中文摘要：

大数据研究领域的许多问题可以转换为图的问题。本文将阐述鲲鹏大数据系统计算引擎中有关大规模图处理的研究进展以及应用,具体包括高效子图匹配算法、面向图的稀疏数据存储结构和大规模图异步计算模型及其在基因拼接中的应用。

英文摘要：

Graph theory can be used to tackle many problems for big data research. This paper presents several important progresses on graph processing for the Computing Engine Module in KunPeng Big Data System,including efficient graph pattern matching,sparse data storage structure for graph and asynchronous parallel model for massive graphs and its application in genome assembly.