CDR Analysis using Big Data Technology

被引:0
|
作者
Elagib, Sara B. [1 ]
Hashim, Aisha-Hassan A. [1 ]
Olanrewaju, R. F. [1 ]
机构
[1] Int Islamic Univ Malaysia, Fac Engn, Dept Elect & Comp Engn, Kuala Lumpur, Malaysia
关键词
CDR; Big Data; Telecom; analysis; Parallel DBMS; MapReduce; MAPREDUCE;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Call Detail Records (CDR) is a valuable source of information; it opens new opportunities for telecom industry and maximize its revenues as well as it helps the community to raise its standard of living in many different ways. However, we need to analyze CDRs in order to extract its big value. But CDRs has a huge volume, variety of data and high data rate, while current telecom systems are designed without these issues in mind. CDRs can be seen as Big Data source, and hence, it is applicable to use Big Data technologies (storage, processing and analysis) in CDR analytics. There are considerable research efforts to address the CDR analysis challenges. This paper presents the use of Big Data technology in CDR analysis by giving some CDR analytics based application examples, highlighting their architecture, the utilized Big Data tools and techniques, and the CDR use case scenarios.
引用
收藏
页码:467 / 471
页数:5
相关论文
共 50 条
  • [1] Impact of CDR data analysis using big data technologies for the public: An analysis
    Nair, Suja C.
    Elayidom, M. Sudeep
    Gopalan, Sasi
    [J]. 2017 4th International Conference on Advanced Computing and Communication Systems, ICACCS 2017, 2017,
  • [2] Impact of CDR Data Analysis Using Big Data Technologies for the Public: An Analysis
    Nair, Suja C.
    Elayidom, M. Sudeep
    Gopalan, Sasi
    [J]. 2017 4TH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING AND COMMUNICATION SYSTEMS (ICACCS), 2017,
  • [3] Criminal Investigation Using Call Data Records (CDR) through Big Data Technology
    Khan, Er. Saiqa
    Ansari, Firoz
    Dhalvelkar, Hamza Azmi
    Sabiqua
    [J]. 2017 INTERNATIONAL CONFERENCE ON NASCENT TECHNOLOGIES IN ENGINEERING (ICNTE-2017), 2017,
  • [4] Network Security Analysis Using Big Data Technology
    Bachupally, Yogeshwar Rao
    Yuan, Xiaohong
    Roy, Kaushik
    [J]. SOUTHEASTCON 2016, 2016,
  • [5] Predictive Analysis for Healthcare Sector Using Big data Technology
    Ravindran, Nambiar Jyothi
    Gopalakrishnan, Prakash
    [J]. PROCEEDINGS OF THE SECOND INTERNATIONAL CONFERENCE ON GREEN COMPUTING AND INTERNET OF THINGS (ICGCIOT 2018), 2018, : 326 - 331
  • [6] An Analysis of the Korea National DNS Using Big Data Technology
    Jung, Euihyun
    Lim, Joonhyung
    Kim, Juyoung
    [J]. FRONTIER AND INNOVATION IN FUTURE COMPUTING AND COMMUNICATIONS, 2014, 301 : 605 - 613
  • [7] A Proposed Architecture for Generic and Scalable CDR Analytics Platform Utilizing Big Data Technology
    Elagib, Sara B.
    Hashim, Aisha-Hassan A.
    Olanrewaju, R. F.
    [J]. ADVANCED SCIENCE LETTERS, 2017, 23 (11) : 11149 - 11152
  • [8] Analysis of the feasibility and advantages of using big data technology for English translation
    Hu, Jing
    [J]. SOFT COMPUTING, 2023, 27 (16) : 11755 - 11766
  • [9] Analysis of the feasibility and advantages of using big data technology for English translation
    Jing Hu
    [J]. Soft Computing, 2023, 27 : 11755 - 11766
  • [10] Research Progress on Data Analysis in Big Data Technology
    Yang, Muqiao
    [J]. PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON COMPUTER ENGINEERING, INFORMATION SCIENCE & APPLICATION TECHNOLOGY (ICCIA 2017), 2017, 74 : 851 - 854