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A Parallel Algorithm for Subgraph Isomorphism
Workshop on Graph Based Representations in Pattern Recognition, 2019In different application fields, such as biology, databases, social networks and so on, graphs are a widely adopted structure to represent the data. In these fields, a relevant problem is the detection and the localization of structural patterns within very large graphs; such a problem, formalized as subgraph isomorphism, has been proven to be NP ...
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SGSI – A Scalable GPU-Friendly Subgraph Isomorphism Algorithm
IEEE Transactions on Knowledge and Data Engineering, 2023Due to the inherent hardness of subgraph isomorphism, the performance is often a bottleneck in various real-world applications. We address this by designing an efficient subgraph isomorphism algorithm leveraging features of GPU architecture. Existing GPU-
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