华中科技大学学报(自然科学版)2016,Vol.44Issue(z1):25-28,4.DOI:10.13245/j.hust.16S106
基于 Hadoop 和 Spark 构建可扩展的网络安全分析平台
Scalable security analysis platform based on hadoop and spark
摘要
Abstract
A low‐cost scalable big data security analysis and detection platform was presented based on Hadoop and Spark in the background of large‐scale network environment . This platform integrated off‐line model generation with on‐line network data analysis and detection ,which make it possible to execute real‐time security analysis and detection in massive data stream environment .Experimental results show that the big data security analysis platform based on Hadoop and Spark has excellent scalability and high‐speed processing ability .The platform meets the requirements of big security data analysis and can deal with massive security data effectively .关键词
网络/安全分析/大数据/Hadoop/SparkKey words
network/security analysis/big data/Hadoop/Spark分类
信息技术与安全科学引用本文复制引用
赵科军,葛连升,刘洋,秦丰林..基于 Hadoop 和 Spark 构建可扩展的网络安全分析平台[J].华中科技大学学报(自然科学版),2016,44(z1):25-28,4.基金项目
赛尔网络下一代互联网技术创新项目(NGII20150412). ()