Big Data: from Hype to Reality?

被引:3
|
作者
Benjamins, V. Richard [1 ]
机构
[1] Telefonica, Madrid, Spain
来源
4TH INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE, MINING AND SEMANTICS | 2014年
关键词
Big Data; Analytics; Business;
D O I
10.1145/2611040.2611042
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The traditional world of relational databases and enterprise data warehouses is being challenged by growth in data volumes, the rise of unstructured and semi-structured data, and the desire to extract more valuable business insights. In order to remain competitive: we are entering the world of 'BIG DATA'. Scale-out, commodity hardware-based solutions based on the map-reduce programming model for parallel processing on large hardware are emerging to address these BIG DATA requirements that have challenged traditional technologies. The focus of this talk is on the potential business value to be created in this area by describing the opportunities and risks arising from the recent emergence of BIG DATA Analytics technology for companies. The role businesses can play in BIG DATA is also under discussion, and finally Telefonica's experience is explained in applying BIG DATA technology, both internally for enhancement of its own business processes and externally, where we are applying the technology to benefit our customers directly.
引用
收藏
页数:2
相关论文
共 50 条
  • [21] Big data: From beginning to future
    Yaqoob, Ibrar
    Hashem, Ibrahim Abaker Targio
    Gani, Abdullah
    Mokhtar, Salimah
    Ahmed, Ejaz
    Anuar, Nor Badrul
    Vasilakos, Athanasios V.
    INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT, 2016, 36 (06) : 1231 - 1247
  • [22] Embodied Information Behavior, Mixed Reality and Big Data
    West, Ruth
    Parola, Max J.
    Jaycen, Amelia R.
    Lueg, Christopher P.
    ENGINEERING REALITY OF VIRTUAL REALITY 2015, 2015, 9392
  • [23] From Big to Smart Data: Iterative ensemble filter for noise filtering in Big Data classification
    Garcia-Gil, Diego
    Luque-Sanchez, Francisco
    Luengo, Julian
    Garcia, Salvador
    Herrera, Francisco
    INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2019, 34 (12) : 3260 - 3274
  • [24] From Big Data to Big Service
    Xu, Xiaofei
    Sheng, Quan Z.
    Zhang, Liang-Jie
    Fan, Yushun
    Dustdar, Schahram
    COMPUTER, 2015, 48 (07) : 80 - 83
  • [25] Chinese Social Media and Big Data: Big Data, Big Brother, Big Profit?
    Jiang, Min
    Fu, King-Wa
    POLICY AND INTERNET, 2018, 10 (04): : 372 - 392
  • [26] Big Data and Its Utility in Social Work: Learning from the Big Data Revolution in Business and Healthcare
    Zetino, Jeffrey
    Mendoza, Natasha
    SOCIAL WORK IN PUBLIC HEALTH, 2019, 34 (05) : 409 - 417
  • [27] Using Big Data to Measure Tourist Sustainability: Myth or Reality?
    Perez Guilarte, Yamile
    Barreiro Quintans, Daniel
    SUSTAINABILITY, 2019, 11 (20)
  • [28] Study of the reality and viability of the education in big data in the Chilean academy
    Vidal-Silva C.L.
    Madariaga E.A.
    Rubio J.M.
    Urzúa L.A.
    Informacion Tecnologica, 2019, 30 (05): : 239 - 248
  • [29] Big Data, IoT, ... Buzz Words For Academia Or Reality For Industry?
    Aguiar, Rui
    Benhabiles, Nora
    Pfeiffer, Tobias
    Rodriguez, Pablo
    Viswanathan, Harish
    Wang, Jia
    Zang, Hui
    MOBICOM '15: PROCEEDINGS OF THE 21ST ANNUAL INTERNATIONAL CONFERENCE ON MOBILE COMPUTING AND NETWORKING, 2015, : 550 - 551
  • [30] Improving Big Data Visual Analytics with Interactive Virtual Reality
    Moran, Andrew
    Gadepally, Vijay
    Hubbell, Matthew
    Kepner, Jeremy
    2015 IEEE HIGH PERFORMANCE EXTREME COMPUTING CONFERENCE (HPEC), 2015,