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Refereed Papers


Track: XML I

Paper Title:
On Incremental Maintenance of 2-hop Labeling of Graphs

Authors:

  • Ramadhana Bramandia(Nanyang Technological University)
  • Byron Choi(Nanyang Technological University)
  • Wee Keong Ng(Nanyang Technological University)

Abstract:
Recent interests on XML, Semantic Web, and Web ontology, among other topics, have sparked a renewed interest on graph-structured databases. A fundamental query on graphs is the reachability test of nodes. Recently, {it 2-hop} labeling has been proposed to index large collections of XML and/or graphs for efficient reachability tests. However, there has been few work on updates of {it 2-hop} labeling. This is compounded by the fact that Web data changes over time. In response to these, this paper studies the incremental maintenance of {it 2-hop} labeling. We identify the main reason for the inefficiency of updates of existing {it 2-hop} labels. We propose two updatable {it 2-hop} labelings, hybrids of {it 2-hop} labeling, and their incremental maintenance algorithms. The proposed {it 2-hop} labeling is derived from graph connectivities, as opposed to {sc set cover} which is used by {em all} previous work. Our experimental evaluation illustrates the space efficiency and update performance of various kinds of {it 2-hop} labeling. The main conclusion is that there is a natural way to spare some index size for update performance in {it 2-hop} labeling.

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