015, : 785 - 790
  • [8] digital library recommender system on Hadoop
    Ismail, Ahmed Slama
    Al-Feel, Haytham
    [J]. 2015 IEEE 4TH SYMPOSIUM ON NETWORK CLOUD COMPUTING AND APPLICATIONS - NCCA 2015, 2015, : 111 - 114
  • [9] Hadoop-based Service Registry for Geographical Knowledge Service Cloud: Design and Implementation
    Lin, Jianfeng
    Wu, Xiaozhu
    Chen, Chongcheng
    Liu, Yewei
    [J]. 2013 INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND TECHNOLOGY (ICIST), 2013, : 961 - 966
  • [10] Development and Application of Personal Hadoop-Based Big Data Platform
    Wu, Gary
    Lin, Franco
    Chang, Wen-Yi
    Tsai, Whey-Fone
    Lin, Shi-Ching
    Yang, Chao-Tung
    [J]. Journal of the Chinese Institute of Civil and Hydraulic Engineering, 2018, 30 (02): : 107 - 120