Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Bandwidth and Wavefront Reduction for Static Variable Ordering in
  Symbolic Model Checking   We demonstrate the applicability of bandwidth and wavefront reduction
algorithms to static variable ordering. In symbolic model checking event
locality plays a major role in time and memory usage. For example, in Petri
nets event locality can be captured by dependency matrices, where nonzero
entries indicate whether a transition modifies a place. The quality of event
locality has been expressed as a metric called (weighted) event span. The
bandwidth of a matrix is a metric indicating the distance of nonzero elements
to the diagonal. Wavefront is a metric indicating the degree of nonzeros on one
end of the diagonal of the matrix. Bandwidth and wavefront are well studied
metrics used in sparse matrix solvers.
  In this work we prove that span is limited by twice the bandwidth of a
matrix. This observation makes bandwidth reduction algorithms useful for
obtaining good variable orders. One major issue we address is that the
reduction algorithms can only be applied on symmetric matrices, while the
dependency matrices are asymmetric. We show that the Sloan algorithm executed
on the total graph of the adjacency graph gives the best variable orders.
Practically, we demonstrate that our work allows to call standard sparse matrix
operations in Boost and ViennaCL, computing very good static variable orders in
milliseconds. Future work is promising, because a whole new spectrum of more
off-the-shelf algorithms, including metaheuristic ones, become available for
variable ordering.

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The categories of this paper are: funct-an
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The categories of this paper are: nucl-th
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The categories of this paper are: bayes-an
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The categories of this paper are: astro-ph
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The categories of this paper are: adap-org
2
The categories of this paper are: math
5
The categories of this paper are: gr-qc
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The categories of this paper are: chao-dyn
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The categories of this paper are: eess
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The categories of this paper are: comp-gas
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The categories of this paper are: econ
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The categories of this paper are: q-fin
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The categories of this paper are: physics
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The categories of this paper are: quant-ph
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The categories of this paper are: cmp-lg
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The categories of this paper are: nucl-ex