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Privacy becomes a major concern for both consumers and enterprises; therefore many research efforts have been devoted to the development of privacy preserving technology. The challenge in data privacy is to share the data while assuring the protection of personal information. Data privacy includes assuring protection for both insider ad outsider threats even if the data is published. Access control...
In this paper, we propose a scalable algorithm for finding the exact solution to the maximum-clique problem. At the heart of our approach lies a multi-phase partitioning strategy, which enables iterative, in-memory processing of graphs. The multi-phase partitioning is tuned for the resources of the machine/cluster to get the best performance. To promote parallelization and scalability on both a cluster-level...
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