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
  • [41] Use cases and challenges in telecom big data analytics
    Chen, Chung-Min
    [J]. APSIPA TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING, 2016, 5
  • [42] Uncertainty in big data analytics: survey, opportunities, and challenges
    Reihaneh H. Hariri
    Erik M. Fredericks
    Kate M. Bowers
    [J]. Journal of Big Data, 6
  • [43] Uncertainty in big data analytics: survey, opportunities, and challenges
    Hariri, Reihaneh H.
    Fredericks, Erik M.
    Bowers, Kate M.
    [J]. JOURNAL OF BIG DATA, 2019, 6 (01)
  • [44] Big Data and analytics in higher education: Opportunities and challenges
    Daniel, Ben
    [J]. BRITISH JOURNAL OF EDUCATIONAL TECHNOLOGY, 2015, 46 (05) : 904 - 920
  • [45] Analytics, challenges and applications in big data environment: a survey
    Bendre, Mininath R.
    Thool, Vijaya R.
    [J]. JOURNAL OF MANAGEMENT ANALYTICS, 2016, 3 (03) : 206 - 239
  • [46] FPGA Acceleration for Big Data Analytics: Challenges and Opportunities
    Hoozemans, Joost
    Peltenburg, Johan
    Nonnemacher, Fabian
    Hadnagy, Akos
    Al-Ars, Zaid
    Hofstee, H. Peter
    [J]. IEEE CIRCUITS AND SYSTEMS MAGAZINE, 2021, 21 (02) : 30 - 47
  • [47] Climate Change and big data analytics: Challenges and opportunities
    Papadopoulos, Thanos
    Balta, M. E.
    [J]. INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT, 2022, 63
  • [48] Big Data: Survey, Technologies, Opportunities, and Challenges
    Khan, Nawsher
    Yaqoob, Ibrar
    Hashem, Ibrahim Abaker Targio
    Inayat, Zakira
    Ali, Waleed KamaleldinMahmoud
    Alam, Muhammad
    Shiraz, Muhammad
    Gani, Abdullah
    [J]. SCIENTIFIC WORLD JOURNAL, 2014,
  • [49] Emergent models, frameworks, and hardware technologies for Big data analytics
    Groppe, Sven
    [J]. JOURNAL OF SUPERCOMPUTING, 2020, 76 (03): : 1800 - 1827
  • [50] Transforming healthcare with big data analytics: technologies, techniques and prospects
    Gomes, Myller Augusto Santos
    Kovaleski, João Luiz
    Pagani, Regina Negri
    da Silva, Vander Luiz
    Pasquini, Tatiana Cabreira de Severo
    [J]. Journal of Medical Engineering and Technology, 2023, 47 (01): : 1 - 11