Computer Architecture Support for Complex Networks

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Complex networks play an important role in our lives today. They can be used to gain a better understanding of our actions in the past, predict our actions in the future, and use these predictions to influence outcomes.  For example, product recommendation systems represent a user's interactions with their database of items and past purchase histories to suggest future items that may be of interest to the user.  The potential benefits of using complex networks for inferences are enormous.  They are already in use for the following applications: traffic congestion, infectious disease and security threat analyses.