Multi-pattern Matching Algorithm Based on MapReduce and Hadoop

被引:0
|
作者
Zhang, Wei [1 ]
Li, Baolu [2 ]
Li, Kun [2 ]
机构
[1] Beijing Informat Sci & Technol Univ, Beijing Key Lab Internet Culture & Digital Dissem, Sch Comp Sci, Beijing, Peoples R China
[2] Beijing Informat Sci & Technol Univ, Sch Comp Sci, Beijing, Peoples R China
来源
PROCEEDINGS 2013 INTERNATIONAL CONFERENCE ON MECHATRONIC SCIENCES, ELECTRIC ENGINEERING AND COMPUTER (MEC) | 2013年
关键词
Hadoop; Parallel Scanning; Multi-Pattern Matching;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Large data sets present new challenges when virus scanning; parallel scanning technology could be an effective remedy for this problem. This research is based on MapReduce and Hadoop platforms and aims to improve the efficiency of virus scanning by making the multi-pattern matching Aho-Corsick (AC) algorithm parallel. Experiments show that, for large data sets, parallel scanning is more efficient than traditional stand-alone scanning.
引用
收藏
页码:1856 / 1859
页数:4
相关论文
共 50 条
  • [21] Hierarchical multi-pattern matching algorithm for network content inspection
    Sheu, Tzu-Fang
    Huang, Nen-Fu
    Lee, Hsiao-Ping
    INFORMATION SCIENCES, 2008, 178 (14) : 2880 - 2898
  • [22] Application of Set-based Multi-pattern Matching Algorithm for Intrusion Detection System
    Cao, Bin
    Lan, Hua
    Shen, Xuanjing
    Qian, Qingji
    2008 INTERNATIONAL SYMPOSIUM ON INTELLIGENT INFORMATION TECHNOLOGY APPLICATION, VOL III, PROCEEDINGS, 2008, : 706 - 710
  • [23] Multi-pattern matching algorithms and hardware based implementation
    Computer Network Information Center, Chinese Acad. of Sci., Beijing 100080, China
    不详
    Ruan Jian Xue Bao, 2006, 12 (2403-2415):
  • [24] Multi-pattern matching with bidirectional indexes
    Gog, Simon
    Karhu, Kalle
    Karkkainen, Juha
    Makinen, Veli
    Valimaki, Niko
    JOURNAL OF DISCRETE ALGORITHMS, 2014, 24 : 26 - 39
  • [25] Fast practical multi-pattern matching
    Crochemore, M
    Czumaj, A
    Gasieniec, L
    Lecroq, T
    Plandowski, W
    Rytter, W
    INFORMATION PROCESSING LETTERS, 1999, 71 (3-4) : 107 - 113
  • [26] A Fast Multi-Pattern Matching Algorithm for Mining Big Network Data
    Liu, Jun
    Bian, Guangkuo
    Qin, Chao
    Lin, Wenhui
    CHINA COMMUNICATIONS, 2019, 16 (05) : 121 - 136
  • [27] A Fast Multi-Pattern Matching Algorithm for Mining Big Network Data
    Jun Liu
    Guangkuo Bian
    Chao Qin
    Wenhui Lin
    中国通信, 2019, 16 (05) : 121 - 136
  • [28] A multi-pattern scheduling algorithm
    Guo, YQ
    Hoede, C
    Smit, GJM
    ERSA'05: Proceedings of the 2005 International Conference on Engineering of Reconfigurable Systems and Algorithms, 2005, : 276 - 279
  • [29] Efficient Authenticated Multi-Pattern Matching
    Zhou, Zhe
    Zhang, Tao
    Chow, Sherman S. M.
    Zhang, Yupeng
    Zhang, Kehuan
    ASIA CCS'16: PROCEEDINGS OF THE 11TH ACM ASIA CONFERENCE ON COMPUTER AND COMMUNICATIONS SECURITY, 2016, : 593 - 604
  • [30] A multi-pattern matching algorithm for resource-restricted network devices
    Su, CC
    Kuo, YC
    Kuo, YH
    Hsu, JP
    CCCT 2003, VOL 4, PROCEEDINGS: COMPUTER, COMMUNICATION AND CONTROL TECHNOLOGIES: I, 2003, : 358 - 363