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We present a methodology that guides the design of a multilevel-like unbalanced complex network partitioning framework for load-balance in a graph heterogeneous computing context. Throughout the paper we describe: (1) the design of a topology-aware complex network coarsening process that preserves non-redundant complex network properties, (2) the multilevel partitioning of coarse graphs by the centrality...
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