Mobile Internet Big Data Platform in China Unicom

被引:20
|
作者
Huang, Wenliang [1 ]
Chen, Zhen [2 ,3 ]
Dong, Wenyu [4 ]
Li, Hang [5 ]
Cao, Bin [4 ]
Cao, Junwei [2 ,3 ]
机构
[1] China Unicom Grp, Beijing 100140, Peoples R China
[2] Tsinghua Univ, RIIT, Beijing 100084, Peoples R China
[3] Tsinghua Univ, TNList, Beijing 100084, Peoples R China
[4] Tsinghua Univ, Dept Comp Sci & Technol, Beijing 100084, Peoples R China
[5] PLA Univ Info & Eng, Dept Comp Sci & Technol, Zhengzhou 450001, Peoples R China
基金
中国国家自然科学基金;
关键词
big data platform; China Unicom; 3G wireless network; Hadoop Distributed File System (HDFS); mobile Internet; network forensic; data warehouse; HBase; FORENSIC ANALYSIS;
D O I
10.1109/TST.2014.6733212
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
China Unicom, the largest WCDMA 3G operator in China, meets the requirements of the historical Mobile Internet Explosion, or the surging of Mobile Internet Traffic from mobile terminals. According to the internal statistics of China Unicom, mobile user traffic has increased rapidly with a Compound Annual Growth Rate (CAGR) of 135%. Currently China Unicom monthly stores more than 2 trillion records, data volume is over 525 TB, and the highest data volume has reached a peak of 5 PB. Since October 2009, China Unicom has been developing a home-brewed big data storage and analysis platform based on the open source Hadoop Distributed File System (HDFS) as it has a long-term strategy to make full use of this Big Data. All Mobile Internet Traffic is well served using this big data platform. Currently, the writing speed has reached 1 390 000 records per second, and the record retrieval time in the table that contains trillions of records is less than 100 ms. To take advantage of this opportunity to be a Big Data Operator, China Unicom has developed new functions and has multiple innovations to solve space and time constraint challenges presented in data processing. In this paper, we will introduce our big data platform in detail. Based on this big data platform, China Unicom is building an industry ecosystem based on Mobile Internet Big Data, and considers that a telecom operator centric ecosystem can be formed that is critical to reach prosperity in the modern communications business.
引用
收藏
页码:95 / 101
页数:7
相关论文
共 50 条
  • [1] Mobile internet big data platform in china unicom
    [J]. Chen, Z. (zhenchen@tsinghua.edu.cn), 1600, Tsinghua University (19):
  • [2] Mobile Internet Big Data Platform in China Unicom
    Wenliang Huang
    Zhen Chen
    Wenyu Dong
    Hang Li
    Bin Cao
    Junwei Cao
    [J]. Tsinghua Science and Technology, 2014, 19 (01) : 95 - 101
  • [3] The Optimization of Big Data Platform under the Internet of Things
    Wang, Suzhen
    Zhang, Yanpiao
    Zhang, Lu
    Cao, Ning
    [J]. 2018 INTERNATIONAL CONFERENCE ON CYBER-ENABLED DISTRIBUTED COMPUTING AND KNOWLEDGE DISCOVERY (CYBERC 2018), 2018, : 126 - 129
  • [4] Big Data and Cloud Computing Platform for Energy Internet
    Fu, Rui
    Gao, Feng
    Zeng, Rong
    Hu, Jun
    Luo, Yi
    Qu, Lu
    [J]. PROCEEDINGS OF 2017 CHINA INTERNATIONAL ELECTRICAL AND ENERGY CONFERENCE (CIEEC 2017), 2017, : 681 - 686
  • [5] Analysis of Mobile Internet Behavior based on Big Data
    Chen, Hongjie
    Wei, Chao
    Li, Mingjun
    [J]. AGRO FOOD INDUSTRY HI-TECH, 2017, 28 (01): : 1395 - 1399
  • [6] Big data assisted value areas of mobile internet
    Song, Chuntao
    Cheng, Xinzhou
    Zhang, Heng
    Jia, Yuwei
    [J]. SIGNAL AND INFORMATION PROCESSING, NETWORKING AND COMPUTERS, 2016, : 307 - 313
  • [7] Analysis of Mobile Internet Behavior based on Big Data
    Zhao, Longgang
    [J]. AGRO FOOD INDUSTRY HI-TECH, 2017, 28 (03): : 2554 - 2558
  • [8] An Agricultural Data Gathering Platform Based on Internet of Things and Big Data
    Chang, Hsi-Yuan
    Wang, Jyun-Jie
    Lin, Chi-Yuan
    Chen, Chin-Hsing
    [J]. 2018 INTERNATIONAL SYMPOSIUM ON COMPUTER, CONSUMER AND CONTROL (IS3C 2018), 2018, : 302 - 305
  • [9] Research on mobile internet big data detecting method for the redundant data
    Yu, Guang-hua
    [J]. INTERNATIONAL JOURNAL OF INTERNET PROTOCOL TECHNOLOGY, 2018, 11 (01) : 29 - 37
  • [10] Big data resource service platform for the internet financial industry
    Jiang, Changjun
    Ding, Zhijun
    Wang, Junli
    Yan, Chungang
    [J]. CHINESE SCIENCE BULLETIN, 2014, 59 (35): : 5051 - 5058