Data Management

Efficient Distributed Top-k Query Processing With Caching

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Executive Summary

Recently, there has been an increased interest in incorporating in database management systems rank-aware query operators, such as top-k queries, that allow users to retrieve only the most interesting data objects. In this paper, the authors propose a cache-based approach for efficiently supporting top-k queries in distributed database management systems. In large distributed systems, the query performance depends mainly on the network cost, measured as the number of tuples transmitted over the network. Ideally, only the k tuples that belong to the query result set should be transmitted.

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