External memory k-bisimulation reduction of big graphs

Y Luo, GHL Fletcher, J Hidders, Y Wu… - Proceedings of the 22nd …, 2013 - dl.acm.org
In this paper, we present, to our knowledge, the first known I/O efficient solutions for
computing the k-bisimulation partition of a massive directed graph, and performing …

Regularities and dynamics in bisimulation reductions of big graphs

Y Luo, GHL Fletcher, J Hidders, P De Bra… - … International Workshop on …, 2013 - dl.acm.org
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 …

Bisimulation reduction of big graphs on mapreduce

Y Luo, Y de Lange, GHL Fletcher, P De Bra… - Big Data: 29th British …, 2013 - Springer
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 …

On structure preserving sampling and approximate partitioning of graphs

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 …

Constructing bisimulation summaries on a multi-core graph processing framework

S Khatchadourian, MP Consens - Proceedings of the GRADES'15, 2015 - dl.acm.org
Bisimulation summaries of graph data have multiple applications, including facilitating graph
exploration and enabling query optimization techniques, but efficient, scalable, summary …

The graph based benchmark suite (gbbs)

L Dhulipala, J Shi, T Tseng, GE Blelloch… - Proceedings of the 3rd …, 2020 - dl.acm.org
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 …

Incremental maintenance of maximal bicliques in a dynamic bipartite graph

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 …

Everything you always wanted to know about multicore graph processing but were afraid to ask

J Malicevic, B Lepers, W Zwaenepoel - 2017 USENIX Annual Technical …, 2017 - usenix.org
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 …

GraphMP: I/O-efficient big graph analytics on a single commodity machine

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 …

The subgraph bisimulation problem

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 …