This book explores the need for HPC computing in network science & network science core kernels for complex network analysis decomposition accelerated network traversal using multi/many-cores partitioning of complex networks for heterogeneous computing topology-aware load-balance schemes for heterogeneous graph processing and trends and challenges in large-scale HPC network analysis--
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