A Survey of Big Data Research

被引：1
|
作者：
Fang, Hua [1 ]
Zhang, Zhaoyang [2 ,3 ]
Wang, Chanpaul Jin [2 ,4 ]
Daneshmand, Mahmoud [5 ]
Wang, Chonggang [6 ]
Wang, Honggang [3 ]
机构：
[1] Univ Massachusetts, Sch Med, Dept Quantitat Hlth Sci, Div Biostat & Hlth Serv Res, Amherst, MA 01003 USA
[2] Univ Massachusetts, Sch Med, Dartmouth, MA USA
[3] Univ Massachusetts, Dept Elect & Comp Engn, Dartmouth, MA USA
[4] Univ Massachusetts, Dartmouth, MA USA
[5] Stevens Inst Technol, Sch Technol Management & Comp Sci, Hoboken, NJ USA
[6] Interdigital Commun, Wilmington, DE USA
来源：
IEEE NETWORK | 2015年 / 29卷 / 05期
关键词：
D O I：
10.1109/mnet.2015.7293298
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
Big data create values for business and research, but pose significant challenges in terms of networking, storage, management, analytics, and ethics. Multidisciplinary collaborations from engineers, computer scientists, statisticians, and social scientists are needed to tackle, discover, and understand big data. This survey presents an overview of big data initiatives, technologies, and research in industries and academia, and discusses challenges and potential solutions.
引用
收藏
页码：6 / 9
页数：4
相关论文
共 50 条
  • [1] BIG DATA IN SURVEY RESEARCH
    Japec, Lilli
    Kreuter, Frauke
    Berg, Marcus
    Biemer, Paul
    Decker, Paul
    Lampe, Cliff
    Lane, Julia
    O'Neil, Cathy
    Usher, Abe
    [J]. PUBLIC OPINION QUARTERLY, 2015, 79 (04) : 839 - 880
  • [2] Survey Research in Times of Big Data
    Cabrera-Alvarez, Pablo
    [J]. EMPIRIA, 2022, (53): : 31 - 51
  • [3] Survey of Research on Big Data Storage
    Zhang, Xiaoxue
    Xu, Feng
    [J]. 2013 12TH INTERNATIONAL SYMPOSIUM ON DISTRIBUTED COMPUTING AND APPLICATIONS TO BUSINESS, ENGINEERING & SCIENCE (DCABES), 2013, : 76 - 80
  • [4] Survey: Big Data Application in Biomedical Research
    Bachiller, Yvonne
    Busch, Peter
    Kavakli, Manolya
    Hamey, Len
    [J]. PROCEEDINGS OF 2018 10TH INTERNATIONAL CONFERENCE ON COMPUTER AND AUTOMATION ENGINEERING (ICCAE 2018), 2018, : 174 - 178
  • [5] Big Data in Healthcare Research: A survey study
    Miah, Shah J.
    Camilleri, Edwin
    Vu, H. Quan
    [J]. JOURNAL OF COMPUTER INFORMATION SYSTEMS, 2022, 62 (03) : 480 - 492
  • [6] Role of Bloom Filter in Big Data Research: A Survey
    Patgiri, Ripon
    Nayak, Sabuzima
    Borgohain, Samir Kumar
    [J]. INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2018, 9 (11) : 655 - 661
  • [7] Infrastructure of Data Centers for Transferring Big Data Traffic: A Survey Research
    Nejad, Emad Soltani
    Majma, Mohammad Reza
    Izadpanahi, Bardia
    Natanzi, Seyed Bagher Hashemi
    Navaei, Hamid Reza
    [J]. SECOND INTERNATIONAL CONGRESS ON TECHNOLOGY, COMMUNICATION AND KNOWLEDGE (ICTCK 2015), 2015, : 486 - 491
  • [8] Cognitive big data: survey and review on big data research and its implications. What is really "new" in big data?
    Lugmayr, Artur
    Stockleben, Bjoern
    Scheib, Christoph
    Mailaparampil, Mathew A.
    [J]. JOURNAL OF KNOWLEDGE MANAGEMENT, 2017, 21 (01) : 197 - 212
  • [9] Research on Big Data Survey Method of Building Live Load
    Chen, Jun
    Li, Yang
    Zang, Di
    [J]. Tongji Daxue Xuebao/Journal of Tongji University, 2020, 48 (02): : 208 - 214
  • [10] Big Data: A Survey
    Chen, Min
    Mao, Shiwen
    Liu, Yunhao
    [J]. MOBILE NETWORKS & APPLICATIONS, 2014, 19 (02): : 171 - 209
12345