Big Data Visualization: Tools and Challenges

被引:0
作者
Ali, Syed Mohd [1 ]
Gupta, Noopur [1 ]
Nayak, Gopal Krishna [1 ]
Lenka, Rakesh Kumar [1 ]
机构
[1] Int Inst Informat Technol, Dept Comp Sci & Engn, Bhubaneswar, Orissa, India
来源
PROCEEDINGS OF THE 2016 2ND INTERNATIONAL CONFERENCE ON CONTEMPORARY COMPUTING AND INFORMATICS (IC3I) | 2016年
关键词
Big Data; visualization; dashboard; interactive visualization;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In today's world where everything is recorded digitally, right from our web surfing patterns to our medical records, we are generating and processing petabytes of data every day. Big data will be transformative in every sphere of life. But just to process and analyze those data is not enough, human brain tends to find pattern more efficiently when data is represented visually. Data Visualization and Analytics plays important role in decision making in various sectors. It also leads to new opportunities in the visualization domain representing the innovative ideation for solving the big-data problem via visual means. It is quite a challenge to visualize such a mammoth amount of data in real time or in static form. In this paper, we discuss why big data visualization is of utmost importance, what are the challenges related to it and review some big data visualization tools.
引用
收藏
页码:656 / 660
页数:5
相关论文
共 10 条
[1]  
[Anonymous], CLIMATE CHANGE 2013
[2]  
[Anonymous], 2015, Proceedings of the 7th International Conference on Management of computational and collective intelligence in Digital EcoSystems, DOI 10.1145/2857218.2857256
[3]  
Bastian M., 2009, P INT AAAI C WEB SOC, V3, DOI [DOI 10.1609/ICWSM.V3I1.13937, 10.1609/icwsm.v3i1.13937]
[4]  
Cai L., 2015, INT J DISTRIB SENS N, V11
[5]   Research Challenges for Visualization Software [J].
Childs, Hank ;
Geveci, Berk ;
Schroeder, Will ;
Meredith, Jeremy ;
Moreland, Kenneth ;
Sewell, Christopher ;
Kuhlen, Torsten ;
Bethel, E. Wes .
COMPUTER, 2013, 46 (05) :34-42
[6]   Analytical Review of Data Visualization Methods in Application to Big Data [J].
Gorodov, Evgeniy Yur'evich ;
Gubarev, Vasiliy Vasil'evich .
JOURNAL OF ELECTRICAL AND COMPUTER ENGINEERING, 2013, 2013
[7]   Significance and Challenges of Big Data Research [J].
Jin, Xiaolong ;
Wah, Benjamin W. ;
Cheng, Xueqi ;
Wang, Yuanzhuo .
BIG DATA RESEARCH, 2015, 2 (02) :59-64
[8]  
SAS, 2013, CISC VIS NETW IND GL, P1
[9]  
Tavel P., 2007, MODELING SIMULATION
[10]  
Wang Wang., 2015, Digital Technologies, V1, P33, DOI DOI 10.12691/DT-1-1-7