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Reliability Assurance of Big Data in the Cloud
book

Reliability Assurance of Big Data in the Cloud

by Yun Yang, Wenhao Li, Dong Yuan
December 2014
Intermediate to advanced content levelIntermediate to advanced
106 pages
3h 35m
English
Morgan Kaufmann
Content preview from Reliability Assurance of Big Data in the Cloud
6

Cost-effective data reliability assurance for data maintenance

Abstract

In this chapter, we present our data reliability assurance solution for big data in the Cloud with a huge amount of data files during the data maintenance stage, which is a novel cost-effective data reliability assurance mechanism named Proactive Replica Checking for Reliability (PRCR). PRCR is able to maintain Cloud data with minimum replication and hence, incurs the lowest storage cost. Compared to the storage using the conventional three-replica strategy, our PRCR can reduce the storage cost between two-thirds and one-third, while the running overhead for PRCR itself is negligible.

Keywords

big data
cost-effective storage
data maintenance
data reliability assurance ...
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Publisher Resources

ISBN: 9780128025727