期刊
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
卷 30, 期 4, 页码 754-765出版社
IEEE COMPUTER SOC
DOI: 10.1109/TPDS.2018.2869805
关键词
Distributed graph visualization algorithms; visual analytics; large and complex networks
资金
- project: Algoritmi e sistemi di analisi visuale di reti complesse e di grandi dimensioni -Ricerca di Base 2018, Dipartimento di Ingegneria dell'Universita degli Studi di Perugia
The use of graph visualization approaches to present and analyze complex data is taking a leading role in conveying information and knowledge to users in many application domains. This creates the need of developing efficient and effective algorithms that automatically compute graph layouts. In this respect, force-directed algorithms are arguably among the most popular graph layout techniques. Aimed at leveraging the potential of modern distributed graph algorithms platforms, we present MULTI-GILA, the first multilevel force-directed graph visualization algorithm based on a vertex-centric computation paradigm. We implemented MULTI-GILA using the Apache Giraph platform. Experiments show that it can be successfully applied to compute high quality layouts of very large graphs on inexpensive cloud computing platforms.
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