Performance Guarantees for Distributed Reachability Queries

Provided by: VLD Digital
Topic: Data Management
Format: PDF
In the real world a graph is often fragmented and distributed across different sites. This highlights the need for evaluating queries on distributed graphs. This paper proposes distributed evaluation algorithms for three classes of queries: reachability for determining whether one node can reach another, bounded reachability for deciding whether there exists a path of a bounded length between a pair of nodes, and regular reachability for checking whether there exists a path connecting two nodes such that the node labels on the path form a string in a given regular expression. The authors develop these algorithms based on partial evaluation, to explore parallel computation.

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