The 51 V's Of Big Data Survey, Technologies, Characteristics, Opportunities, Issues and Challenges

被引:21
|
作者
Khan, Nawsher [1 ]
Naim, Arshi [1 ]
Hussain, Mohammad Rashid [1 ]
Naveed, Quadri Noorulhasan [1 ]
Ahmad, Naim [1 ]
Qamar, Shamimul [1 ]
机构
[1] King Khalid Univ, Coll Comp Sci, Abha, Saudi Arabia
关键词
Big Data; data generation; data characteristics; data storage;
D O I
10.1145/3312614.3312623
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Currently Big Data is the biggest buzzword, and definitely, we believe that Big Data is changing the world. Some researchers say Big Data will be even bigger buzzword than the Internet. With fast-growing computing resources, information and knowledge a new digital globe has emerged. Information is being created and stored at a fast rate and is being accessed by a vast range of applications through scientific computing, commercial workloads, and social media. In 2018, over 28 billion devices globally, are connected to the internet. In 2020, more than 50 billion smart appliances will be connected worldwide and internet traffic flow will be 92 times greater than it was in 2005. The usage of such a massive number of connected devices not only increase the data volume but also the velocity of data addition with speed of light on fiber optic and various wireless networks. This fast generation of enormous data creates numerous threats and challenges. There exist various approaches that are addressing issues and challenges of Big Data with the theory of Vs such as 3 V's, 5 V's, 7 V's etc. The objective of this work is to explore and investigate the status of the current Big Data domain. Further, a comprehensive overview of Big Data, its characteristics, opportunities, issues, and challenges have been explored and described with the help of 51 V's. The outcome of this research will help in understanding the Big Data in a systematic way.
引用
收藏
页码:19 / 24
页数:6
相关论文
共 50 条
  • [1] Big Data: Survey, Technologies, Opportunities, and Challenges
    Khan, Nawsher
    Yaqoob, Ibrar
    Hashem, Ibrahim Abaker Targio
    Inayat, Zakira
    Ali, Waleed KamaleldinMahmoud
    Alam, Muhammad
    Shiraz, Muhammad
    Gani, Abdullah
    SCIENTIFIC WORLD JOURNAL, 2014,
  • [2] Issues and Challenges in Big Data: A Survey
    Patgiri, Ripon
    DISTRIBUTED COMPUTING AND INTERNET TECHNOLOGY (ICDCIT 2018), 2018, 10722 : 295 - 300
  • [3] Big Data Analytics Concepts, Technologies Challenges, and Opportunities
    Shehab, Noha
    Badawy, Mahmoud
    Arafat, Hesham
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON ADVANCED INTELLIGENT SYSTEMS AND INFORMATICS 2019, 2020, 1058 : 92 - 101
  • [4] DEMYSTIFYING CHALLENGES, OPPORTUNITIES AND ISSUES OF BIG DATA FRAMEWORKS
    Padmapriya, V
    Amudhavel, J.
    Gowri, V
    Lakshmipriya, K.
    Vinothini, S.
    Kumar, K. Prem
    ICARCSET'15: PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON ADVANCED RESEARCH IN COMPUTER SCIENCE ENGINEERING & TECHNOLOGY (ICARCSET - 2015), 2015,
  • [5] Big data in smart tourism: challenges, issues and opportunities
    Ardito, Lorenzo
    Cerchione, Roberto
    Del Vecchio, Pasquale
    Raguseo, Elisabetta
    CURRENT ISSUES IN TOURISM, 2019, 22 (15) : 1805 - 1809
  • [6] Uncertainty in big data analytics: survey, opportunities, and challenges
    Hariri, Reihaneh H.
    Fredericks, Erik M.
    Bowers, Kate M.
    JOURNAL OF BIG DATA, 2019, 6 (01)
  • [7] Uncertainty in big data analytics: survey, opportunities, and challenges
    Reihaneh H. Hariri
    Erik M. Fredericks
    Kate M. Bowers
    Journal of Big Data, 6
  • [8] A Survey of Recent Technologies and Challenges in Big Data Utilizations
    Zhang, Jie
    Yao, Xiao
    Han, Guangjie
    Gui, Yiqi
    2015 INTERNATIONAL CONFERENCE ON ICT CONVERGENCE (ICTC), 2015, : 497 - 499
  • [9] A Survey of Different Technologies and Recent Challenges of Big Data
    Dev, Dipayan
    Patgiri, Ripon
    PROCEEDINGS OF 3RD INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING, NETWORKING AND INFORMATICS, ICACNI 2015, VOL 2, 2016, 44 : 537 - 548
  • [10] A Survey of Algorithms, Technologies and Issues in Big Data Analytics and Applications
    Vaidya, Gendlal M.
    Kshirsagar, Manali M.
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND CONTROL SYSTEMS (ICICCS 2020), 2020, : 347 - 350