WebIn this paper, we study hierarchical core maintenance which is to compute the k -core hierarchy incrementally against graph dynamics. The problem is challenging because the change of hierarchy may be large and complex … WebExisting maintenance algorithms fail to handle large bursts, and prior parallel approaches on both graphs and hypergraphs fail to scale as available cores increase.We address these problems by presenting two parallel and scalable fully-dynamic batch algorithms for maintaining k-cores on both graphs and hypergraphs. Both algorithms take ...

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WebOct 25, 2024 · The core numbers are updated in dynamic graphs with edge insertions and deletions, which is called core maintenance. When a burst of a large number of inserted or removed edges come in, we have to handle these edges on time to keep up with the data stream. There are two main sequential algorithms for core maintenance, Traversal and … WebJan 1, 2024 · To further improve the parallelism of maintenance algorithms, we refine the $k$ -core maintenance theorem and propose two effective parallel methods to update … hyatt key west resort and spa florida hotel

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WebIn this work, we study the core maintenance problems with the insertions/deletions of vertices/edges in dynamic graphs. Specifically, the core maintenance problems under the insertion and the deletion cases are known as the incre- mental and the decremental core maintenance, respectively. WebAbstract—This paper initiates the studies of parallel algorithm for core maintenance in dynamic graphs. The core number is a fundamental index reflecting the cohesiveness of … WebOct 25, 2024 · In this paper, we propose a new parallel core maintenance algorithm based on the \alg {Order} algorithm. Importantly, our new approach always has parallelism, even … hyatt king of prussia pa 240 mall boulevard