DATA INTEGRITY AND AVAILABILITY
2011 IEEE 30th International Symposium on Reliable Distributed Systems, pp. 75–84
Computer magazine, the flagship publication of the IEEE Computer Society, covers all aspects of computer science, computer engineering, computing technology, and applications.
The Growing Impact of the CAP Theorem
Modeling the Fault Tolerance Consequences of Deduplication
by Eric W.D. Rozier, William H. Sanders, Pin Zhou, Nagapramod Mandagere, Sandeep M. Uttamchandani, and Mark L. Yakushev
Modern storage systems are employing data deduplication with increasing frequency. Often the storage systems on which these techniques are deployed contain important data, and utilize fault-tolerant hardware and software to improve the reliability of the system and reduce data loss. We suggest that data deduplication introduces inter-file relationships that may have a negative impact on the fault tolerance of such systems by creating dependencies that can increase the severity of data loss events. We present a framework composed of data analysis methods and a model of data deduplication that is useful in studying the reliability impact of data deduplication. The framework is useful for determining a deduplication strategy that is estimated to satisfy a set of reliability constraints supplied by a user. READ FULL ARTICLE (login required) »