Big Data and Its Technical Challenges

被引:575
|
作者
Jagadish, H. V. [1 ]
Gehrke, Johannes [2 ]
Labrinidis, Alexandros [3 ,4 ]
Papakonstantinou, Yannis [5 ]
Patel, Jignesh M. [6 ]
Ramakrishnan, Raghu [7 ]
Shahabi, Cyrus [8 ]
机构
[1] Univ Michigan, Ann Arbor, MI 48109 USA
[2] Cornell Univ, Dept Comp Sci, Ithaca, NY 14853 USA
[3] Univ Pittsburgh, Dept Comp Sci, Pittsburgh, PA 15260 USA
[4] Adv Data Management Technol Lab, Pittsburgh, PA USA
[5] Univ Calif San Diego, San Diego, CA 92103 USA
[6] Univ Wisconsin, Madison, WI 53706 USA
[7] Microsoft Corp, Informat Serv, Redmond, WA 98052 USA
[8] Univ So Calif, Informat Lab, Los Angeles, CA 90089 USA
基金
美国国家科学基金会;
关键词
23;
D O I
10.1145/2611567
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Exploring the inherent technical challenges in realizing the potential of Big Data. © 2014 ACM.
引用
收藏
页码:86 / 94
页数:9
相关论文
共 50 条
  • [41] Big Data? More Challenges!
    Qiu, Peihua
    TECHNOMETRICS, 2016, 58 (03) : 283 - 284
  • [42] Challenges of Big Data analysis
    Fan, Jianqing
    Han, Fang
    Liu, Han
    NATIONAL SCIENCE REVIEW, 2014, 1 (02) : 293 - 314
  • [43] Big data: Challenges and perspectives
    Duellmann, D.
    GRID AND CLOUD COMPUTING: CONCEPTS AND PRACTICAL APPLICATIONS, 2016, 192 : 153 - 183
  • [44] Challenges of big data in health
    Cynober, Timothe
    ACTUALITES PHARMACEUTIQUES, 2018, 57 (578): : 25 - 29
  • [45] Big Data and Societal Challenges
    Patel, Dilip
    2014 IEEE 13TH INTERNATIONAL CONFERENCE ON COGNITIVE INFORMATICS & COGNITIVE COMPUTING (ICCI-CC), 2014, : 8 - 8
  • [46] Big Data, Big Systems, Big Challenges: A Personal Experience
    Kotov, Vadim E.
    PERSPECTIVES OF SYSTEM INFORMATICS, PSI 2014, 2015, 8974 : 41 - 44
  • [47] Big Data, Big Systems, Big Challenges: A Personal Experience
    Kotov, Vadim E.
    PERSPECTIVES OF SYSTEM INFORMATICS, PSI 2014, 2015, 8974
  • [48] Big Data in Law and Economy: Big Challenges or Big Troubles?
    Selinsek, Liljana
    LEXONOMICA, 2015, 7 (02): : 161 - 188
  • [49] DATA PROTECTION IN AN ERA OF BIG DATA: THE CHALLENGES POSED BY BIG PERSONAL DATA
    Paterson, Moira
    McDonagh, Maeve
    MONASH UNIVERSITY LAW REVIEW, 2018, 44 (01): : 1 - 31
  • [50] From Big Data to Big Artificial Intelligence?Algorithmic Challenges and Opportunities of Big Data
    Kristian Kersting
    Ulrich Meyer
    KI - Künstliche Intelligenz, 2018, 32 (1) : 3 - 8