A Survey Of Data Visualization Tools For Analyzing Large Volume Of Data In Big Data Platform

被引:0
|
作者
Raghav, R. S. [1 ]
Pothula, Sujatha [1 ]
Vengattaraman, T. [1 ]
Ponnurangam, Dhavachelvan [1 ]
机构
[1] Pondicherry Univ, Dept CSE, Pondicherry, India
关键词
Data Visualization; Big Data; SNA; BDA; BIA;
D O I
暂无
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
The growth of data in the present world is drastically increased, where tons of data is produced from different fields. Due to this enormous growth of data the value of data becomes an important factor in every aspect. The Data exploration and visualization systems play a vital role in the Big Data era. It is a complex task for the companies to explore and visualize very large datasets. Every company should follow some protocol to have accurate insight from analysis of large volume of data. This strategy helps organizations to enhance their process and to find the new product and service opportunities that they may have otherwise missed. In this survey, we explain the major prerequisites and challenges that should be addressed by the recent exploration and visualization systems. It also describes about the different techniques and tools currently used for the visualization of large sets of data and their capabilities to support massive volume of data from variety of data sources.
引用
收藏
页码:372 / 377
页数:6
相关论文
共 50 条
  • [1] Big Data Visualization Tools: A Survey The New Paradigms, Methodologies and Tools for Large Data Sets Visualization
    Caldarola, Enrico G.
    Rinaldi, Antonio M.
    [J]. PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON DATA SCIENCE, TECHNOLOGY AND APPLICATIONS (DATA), 2017, : 296 - 305
  • [2] Big Data Visualization: Tools and Challenges
    Ali, Syed Mohd
    Gupta, Noopur
    Nayak, Gopal Krishna
    Lenka, Rakesh Kumar
    [J]. PROCEEDINGS OF THE 2016 2ND INTERNATIONAL CONFERENCE ON CONTEMPORARY COMPUTING AND INFORMATICS (IC3I), 2016, : 656 - 660
  • [3] Survey on Visualization Layout for Big Data
    Teng, Pengju
    Li, Hongjun
    Zhang, Xiaopeng
    [J]. INTELLIGENCE SCIENCE AND BIG DATA ENGINEERING: BIG DATA AND MACHINE LEARNING TECHNIQUES, ISCIDE 2015, PT II, 2015, 9243 : 384 - 394
  • [4] Big Data and its Analyzing Tools : A Perspective
    Jaiswal, Ayshwarya
    Dwivedi, Vijay Kumar
    Yadav, Om Prakash
    [J]. 2020 6TH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING AND COMMUNICATION SYSTEMS (ICACCS), 2020, : 560 - 565
  • [5] A Survey of Tools and Applications in Big Data
    Menon, Sindhu P.
    Hegde, Nagaratna P.
    [J]. PROCEEDINGS OF 2015 IEEE 9TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS AND CONTROL (ISCO), 2015,
  • [6] Big Data for Traffic Estimation and Prediction: A Survey of Data and Tools
    Jiang, Weiwei
    Luo, Jiayun
    [J]. APPLIED SYSTEM INNOVATION, 2022, 5 (01)
  • [7] A Platform for Supporting Automatic Data Storing and Visualization of Public and Private Big Data
    Back, Bong-Hyun
    Ha, Il-Kyu
    [J]. ICBDR 2017: PROCEEDINGS OF 2017 INTERNATIONAL CONFERENCE ON BIG DATA RESEARCH, 2015, : 12 - 17
  • [8] Automated Data Mining Platform for Large Volume Data Processing
    Chen, Jianping
    Li, Xingsen
    [J]. PROCEEDINGS OF 2016 12TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND SECURITY (CIS), 2016, : 503 - 506
  • [9] A COMPREHENSIVE SURVEY ON BIG DATA ANALYTICS TOOLS
    Vijayaraj, J.
    Saravanan, R.
    Paul, P. Victer
    Raju, R.
    [J]. PROCEEDINGS OF 2016 ONLINE INTERNATIONAL CONFERENCE ON GREEN ENGINEERING AND TECHNOLOGIES (IC-GET), 2016,
  • [10] Investigation into the efficacy of geospatial big data visualization tools
    Barik, Rabindra K.
    Lenka, Rakesh K.
    Ali, Syed Mohd
    Gupta, Noopur
    Satpathy, Ananya
    Raj, Ankit
    [J]. 2017 IEEE INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATION AND AUTOMATION (ICCCA), 2017, : 88 - 92