An Optimization and Auto-Tuning Method for Scale-Free Graph Algorithms on SIMD Architectures

Author(s):  
Jie Lin ◽  
Yusong Tan ◽  
Qingbo Wu ◽  
Xiaoling Li ◽  
Jie Yu ◽  
...  
Author(s):  
Yalong Shan ◽  
Chao Chen ◽  
Danying Cao ◽  
Zheng Wang ◽  
Zhibin Yu

2014 ◽  
Vol 33 (8) ◽  
pp. 2401-2417 ◽  
Author(s):  
Kun Li ◽  
Jianfu Teng ◽  
Qing Liu ◽  
Xiuwei Xuan ◽  
Jin Lu ◽  
...  

2008 ◽  
Vol 17 (1) ◽  
pp. 111-136 ◽  
Author(s):  
OLIVER RIORDAN

Thek-coreof a graphGis the maximal subgraph ofGhaving minimum degree at leastk. In 1996, Pittel, Spencer and Wormald found the threshold λcfor the emergence of a non-trivialk-core in the random graphG(n, λ/n), and the asymptotic size of thek-core above the threshold. We give a new proof of this result using a local coupling of the graph to a suitable branching process. This proof extends to a general model of inhomogeneous random graphs with independence between the edges. As an example, we study thek-core in a certain power-law or ‘scale-free’ graph with a parameterccontrolling the overall density of edges. For eachk≥ 3, we find the threshold value ofcat which thek-core emerges, and the fraction of vertices in thek-core whencis ϵ above the threshold. In contrast toG(n, λ/n), this fraction tends to 0 as ϵ→0.


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