Implications of NoSQL Transaction Model in Cloud Database System

Authors(2) :-Ashok Kumar P S , Md Ateeq Ur Rahman

NoSQL cloud database systems are new types of databases that are built across thousands of cloud nodes and are capable of storing and processing Big Data. NoSQL systems have been used in large scale applications that need high availability and efficiency. Consequently, such systems lack support for standard transactions which provide stronger consistency. This Paper proposes a new transactional model which provides NoSQL systems with standard transaction support and strong level of data consistency. The strategy is to supplement current NoSQL architecture with an extra layer that manages transactions. The proposed model is configurable where consistency, availability and efficiency can be adjusted based on application requirements. The Preliminary experiments show that it ensures stronger consistency and maintains good performance.

Authors and Affiliations

Ashok Kumar P S
Department of CSE, JNTU/ SCET, Hyderabad, Andra Pradesh, India
Md Ateeq Ur Rahman
Department of CSE, JNTU/ SCET, Hyderabad, Andra Pradesh, India

Big Data, NoSQL, ACID, BASE, Couchdb, Mapreduce

  1. D. DeWitt and J. Gray, "Parallel Database Systems: The Future of High Performance Database Systems," Commun. ACM, vol. 35(6), Jun. 1992.
  2. F. Chang, J. Dean, S. Ghemawat, W. C. Hsieh, D. a. Wallach, M. Burrows, T. Chandra, A. Fikes, and R. E. Gruber, "Bigtable: A distributed storage system for structured data," 7th Symp. Oper. Syst. Des. Implement. (OSDI ’06), Nov. 6-8, Seattle, USA, 2006.
  3. A. Silberstein, A. Silberstein, B. F. Cooper, B. F. Cooper, U. Srivastava, U. Srivastava, E. Vee, E. Vee, R. Yerneni, R. Yerneni, R. Ramakrishnan, and R. Ramakrishnan, "PNUTS: Yahoo!’s Hosted Data Serving PLatform," Proc. 2008 ACM SIGMOD Int..
  4. J. Baker, C. Bond, J. Corbett, and J. Furman, "Megastore: Providing Scalable, Highly Available Storage for Interactive Services.," Proc. Of the Conference on Innovative Data system Research (CIDR 2011), 2011.
  5. H. Berenson, P. Bernstein, J. Gray, J. Melton, E. O’Neil, and P. O’Neil, "A Critique of ANSI SQL Isolation Levels", 2007.
  6. J. J. Levandoski, "Deuteronomy_: Transaction Support for Cloud Data," Conf. on Innov. Data Systems Research (CIDR), California, USA.vol. 48, 2011.
  7. S. Das and A. El Abbadi, "G-Store_: A Scalable Data Store for Transactional Multi key Access in the Cloud," In: Proc. of the 1st ACM symposium on Cloud computing. Indianapolis, USA, ACM, 2010.
  8. W. Lloyd, M. J. Freedman, M. Kaminsky, and D. G. Andersen, "Scalable Causal Consistency for Wide-Area Storage with COPS. In: Proc. of the 23rd ACM Symposium on Operating Systems Principles. Cascais, Portugal. 2011.
  9. Z. Wei, G. Pierre, and C. H. Chi, "CloudTPS: Scalable transactions for web applications in the cloud," IEEE Trans. Serv. Comput., vol. 5, 2012.
  10. A. Dey, A. Fekete, R. Nambiar, and U. Rohm, "YCSB+T: Benchmarking web-scale transactional databases," Proc. - Int. Conf. Data Eng., 2014.

Publication Details

Published in : Volume 2 | Issue 5 | September-October 2017
Date of Publication : 2017-10-31
License:  This work is licensed under a Creative Commons Attribution 4.0 International License.
Page(s) : 604-608
Manuscript Number : CSEIT1725126
Publisher : Technoscience Academy

ISSN : 2456-3307

Cite This Article :

Ashok Kumar P S , Md Ateeq Ur Rahman, "Implications of NoSQL Transaction Model in Cloud Database System", International Journal of Scientific Research in Computer Science, Engineering and Information Technology (IJSRCSEIT), ISSN : 2456-3307, Volume 2, Issue 5, pp.604-608, September-October-2017.
Journal URL : http://ijsrcseit.com/CSEIT1725126

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