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Issue No.04 - April (1998 vol.9)
pp: 391-409
ABSTRACT
<p><b>Abstract</b>—This paper makes two contributions. First, we introduce a model for evaluating the performance of data allocation and replication algorithms in distributed databases. The model is comprehensive in the sense that it accounts for I/O cost, for communication cost, and, because of reliability considerations, for limits on the minimum number of copies of the object. The model captures existing replica-management algorithms, such as read-one-write-all, quorum-consensus, etc. These algorithms are static in the sense that, in the absence of failures,, the copies of each object are allocated to a fixed set of processors.</p><p>In modern distributed databases, particularly in mobile computing environments, processors will dynamically store objects in their local database and will relinquish them. Therefore, as a second contribution of this paper, we introduce an algorithm for automatic dynamic allocation of replicas to processors. Then, using the new model, we compare the performance of the traditional read-one-write-all static allocation algorithm to the performance of the dynamic allocation algorithm. As a result, we obtain the relationship between the communication cost and I/O cost for which static allocation is superior to dynamic allocation, and the relationships for which dynamic allocation is superior.</p>
INDEX TERMS
Object allocation, caching, distributed database, mobile computing, wireless communication, competitiveness.
CITATION
Ouri Wolfson, Yixiu Huang, "Competitive Analysis of Caching in Distributed Databases", IEEE Transactions on Parallel & Distributed Systems, vol.9, no. 4, pp. 391-409, April 1998, doi:10.1109/71.667899
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