Efficient Parallel Muti-pattern Matching Using GPGPU Acceleration for Packet Filtering

机译：使用GPGPU加速进行数据包过滤的高效并行多模式匹配

获取原文

获取原文并翻译 | 示例

页面导航

摘要
著录项
相似文献
相关主题

摘要

In the past decades, the Internet usage has increased dramatically. For the network security, the network packet filtering is an important strategy to identify malicious network packets. However, malicious attacks spread much faster than network administrators can respond. The software-only implementations of filter are unlikely to meet the performance goals. Therefore, we develop a novel GPGPU-based parallel packet classification approach by adopting bloom filter to inspect the packet payload by leveraging the computation power of GPGPU. The experiment results present that the proposed algorithm can be significantly enhanced the performance of filtering packets. According to the experimental results, the proposed method can achieve over 5.4 times speed up over the sequential bloom filter on single CPU.

机译：在过去的几十年中，Internet使用量急剧增加。为了网络安全，网络数据包过滤是识别恶意网络数据包的重要策略。但是，恶意攻击的传播速度远远超过网络管理员的响应速度。过滤器的纯软件实现不太可能达到性能目标。因此，我们通过利用布隆过滤器来利用GPGPU的计算能力来检查数据包有效负载，从而开发了一种基于GPGPU的并行数据包分类方法。实验结果表明，该算法可以显着提高包过滤性能。根据实验结果，所提出的方法可以比单CPU上的顺序布隆过滤器提高5.4倍以上的速度。

著录项

来源
《2015 IEEE 17th International Conference on High Performance Computing and Communications, 2015 IEEE 7th International Symposium on Cyberspace Safety and Security, 2015 IEEE 12th International Conference on Embedded Software and Systems》|2015年|1843-1847|共5页
会议地点 New York NY(US)
作者
Che-Lun Hung; Po-Chang Wu; Hsiao-Hsi Wang; Chun-Yuan Lin;
展开▼
作者单位

Dept. Comput. Sci. Commun. Eng., Providence Univ., Taichung, Taiwan;

展开▼
会议组织
原文格式 PDF
正文语种 eng
中图分类
关键词
Internet; computer network security; data structures; graphics processing units; parallel processing; CPU; GPGPU acceleration; GPGPU-based parallel packet classification approach; Internet; bloom filter; malicious network packet filtering; network security; packet filtering; parallel mutipattern matching; Arrays; Filtering algorithms; Graphics processing units; Instruction sets; Matched filters; Pattern matching; Payloads; GPU; Hash; Network; Packet Classfication; Parallel Computing;

机译：互联网;计算机网络安全;数据结构;图形处理单元;并行处理; CPU; GPGPU加速;基于GPGPU的并行数据包分类方法;互联网; bloom过滤器;恶意网络数据包过滤;网络安全性;数据包过滤;并行mutipattern匹配;数组;过滤算法;图形处理单元;指令集;匹配的过滤器;模式匹配;有效载荷; GPU;哈希;网络;分组分类;并行计算;;

相似文献

外文文献
中文文献
专利

1. An Efficient GPU-Based Multiple Pattern Matching Algorithm for Packet Filtering [J] . Hung Che-Lun, Lin Chun-Yuan, Wu Po-Chang Journal of VLSI signal processing . 2017,第2a3期

机译：一种基于GPU的高效多模式匹配算法，用于包过滤
2. An efficient parallel-network packet pattern-matching approach using GPUs [J] . Che-Lun Hung, Chun-Yuan Lin, Hsiao-Hsi Wang Journal of systems architecture . 2014,第5期

机译：使用GPU的高效并行网络数据包模式匹配方法
3. A memory-efficient heterogeneous parallel pattern matching scheme in deep packet inspection [J] . Dongmyoung Baek, Hyejeong Hong, HyunJin Kim, IEICE Electronics Express . 2010,第5期

机译：深度数据包检查中的一种内存有效的异构并行模式匹配方案
4. Efficient Parallel Muti-pattern Matching Using GPGPU Acceleration for Packet Filtering [C] . Che-Lun Hung, Po-Chang Wu, Hsiao-Hsi Wang, IEEE International Conference on High Performance Computing and Communications . 2015

机译：使用GPGPU加速进行高效并行Muti-Patters匹配包过滤
5. An efficient distributed packet filtering heuristic for defense against distributed denial of service attacks. [D] . Schneider, Michael A. 2003

机译：一种高效的分布式数据包过滤启发式方法，可防御分布式拒绝服务攻击。
6. A Memory-Efficient Deterministic Finite Automaton-Based Bit-Split String Matching Scheme Using Pattern Uniqueness in Deep Packet Inspection [O] . HyunJin Kim, Kang-Il Choi, Sang-Il Choi -1

机译：基于模式唯一性的深度数据包检查中基于内存的确定性基于自动机的有限位拆分字符串匹配方案
7. GPGPU Acceleration of SAT Algorithm with Propagation Routine Parallelization [O] . Hyeong-Ju Kang 2016

机译：具有传播常规并行化的SAT算法的GPGPU加速

Efficient Parallel Muti-pattern Matching Using GPGPU Acceleration for Packet Filtering

摘要

著录项

相似文献

相关主题

期刊订阅