In this paper, we propose a new parallel partitioning algorithm with a focus on assisting in community detection in social networks.
In this paper, we propose a new parallel partitioning algorithm with a focus on assisting in community detection in social networks. The algorithm uses a ...
In this paper, we propose a new parallel partitioning algorithm with a focus on assisting in community detection in social networks. The algorithm uses a ...
A Parallel Graph Partitioning Approach designed to work on density-based clustering algorithms. - Talessil/parallelized-dc.
Duration: 11:25
Posted: Jul 6, 2020
Posted: Jul 6, 2020
This paper presents a study of graph partitioning schemes for parallel graph community detection on distributed memory machines.
This paper presents a study of graph partitioning schemes for parallel graph community detection on distributed memory machines.
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This paper builds an end-to-end optimized distributed framework for implementing both the Louvain algorithm and the Infomap algorithm by extending the ...
May 17, 2022 · We propose the isolate-set-based parallel Louvain method, which calculates and updates vertices information without latency and communities swap.
Missing: Approach Enhance
Our data partitioning method effectively simplifies the communication required for combining the local results into a global one and hence allows us to achieve ...