CDR analysis using big data technology
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 C...
| Main Authors: | , , |
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| Format: | Proceeding Paper |
| Language: | English English |
| Published: |
IEEE
2016
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/49821/ http://irep.iium.edu.my/49821/1/49821.pdf http://irep.iium.edu.my/49821/4/49821_CDR%20analysis%20using%20Big%20Data%20technology_Scopus.pdf |
| _version_ | 1848783520794673152 |
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| author | Elagib, Sara B. Hassan Abdalla Hashim, Aisha Olanrewaju, Rashidah Funke |
| author_facet | Elagib, Sara B. Hassan Abdalla Hashim, Aisha Olanrewaju, Rashidah Funke |
| author_sort | Elagib, Sara B. |
| building | IIUM Repository |
| collection | Online Access |
| description | 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. |
| first_indexed | 2025-11-14T16:22:40Z |
| format | Proceeding Paper |
| id | iium-49821 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English English |
| last_indexed | 2025-11-14T16:22:40Z |
| publishDate | 2016 |
| publisher | IEEE |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-498212017-10-11T08:15:03Z http://irep.iium.edu.my/49821/ CDR analysis using big data technology Elagib, Sara B. Hassan Abdalla Hashim, Aisha Olanrewaju, Rashidah Funke TK7885 Computer engineering 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. IEEE 2016-01-12 Proceeding Paper PeerReviewed application/pdf en http://irep.iium.edu.my/49821/1/49821.pdf application/pdf en http://irep.iium.edu.my/49821/4/49821_CDR%20analysis%20using%20Big%20Data%20technology_Scopus.pdf Elagib, Sara B. and Hassan Abdalla Hashim, Aisha and Olanrewaju, Rashidah Funke (2016) CDR analysis using big data technology. In: 2015 International Conference on Computing, Control, Networking, Electronics and Embedded Systems Engineering (ICCCNEE 2015), 7th-9th Dec. 2015, Khartoum, Sudan. http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7381414&tag=1 10.1109/ICCNEEE.2015.7381414 |
| spellingShingle | TK7885 Computer engineering Elagib, Sara B. Hassan Abdalla Hashim, Aisha Olanrewaju, Rashidah Funke CDR analysis using big data technology |
| title | CDR analysis using big data technology |
| title_full | CDR analysis using big data technology |
| title_fullStr | CDR analysis using big data technology |
| title_full_unstemmed | CDR analysis using big data technology |
| title_short | CDR analysis using big data technology |
| title_sort | cdr analysis using big data technology |
| topic | TK7885 Computer engineering |
| url | http://irep.iium.edu.my/49821/ http://irep.iium.edu.my/49821/ http://irep.iium.edu.my/49821/ http://irep.iium.edu.my/49821/1/49821.pdf http://irep.iium.edu.my/49821/4/49821_CDR%20analysis%20using%20Big%20Data%20technology_Scopus.pdf |