Parallel core maintenance of dynamic graphs
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 … 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 …
Parallel core maintenance of dynamic graphs
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WebFeb 21, 2024 · The previous studies take the static graphs as input, and the truss maintenance in dynamic graphs receives little attention. This paper focuses on distributed algorithms for truss maintenance. We present a distributed model underlying the real distributed processing model Pregel. 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 …
WebDec 17, 2024 · Parallel Order-Based Core Maintenance in Dynamic Graphs Preprint Oct 2024 Bin Guo Emil Sekerinski View Show abstract ... Furthermore, our batch-dynamic algorithm is able to outperform... WebMar 11, 2024 · Core Maintenance in Dynamic Graphs: A Parallel Approach based on Matching Na Wang, Dongxiao Yu, Hai Jin, Qiang-Sheng Hua, Xuanhua Shi, Xia Xie The core …
WebOct 25, 2024 · Download a PDF of the paper titled Parallel Order-Based Core Maintenance in Dynamic Graphs, by Bin Guo and 1 other authors Download PDF Abstract: The core … WebFurthermore, By investigating the improved core maintenance method and index maintenance method, we explore an effective dynamic update algorithm to find the best communities on dynamic social networks.
WebJun 22, 2024 · As a fundamental problem in graph analysis, core decomposition aims to compute the core numbers of vertices in a given graph. It is a powerful tool for mining important graph structures. For dynamic graphs with real-time updates of vertices/edges, core maintenance has been utilized to update the core numbers of vertices. The previous …
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 … randy travis on the other hand albumWebSep 29, 2024 · We further propose core maintenance algorithms, to update the core numbers of vertices when a graph changes by avoiding recalculations. Experimental results on different real-world and synthetic datasets demonstrate the effectiveness and efficiency of our algorithms. randy travis on the other hand cdWebThis paper initiates the studies of parallel algorithm for core maintenance in dynamic graphs. The core number is a fundamental index reflecting the cohesiveness of a graph, … owari no seraph season 2 subWebThis paper initiates the studies of parallel algorithms for core maintenance in dynamic graphs. The core number is a fundamental index reflecting the cohesiveness of a graph, which are widely used in large-scale graph analytics. The core maintenance problem requires to update the core numbers of vertices after a set of edges and vertices are ... owari no seraph shinoa fandomWebThe problems of core computation in static graphs and core update in dynamic graphs, known as the core decomposition and core maintenance problems respectively, have been extensively studied in previous work. However, most … owari no seraph shipsWebMay 11, 2024 · Core Maintenance in Dynamic Graphs: A Parallel Approach Based on Matching. Abstract: The core number of vertices is a basic index depicting cohesiveness … owari no seraph sub itaWebBased on this discovery, faster parallel algorithms are devised to solve the core maintenance problems. In our algorithms, we can process all edges in the joint edge set … owari no seraph sinopsis