Bisimulation is a basic graph reduction operation, which plays a key role in a wide range of graph analytical applications. While there are many algorithms dedicated to computing …
Computing the bisimulation partition of a graph is a fundamental problem which plays a key role in a wide range of basic applications. Intuitively, two nodes in a graph are bisimilar if …
W van Heeswijk, GHL Fletcher… - Proceedings of the 31st …, 2016 - dl.acm.org
Massive graphs are becoming increasingly common in a variety of domains such as social networks and web analytics. One approach to overcoming the challenges of size is to …
Bisimulation summaries of graph data have multiple applications, including facilitating graph exploration and enabling query optimization techniques, but efficient, scalable, summary …
In this demonstration paper, we present the Graph Based Benchmark Suite (GBBS), a suite of scalable, provably-efficient implementations of over 20 fundamental graph problems for …
A Das, S Tirthapura - IEEE Transactions on Multi-Scale …, 2018 - ieeexplore.ieee.org
We consider incremental maintenance of maximal bicliques from a dynamic bipartite graph that changes over time due to the addition of edges. When new edges are added to the …
Graph processing systems are used in a wide variety of fields, ranging from biology to social networks, and a large number of such systems have been described in the recent literature …
P Sun, Y Wen, TNB Duong… - IEEE Transactions on Big …, 2019 - ieeexplore.ieee.org
Recent studies showed that single-machine graph processing systems can be as highly competitive as cluster-based approaches on large-scale problems. While several out-of-core …
A Dovier, C Piazza - IEEE Transactions on Knowledge and …, 2003 - ieeexplore.ieee.org
The Subgraph Bisimulation Problem Page 1 The Subgraph Bisimulation Problem Agostino Dovier and Carla Piazza Abstract—We study the complexity of the Subgraph Bisimulation …