A Shared-Memory Algorithm for Updating Tree-Based Properties of Large Dynamic Networks

This paper presents a network-based template for analyzing large-scale dynamic data. Specifically, we propose a novel shared-memory parallel algorithm for updating tree-based structures or properties, such as connected components (CC) and minimum spanning trees (MST), on dynamic networks. The underl...

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Veröffentlicht in:	IEEE transactions on big data Jg. 8; H. 2; S. 302 - 317
Hauptverfasser:	Srinivasan, Sriram, Pollard, Samuel D., Norris, Boyana, Das, Sajal K., Bhowmick, Sanjukta
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Piscataway IEEE 01.04.2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Algorithms Big Data connected components Data structures Dynamic networks Graph theory Heuristic algorithms Image edge detection Maintenance engineering minimum spanning tree Networks Parallel algorithms Partitioning algorithms shared memory algorithms
ISSN:	2332-7790, 2372-2096
Online-Zugang:	Volltext
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