A Survey on Big Data Analytics: Challenges, Open Research Issues and Tools

被引:1
|
作者
Acharjya, D. P. [1 ]
Ahmed, Kauser P. [1 ]
机构
[1] VIT Univ, Sch Comp Sci & Engn, Vellore 632014, Tamil Nadu, India
关键词
Big data analytics; Hadoop; Massive data; Structured data; Unstructured Data;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
A huge repository of terabytes of data is generated each day from modern information systems and digital technologies such as Internet of Things and cloud computing. Analysis of these massive data requires a lot of efforts at multiple levels to extract knowledge for decision making. Therefore, big data analysis is a current area of research and development. The basic objective of this paper is to explore the potential impact of big data challenges, open research issues, and various tools associated with it. As a result, this article provides a platform to explore big data at numerous stages. Additionally, it opens a new horizon for researchers to develop the solution, based on the challenges and open research issues.
引用
下载
收藏
页码:511 / 518
页数:8
相关论文
共 50 条
  • [41] A Need for Exploratory Visual Analytics in Big Data Research and for Open Science
    Tanaka, Yuzuru
    Sjobergh, Jonas
    Takahashi, Keisuke
    PROCEEDINGS 2016 20TH INTERNATIONAL CONFERENCE INFORMATION VISUALISATION IV 2016, 2016, : 261 - 270
  • [42] A Survey on Big Data for Trajectory Analytics
    de Almeida, Damao Ribeiro
    Baptista, Claudio de Souza
    de Andrade, Fabio Gomes
    Soares, Amilcar
    ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2020, 9 (02)
  • [43] Applications of Big Data Analytics Tools for Data Management
    Jamshidi M.
    Tannahill B.
    Ezell M.
    Yetis Y.
    Kaplan H.
    Jamshidi, Mo (moj@wacong.org), 1600, Springer Science and Business Media Deutschland GmbH (18): : 177 - 199
  • [44] Distributed Analytics For Big Data: A Survey
    Berloco, Francesco
    Bevilacqua, Vitoantonio
    Colucci, Simona
    NEUROCOMPUTING, 2024, 574
  • [45] A Survey Paper on Big Data Analytics
    Praveena, M. D. Anto
    Bharathi, B.
    2017 INTERNATIONAL CONFERENCE ON INFORMATION COMMUNICATION AND EMBEDDED SYSTEMS (ICICES), 2017,
  • [46] Big Data Layers and Analytics: A Survey
    Manikandan, G.
    Abirami, S.
    COMPUTER COMMUNICATION, NETWORKING AND INTERNET SECURITY, 2017, 5 : 383 - 393
  • [47] Big Data Analytics Techniques: A Survey
    Vashisht, Poonam
    Gupta, Vishal
    2015 INTERNATIONAL CONFERENCE ON GREEN COMPUTING AND INTERNET OF THINGS (ICGCIOT), 2015, : 264 - 269
  • [48] Multimedia Big Data Analytics: A Survey
    Pouyanfar, Samira
    Yang, Yimin
    Chen, Shu-Ching
    Shyu, Mei-Ling
    Iyengar, S. S.
    ACM COMPUTING SURVEYS, 2018, 51 (01)
  • [49] A survey on platforms for big data analytics
    Singh D.
    Reddy C.K.
    Journal of Big Data, 2015, 2 (01)
  • [50] Big Earth data analytics: a survey
    Yang, Chaowei
    Yu, Manzhu
    Li, Yun
    Hu, Fei
    Jiang, Yongyao
    Liu, Qian
    Sha, Dexuan
    Xu, Mengchao
    Gu, Juan
    BIG EARTH DATA, 2019, 3 (02) : 83 - 107