DING Lin-lin, LI Zheng-dao, JI Wan-ting, et al. Reachability Query of Large Scale Dynamic Graph Based on Improved Huffman Coding[J]. Acta Electronica Sinica, 2017, 45(2): 359-367.
DOI:
DING Lin-lin, LI Zheng-dao, JI Wan-ting, et al. Reachability Query of Large Scale Dynamic Graph Based on Improved Huffman Coding[J]. Acta Electronica Sinica, 2017, 45(2): 359-367. DOI: 10.3969/j.issn.0372-2112.2017.02.014.
Reachability Query of Large Scale Dynamic Graph Based on Improved Huffman Coding
With the emerging of applications such as Social Network Services and biological information network analysis and the rapid development of computer technology
the scale of graph increases quickly and updates frequently
so the demand to deal with large scale dynamic graph becomes more pressing.The existing research works focusing on large scale dynamic graph are rare
which have shortcomings such as difficult index compression and needing optimizing graph structure.Therefore
in this paper
we present a reachability query processing method of dynamic large scale graph based on improved Huffman Coding
named Huffman-based Label Reachability
HuffLR.Firstly
the structure of pre-processing graph is compressed twice in order to gain the double compression graph.Secondly
the prefix-label index is constructed based on the double compression graph
which can express the reachability relations between nodes effectively.Lastly
we present the evolution of the double compression graph and reachability query processing and optimized algorithms
including insertion and deletion of edge
insertion and deletion of node.Experimental results demonstrate that the reachability query processing algorithm of dynamic large scale graph based on improved Huffman Coding has good feasibility and effectiveness.