Brief Analysis on Key Storage Technologies of Large-scale Graph Data

XIN Gang

Computer & Telecommunication ›› 2018, Vol. 1 ›› Issue (3) : 49-52.

Computer & Telecommunication ›› 2018, Vol. 1 ›› Issue (3) : 49-52.

Brief Analysis on Key Storage Technologies of Large-scale Graph Data

  • XIN Gang
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Abstract

The storage paradigm of large-scale graph data directly affects the efficiency of graph data access, query and mining.With the development of the applications of large-scale graph data, distributed storage systems for large-scale graph data face more severe challenges. Many problems are very urgent to be resolved. This paper mainly focuses on three issues. Firstly, the background of the generation of large-scale graph data is introduced and the main challenges for distributed storage techniques are stated. Secondly,the state-of-art solutions to distributed storage of large-scale graph data are analyzed. Finally, remaining problems are summarized and possible directions for future research are discussed.

Key words

large-scale graph storage / graph partitioning / graph data access efficiency / graph history search

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XIN Gang. Brief Analysis on Key Storage Technologies of Large-scale Graph Data[J]. Computer & Telecommunication. 2018, 1(3): 49-52

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