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There has been a surging interest in developing systems for analyzing big graphs generated by real applications, such as online social networks and knowledge graphs. While vertex-centric systems have gained great popularity, the latter two models are currently being actively studied to solve graph problems that cannot be efficiently solved in vertex-centric model, and are the promising next-generation models for big graph analytics.
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