Big Data Analytics: Key Technologies and Challenges

被引:1
|
作者
Hu Shuijing [1 ]
机构
[1] Shanghai Univ Polit Sci & Law, Shanghai 201701, Peoples R China
关键词
Big Data; Data Analytics; Cloud Computing; Hydoop; Privacy;
D O I
10.1109/ICRIS.2016.30
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
We live in the era of big data. Big data generates immense economic and social value. Advances in data collection and the massive increase in cloud computing power are making technologies to effectively analyze large sets of heterogeneous data ubiquitous. Despite all the benefits of big data, the rise of "Big Data Analytics" in the private sector poses new challenges for privacy advocates. This paper discusses essential technologies and challenges related to big data analytics, namely (i) definition of big data analytics; (ii) essential technologies related to the big data analytics, with particular reference to the cloud computing, and hydoop etc.; (iii) risks arising from big data analytics, especially privacy harm.
引用
收藏
页码:141 / 145
页数:5
相关论文
共 50 条
  • [31] Challenges and Prospects of Uncertainties in Spatial Big Data Analytics
    Shi, Wenzhong
    Zhang, Anshu
    Zhou, Xiaolin
    Zhang, Min
    [J]. ANNALS OF THE AMERICAN ASSOCIATION OF GEOGRAPHERS, 2018, 108 (06) : 1513 - 1520
  • [32] Opportunity and Challenges for Migrating Big Data Analytics in Cloud
    Manekar, Amitkumar S.
    Pradeepini, G.
    [J]. INTERNATIONAL CONFERENCE ON MATERIALS, ALLOYS AND EXPERIMENTAL MECHANICS (ICMAEM-2017), 2017, 225
  • [33] Big Data Analytics as-a-Service: Issues and challenges
    Ardagna, Claudio A.
    Ceravolo, Paolo
    Damiani, Ernesto
    [J]. 2016 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2016, : 3638 - 3644
  • [34] Predictive analytics in the era of big data: opportunities and challenges
    Zhang, Zhongheng
    [J]. ANNALS OF TRANSLATIONAL MEDICINE, 2020, 8 (04)
  • [35] SECURITY ISSUES AND CHALLENGES OF BIG DATA ANALYTICS AND VISUALIZATION
    Jayasingh, Bipin Bihari
    Patra, M. R.
    Mahesh, D. Bhanu
    [J]. PROCEEDINGS OF THE 2016 2ND INTERNATIONAL CONFERENCE ON CONTEMPORARY COMPUTING AND INFORMATICS (IC3I), 2016, : 204 - 208
  • [36] BIG DATA ANALYTICS: ACHIEVEMENTS, CHALLENGES, AND RESEARCH TRENDS
    Vaz Henriques, Andre Coelho
    Meirelles, Fernando de Souza
    Viegas Cortez da Cunha, Maria Alexandra
    [J]. INDEPENDENT JOURNAL OF MANAGEMENT & PRODUCTION, 2020, 11 (04): : 1201 - 1222
  • [37] Big Data Analytics in Biomedicine and Health: Trends and Challenges
    Peek, Niels
    Holmes, John H.
    Martin-Sanchez, Fernando
    Sun, Jimeng
    [J]. MEDINFO 2013: PROCEEDINGS OF THE 14TH WORLD CONGRESS ON MEDICAL AND HEALTH INFORMATICS, PTS 1 AND 2, 2013, 192 : 1237 - 1237
  • [38] Big Educational Data & Analytics: Survey, Architecture and Challenges
    Ang, Kenneth Li-Minn
    Ge, Feng Lu
    Seng, Kah Phooi
    [J]. IEEE ACCESS, 2020, 8 : 116392 - 116414
  • [39] A Look at Challenges and Opportunities of Big Data Analytics in Healthcare
    Nambiar, Raghunath
    Sethi, Adhiraaj
    Bhardwaj, Ruchie
    Vargheese, Rajesh
    [J]. 2013 IEEE INTERNATIONAL CONFERENCE ON BIG DATA, 2013,
  • [40] Energy Big Data Analytics and Security: Challenges and Opportunities
    Hu, Jiankun
    Vasilakos, Athanasios V.
    [J]. IEEE TRANSACTIONS ON SMART GRID, 2016, 7 (05) : 2423 - 2436