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Algorithms for searching massive graphs

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2 Author(s)
Agrawal, R. ; AT&T Bell Labs., Murray Hill, NJ, USA ; Jagadish, H.V.

Given a large graph, stored on disk, there is often a need to perform a search over this graph. Such a need could arise, for example, in the search component of a data-intensive expert system or to solve path problems in deductive database systems. In this paper, we present a novel data structuring technique and show how a branch-and-bound search algorithm can use this data structuring to prune the search space. Simulation results confirm that, using these techniques, a search can be expedited significantly without incurring a large storage penalty. As a side benefit, it is possible to organize the search to obtain successive approximations to the desired solution with considerable reduction in the total search

Published in:

Knowledge and Data Engineering, IEEE Transactions on  (Volume:6 ,  Issue: 2 )

Date of Publication:

Apr 1994

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