Big Data Analysis: Concepts, Challenges And Opportunities

Dr Shweta Sinha

doi:10.21276/ijircst.2020.8.3.29

Abstract

Big Data has the potential to bring valued insights for advanced decision making. It has become a trending practice to adopt Big Data into their process. It has attracted both the academicians as well as the industry people. A voluminous amount of diverse data is generated every day, and Big Data has emerged as an approach to process them. Data can be analysed in a different manner depending upon the requirement. The paper identifies the challenges and issues associated with Big Data and points out the research and industry opportunities in this field.

Keywords

Big Data Analytics, Big Data Challenges, Big Data Lifecycle, Big Data Opportunities.

References

Sivarajah, U., Kamal, M.M., Irani, Z. and Weerakkody, V., 2017. Critical analysis of Big Data challenges and analytical methods. Journal of Business Research, 70, pp.263-286.
Elgendy, N. and Elragal, A., 2014, July. Big data analytics: a literature review paper. In Industrial Conference on Data Mining (pp. 214-227). Springer, Cham.
Labrinidis, A. and Jagadish, H.V., 2012. Challenges and opportunities with big data. Proceedings of the VLDB Endowment, 5(12), pp.2032-2033.
Yi, X., Liu, F., Liu, J. and Jin, H., 2014. Building a network highway for big data: architecture and challenges. Ieee Network, 28(4), pp.5-13.
Chen, J., Chen, Y., Du, X., Li, C., Lu, J., Zhao, S. and Zhou, X., 2013. Big data challenge: a data management perspective. Frontiers of Computer Science, 7(2), pp.157-164.
Labrinidis, A. and Jagadish, H.V., 2012. Challenges and opportunities with big data. Proceedings of the VLDB Endowment, 5(12), pp.2032-2033
Sureshrao, G.S. and Ambulgekar, H.P., 2014, August. MapReduce-Based warehouse systems: a survey. In 2014 International Conference on Advances in Engineering & Technology Research (ICAETR-2014) (pp. 1-8). IEEE..
Erl, T., Khattak, W. and Buhler, P., 2016. Big data fundamentals: concepts, drivers & techniques. Prentice Hall Press.
ur Rehman, M.H., Chang, V., Batool, A. and Wah, T.Y., 2016. Big data reduction framework for value creation in sustainable enterprises. International Journal of Information Management, 36(6), pp.917-928..
Bihani, P. and Patil, S.T., 2014. A comparative study of data analysis techniques. International journal of emerging trends & technology in computer science, 3(2), pp.95-101.

Cites this article as

D. S. Sinha "Big Data Analysis: Concepts, Challenges And Opportunities", International Journal of Innovative Research in Computer Science and Technology (IJIRCST), Vol-8, Issue-3, Page No-197-201, 2020. Available from: https://doi.org/10.21276/ijircst.2020.8.3.29

Corresponding Author

Dr Shweta Sinha

Associate Professor in the Department of Computer Science and Engineering, Amity University, Gurugram Haryana, India (email: shwetas.kiit@gmail.com)

Download Full Paper

Download PDF

No. of Downloads: 53 | No. of Views: 2275

Advancing Education through VR: The Emerging Scope of Virtual Classrooms

Mohd Tanveer, Mohd Azat, Inayat Husain, Sakil Ahmad, Mohammad Aalam Khan.

May 2025 - Vol 13, Issue 3
Speech Recognition Technologies: Design, Challenges, and Real-World Applications

Maruti Maurya, Mohd Zaheer, Nawab Mohammad, Sadaf siddiqui, Mohd Zeeshan Khan, Mohd Ayan Akram.

May 2025 - Vol 13, Issue 3
Deep Learning-based Sentiment Analysis of Text using Long Short-Term Memory Networks

MD Shahid Ali, Saif Ali , Abdullah Parwez, Abu Sufiyan, Mohd Haroon.

May 2025 - Vol 13, Issue 3

Big Data Analysis: Concepts, Challenges And Opportunities

Citations

Total View 2275

Total Download 53