Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Multilevel Acyclic Hypergraph Partitioning   A directed acyclic hypergraph is a generalized concept of a directed acyclic
graph, where each hyperedge can contain an arbitrary number of tails and heads.
Directed hypergraphs can be used to model data flow and execution dependencies
in streaming applications. Thus, hypergraph partitioning algorithms can be used
to obtain efficient parallelizations for multiprocessor architectures. However,
an acyclicity constraint on the partition is necessary when mapping streaming
applications to embedded multiprocessors due to resource restrictions on this
type of hardware. The acyclic hypergraph partitioning problem is to partition
the hypernodes of a directed acyclic hypergraph into a given number of blocks
of roughly equal size such that the corresponding quotient graph is acyclic
while minimizing an objective function on the partition.
  Here, we contribute the first n-level algorithm for the acyclic hypergraph
partitioning problem. Our focus is on acyclic hypergraphs where hyperedges can
have one head and arbitrary many tails. Based on this, we engineer a memetic
algorithm to further reduce communication cost, as well as to improve
scheduling makespan on embedded multiprocessor architectures. Experiments
indicate that our algorithm outperforms previous algorithms that focus on the
directed acyclic graph case which have previously been employed in the
application domain. Moreover, our experiments indicate that using the directed
hypergraph model for this type of application yields a significantly smaller
makespan.

18
The categories of this paper are: econ
20
The categories of this paper are: acc-phys
23
The categories of this paper are: solv-int
14
The categories of this paper are: math-ph
8
The categories of this paper are: hep-ex
0
The categories of this paper are: hep-ph
25
The categories of this paper are: patt-sol
16
The categories of this paper are: stat
3
The categories of this paper are: physics
2
The categories of this paper are: math
24
The categories of this paper are: dg-ga
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The categories of this paper are: bayes-an
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The categories of this paper are: quant-ph
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The categories of this paper are: supr-con
34
The categories of this paper are: chem-ph
6
The categories of this paper are: astro-ph