大图分布式存储关键技术浅析  

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

作　　者：辛刚 XIN Gang(AVIC Computing Technique Research Institute,Xi’an 710065,Shaanxi)

机构地区：[1]中国航空工业集团公司西安航空计算技术研究所,陕西西安710065

出　　处：《电脑与电信》2018年第3期49-52,共4页Computer & Telecommunication

摘　　要：大图的存储方式直接影响大图的访问效率以及查询与挖掘的效率。随着大图应用的不断发展,大图分布式存储技术所面临的挑战更加严峻,需要解决的问题日益迫切。首先阐述大图产生的背景以及大图分布式存储所面临的主要挑战,然后分析大图分布式存储技术的国内外研究现状,最后总结现有研究存在的问题并指明未来可能的研究方向。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.

关 键 词：大图存储 图分割 访问效率 图历史查询 

分 类 号：TP274[自动化与计算机技术—检测技术与自动化装置]