R & big data analysis 20120531

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JeongMin Kwon

2012년 Open Cloud & Big Data Conference에서 발표했던 자료를 공유합니다

Datos y análisis

Big Data Analysis Process
권정민
(cojette@gmail.com)
Open Cloud & Big Data 2012

(출처: http://embedded.eecs.berkeley.edu/Alumni/wray/data-eng.html)
Last updated Mon Jan 27 09:26:36 PST 1997

……
Limits
- Environment
- Functions
- Money
Free
- Environment
- Functions
- Money

Rhadoop / Rhipe
Oracle R Enterprise
Rhive

CDR 분석
Data
raw data summary size
(raw 1 yr +sum2 yrs)1 Month 1 Month
Wireless
Unrated CDR
(VOICE, Data, SMS, MMS)
3.7 2.5 104
Rated CDR 1.5 0.2 22
Wi-Fi 0.4 0.3 12
Wibro 1.5 1.0 42
Wireline Rated CDR 1.5 1.5 55
IPDR IP-TV 1.5 0.1 19
Total 10 5.6 254
Unit : TB[ KT CDR(Call Detail Record) ]
[분석 항목]
• 고객 Segmentation
• 위치 기반 통화 품질 분석
• SNA 분석
• Anomaly Detection

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