Boosting Performance and Scalability in Cloud-deployed Databases
J. E. Armendáriz-Iñigo, J. Legarrea, J. R. González de Mendívil, A. Azqueta-Alzúaz, M. Louis-Rodriguez, I. Arrieta-Salinas, F. D. Muñoz-Escoí
2013
Abstract
Eventual consistency improves the scalability of large datasets in cloud systems. We propose a novel technique for managing different levels of replica consistency in a replicated relational DBMS. To this end, data is partitioned and managed by a partial replication protocol that is able to define a hierarchy of nodes with a lazy update propagation. Nodes in different layers of the hierarchy may maintain different versions of their assigned partitions. Transactions are tagged with an allowance parameter k that specifies the maximum degree of data outdatedness tolerated by them. As a result, different degrees of transaction criticality can be set and non-critical transactions may be completed without blocking nor compromising the critical ones.
References
- Arrieta-Salinas, I., Armendáriz-In˜igo, J., and Navarro, J. (2012). Classic replication techniques on the cloud. In Availability, Reliability and Security (ARES), 2012 Seventh International Conference on, pages 268 -273.
- Berenson, H., Bernstein, P., Gray, J., Melton, J., O'Neil, E., and O'Neil, P. (1995). A critique of ANSI SQL isolation levels. SIGMOD Rec., 24(2):1-10.
- Curino, C., Zhang, Y., Jones, E. P. C., and Madden, S. (2010). Schism: a workload-driven approach to database replication and partitioning. PVLDB, 3(1):48-57.
- Elnikety, S., Zwaenepoel, W., and Pedone, F. (2005). Database replication using generalized snapshot isolation. In SRDS, pages 73-84. IEEE Computer Society.
- Irún-Briz, L., Mun˜oz-Escoí, F. D., and Bernabéu-Aubán, J. M. (2003). An improved optimistic and faulttolerant replication protocol. Lecture Notes in Computer Science, 2822:188-200.
- Wiesmann, M. and Schiper, A. (2005). Comparison of database replication techniques based on total order broadcast. IEEE Trans. Knowl. Data Eng., 17(4):551- 566.
Paper Citation
in Harvard Style
E. Armendáriz-Iñigo J., Legarrea J., R. González de Mendívil J., Azqueta-Alzúaz A., Louis-Rodriguez M., Arrieta-Salinas I. and D. Muñoz-Escoí F. (2013). Boosting Performance and Scalability in Cloud-deployed Databases . In Proceedings of the 3rd International Conference on Cloud Computing and Services Science - Volume 1: CLOSER, ISBN 978-989-8565-52-5, pages 525-528. DOI: 10.5220/0004405605250528
in Bibtex Style
@conference{closer13,
author={J. E. Armendáriz-Iñigo and J. Legarrea and J. R. González de Mendívil and A. Azqueta-Alzúaz and M. Louis-Rodriguez and I. Arrieta-Salinas and F. D. Muñoz-Escoí},
title={Boosting Performance and Scalability in Cloud-deployed Databases},
booktitle={Proceedings of the 3rd International Conference on Cloud Computing and Services Science - Volume 1: CLOSER,},
year={2013},
pages={525-528},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004405605250528},
isbn={978-989-8565-52-5},
}
in EndNote Style
TY - CONF
JO - Proceedings of the 3rd International Conference on Cloud Computing and Services Science - Volume 1: CLOSER,
TI - Boosting Performance and Scalability in Cloud-deployed Databases
SN - 978-989-8565-52-5
AU - E. Armendáriz-Iñigo J.
AU - Legarrea J.
AU - R. González de Mendívil J.
AU - Azqueta-Alzúaz A.
AU - Louis-Rodriguez M.
AU - Arrieta-Salinas I.
AU - D. Muñoz-Escoí F.
PY - 2013
SP - 525
EP - 528
DO - 10.5220/0004405605250528