Study of CDR Real-time Query Based on Big Data Technologies

被引：0
|
作者：
Gao, Zhiheng [1 ]
Chen, Kang [1 ]
Bi, Lingyan [1 ]
机构：
[1] South China Univ Technol, Commerce Dept, Guangzhou, Peoples R China
来源：
PROGRESS IN MECHATRONICS AND INFORMATION TECHNOLOGY, PTS 1 AND 2 | 2014年 / 462-463卷
关键词：
CDR; Real-time Query; Big Data;
D O I：
10.4028/www.scientific.net/AMM.462-463.845
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper describes big data technology layers, analyses the CDR (Call Data Records) real-time query scenario of telecommunications and brings forward a fast indexing and query solution based on the open source Hadoop platform. A CDR real-time query system was built according to the solution. A performance test was conducted with the real dataset of a city with 3 million subscribers. Compared with the existing system, the big data solution can greatly improve data processing performance and support real-time query with lower hardware and software investment.
引用
收藏
页码：845 / +
页数：2
相关论文
共 50 条
  • [41] Processing of real-time data in big manufacturing systems
    Benesch, Manfred
    Kubin, Hellmuth
    Kabitzsch, Klaus
    27TH INTERNATIONAL CONFERENCE ON FLEXIBLE AUTOMATION AND INTELLIGENT MANUFACTURING, FAIM2017, 2017, 11 : 2114 - 2122
  • [42] SmartMonit: Real-time Big Data Monitoring System
    Demirbaga, Umit
    Noor, Ayman
    Wen, Zhenyu
    James, Philip
    Mitra, Karan
    Ranjan, Rajiv
    2019 IEEE 38TH INTERNATIONAL SYMPOSIUM ON RELIABLE DISTRIBUTED SYSTEMS (SRDS 2019), 2019, : 357 - 359
  • [43] Real-Time Big Data Analysis Architecture and Application
    Sharma, Nandani
    Agarwal, Manisha
    DATA SCIENCE AND BIG DATA ANALYTICS, 2019, 16 : 313 - 320
  • [44] A Kind of Real-Time Search Method for Big Data
    Zhang, Guigang
    INTERNATIONAL CONFERENCE ON REMOTE SENSING AND WIRELESS COMMUNICATIONS (RSWC 2014), 2014, : 395 - 400
  • [45] Spammer Detection for Real-Time Big Data Graphs
    Eom, Chris Soo-Hyun
    Lee, James Jung-hun
    Lee, Wookey
    Kim, Jinho
    2016 INT IEEE CONFERENCES ON UBIQUITOUS INTELLIGENCE & COMPUTING, ADVANCED & TRUSTED COMPUTING, SCALABLE COMPUTING AND COMMUNICATIONS, CLOUD AND BIG DATA COMPUTING, INTERNET OF PEOPLE, AND SMART WORLD CONGRESS (UIC/ATC/SCALCOM/CBDCOM/IOP/SMARTWORLD), 2016, : 1227 - 1227
  • [46] A framework for shopfloor material delivery based on real-time manufacturing big data
    Ren, Shan
    Zhao, Xibin
    Huang, Binbin
    Wang, Zhe
    Song, Xiaoyu
    JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2019, 10 (03) : 1093 - 1108
  • [47] Real-Time Intelligent Automatic Transportation Safety Based on Big Data Management
    Liu, Yishu
    Zhang, Qi
    Lv, Zhihan
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 23 (07) : 9702 - 9711
  • [48] Study on SOA Based Real-Time Data Warehouse
    Wang, Cuiru
    Liu, Shuangxi
    PROCEEDINGS OF 2008 INTERNATIONAL PRE-OLYMPIC CONGRESS ON COMPUTER SCIENCE, VOL I: COMPUTER SCIENCE AND ENGINEERING, 2008, : 171 - 174
  • [49] A framework for shopfloor material delivery based on real-time manufacturing big data
    Shan Ren
    Xibin Zhao
    Binbin Huang
    Zhe Wang
    Xiaoyu Song
    Journal of Ambient Intelligence and Humanized Computing, 2019, 10 : 1093 - 1108
  • [50] Query Quality of Service Management Based on Data Relationship over Real-Time Data Stream Systems
    Xiang Jun
    Li Guo-hui
    Yang Bing
    Chen Hui
    2008 4TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-31, 2008, : 5593 - 5596
12345