Skip to main content

Role of Cloud Computing for Big Data: A Review

  • Conference paper
  • First Online:
Intelligent and Cloud Computing

Part of the book series: Smart Innovation, Systems and Technologies ((SIST,volume 153))

Abstract

The application of cloud computing is a recent trend to settle and handle the relevant issues of big data. The term big data can be defined as a dataset, which is too large and complex. The processing of these data is complicated in conventional data processing software. The processing of big data demands large computational infrastructure for data analysis, and this demand can be fulfilled by the integration of cloud computing and big data. Cloud computing is an influential technology to perform gigantic and complex computing. Cloud computing provides hardware and software services through the Internet, so it eliminates the maintenance of costly computing hardware, devoted space, and software. Cloud computing enables big data to control and distribute the stored data in a suitable way. It also provides security to big data through Hadoop. The main idea of big data is to accumulate, handle, visualize, and evaluate the huge amount of data, which is achieved by collaboration with cloud computing.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 129.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 169.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Jaiswal, S., Patel, S.C., Singh, R.S.: Secured outsourcing data & computation to the untrusted cloud—new trend. CSI Commun. 38(12) (2015)

    Google Scholar 

  2. Acharya, D.P., Kauser, A.P.: A survey on big data analytics: challenges, open research issue and tools. Int. J. Adv. Comput. Sci. Appl. 7(2) (2016)

    Google Scholar 

  3. Chandrashekar, R., Kala, M., Mane, D.: Integration of big data in cloud computing environment for enhanced data processing capabilities. Int. J. Eng. Res. Gen. Sci. 3(2) (2015)

    Google Scholar 

  4. Srinivas, J., Venkata, K., Reddy, S., Qyser, A.M.: Cloud computing basics. Int. J. Adv. Res. Comput. Commun. Eng. 1(5) (2012)

    Google Scholar 

  5. Raja, J., Ramakrishna, M.: A comprehensive study on big data security and integrity over cloud storage. Indian J. Sci. Technol. 9(40) (2016)

    Google Scholar 

  6. Singh, S., Rathi, V.K., Chaudhary, B.: Big data and cloud computing: challenges and opportunities. Int. J. Innov. Eng. Technol. 5(4) (2015)

    Google Scholar 

  7. Kaur, I., Kaur, N., Ummat, A., Kaur, J., Kaur, N.: Research paper on big data and Hadoop. Int. J. Comput. Sci. Technol. 7940 (2016)

    Google Scholar 

  8. Hassan, R., Manzoor, R., Ahmad, M.S.: Big data and Hadoop: a survey. Int. J. Comput. Sci. Mob. Comput. 6(7) (2017)

    Google Scholar 

  9. Harini, S., Jothika, K., Jayashree, K.: A review of big data computing and cloud. Int. J. Pure Appl. Math. 118(18) (2018)

    Google Scholar 

  10. Inukollu, V.N., Arsi, S., Ravuri, S.R.: Security issues associated with big data in cloud computing. Int. J. Netw. Secur. Appl. (IJNSA) 6(3) (2014)

    Google Scholar 

  11. Reddy, V.A., Reddy, G.R.: Study and analysis of big data in cloud computing. Int. J. Adv. Res. Comput. Sci. Manag. Stud. 3(6) (2015)

    Google Scholar 

  12. Venkatesh, H., Perur, S.D., Jalihal, N.: A study on use of big data in cloud computing environment. Int. J. Comput. Sci. Inf. Technol. 6(3) (2015)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Madhusmita Das .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2021 Springer Nature Singapore Pte Ltd.

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Das, M., Dash, R. (2021). Role of Cloud Computing for Big Data: A Review. In: Mishra, D., Buyya, R., Mohapatra, P., Patnaik, S. (eds) Intelligent and Cloud Computing. Smart Innovation, Systems and Technologies, vol 153. Springer, Singapore. https://doi.org/10.1007/978-981-15-6202-0_18

Download citation

Publish with us

Policies and ethics