Analysis of partial solution of the problem of the Brewer theorem in in-memory data grid
DOI:
https://doi.org/10.15587/2313-8416.2017.108420Keywords:
Brewer theorem, IMDG, consistency, index, availability, distribution, key-value, RAMAbstract
Key-value memory data grids combines approaches of BASE-systems and algorithms for updating indexes, that were calculated for the purpose of work in the global network. Brewer theorem, which includes such grids, argues that it’s not possible to provide at once three main properties of such systems. In order to increase the consistency, it’s purposed to use synchronous indexes for horizontally scaling indexes
References
Cattell, R. (2011). Scalable SQL and NoSQL data stores. ACM SIGMOD Record, 39 (4), 12–27. doi: 10.1145/1978915.1978919
Gray, J. (1981). The Transaction Concept: Virtues and Limitations. Proceedings of the 7th International Conference on Very Large Databases, 144–154.
Brewer, E. (2012). CAP twelve years later: How the “rules” have changed. Computer, 45 (2), 23–29. doi: 10.1109/mc.2012.37
Gilbert, S., Lynch, N. (2002). Brewer's conjecture and the feasibility of consistent, available, partition-tolerant web services. ACM SIGACT News, 33 (2), 51–59. doi: 10.1145/564585.564601
Birman, K., Freedman, D., Huang, Q., Dowell, P. (2012). Overcoming CAP with Consistent Soft-State Replication. Computer, 45 (2), 50–58. doi: 10.1109/mc.2011.387
Gilbert, S., Lynch, N. (2012). Perspectives on the CAP Theorem. Computer, 45 (2), 30–36. doi: 10.1109/mc.2011.389
Pritchett, D. (2008). BASE: an ACID alternative. Queue, 6 (3), 48–55. doi: 10.1145/1394127.1394128
Bailis, P., Ghodsi, A. (2013). Eventual consistency today. Communications of the ACM, 56 (5), 55–63. doi: 10.1145/2447976.2447992
Gupta, M. K., Verma, V., Verma, M. S. (2013). In-Memory Database Systems – A Paradigm Shift. International Journal of Engineering Trends and Technology, 333–336.
Shaporenkov, D. A. (2006). Effective methods of data indexing and querying in main memory database systems. Saint Petersburg, 126.
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Copyright (c) 2017 Oleksandr Dobrovolskyi
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