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.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Jaiswal, S., Patel, S.C., Singh, R.S.: Secured outsourcing data & computation to the untrusted cloud—new trend. CSI Commun. 38(12) (2015)
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)
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)
Srinivas, J., Venkata, K., Reddy, S., Qyser, A.M.: Cloud computing basics. Int. J. Adv. Res. Comput. Commun. Eng. 1(5) (2012)
Raja, J., Ramakrishna, M.: A comprehensive study on big data security and integrity over cloud storage. Indian J. Sci. Technol. 9(40) (2016)
Singh, S., Rathi, V.K., Chaudhary, B.: Big data and cloud computing: challenges and opportunities. Int. J. Innov. Eng. Technol. 5(4) (2015)
Kaur, I., Kaur, N., Ummat, A., Kaur, J., Kaur, N.: Research paper on big data and Hadoop. Int. J. Comput. Sci. Technol. 7940 (2016)
Hassan, R., Manzoor, R., Ahmad, M.S.: Big data and Hadoop: a survey. Int. J. Comput. Sci. Mob. Comput. 6(7) (2017)
Harini, S., Jothika, K., Jayashree, K.: A review of big data computing and cloud. Int. J. Pure Appl. Math. 118(18) (2018)
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)
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)
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)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2021 Springer Nature Singapore Pte Ltd.
About this paper
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
DOI: https://doi.org/10.1007/978-981-15-6202-0_18
Published:
Publisher Name: Springer, Singapore
Print ISBN: 978-981-15-6201-3
Online ISBN: 978-981-15-6202-0
eBook Packages: Intelligent Technologies and RoboticsIntelligent Technologies and Robotics (R0)