A two-phase streaming edge partitioning algorithm for large-scale uncertain graphs

Uncertain graphs, which model uncertainty in edges, are used in various domains such as social networks, biological networks, and recommendation systems. As the scale of these graphs continues to grow, efficient distributed analysis becomes crucial, hinging on effective graph partitioning. However,...

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Bibliographic Details
Published in:	Cluster computing Vol. 28; no. 11; p. 746
Main Authors:	Cui, Huanqing, Chang, Anfu, Hu, Kekun, Dong, Gang, Zhu, Jinbin
Format:	Journal Article
Language:	English
Published:	New York Springer US 01.10.2025 Springer Nature B.V
Subjects:	Algorithms Apexes Clustering Computer Communication Networks Computer Science Graph theory Graphs Load balancing Operating Systems Optimization Partitioning Partitions (mathematics) Probability Probability distribution Processor Architectures Recommender systems Skewness Social networks Uncertainty Graph partitioning Distributed graph computing Uncertain graph Degree advantage
ISSN:	1386-7857, 1573-7543
Online Access:	Get full text
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