NDLI: A Dynamic Adaptive Load Balance Algorithm in Parallel Intrusion Detection System

Content Provider	IEEE Xplore Digital Library
Author	Jie-Fang Liu Fang-Min Dong
Copyright Year	2008
Description	Author affiliation: Modern Educ. Technol. Center, Yancheng Inst. of Technol., Yancheng, China (Jie-Fang Liu) \|\| Coll. of Electr. Eng. & Inf. Sci., China Three Gorges Univ., Yichang, China (Fang-Min Dong)
Abstract	As the band of networks increases, the process speed of network-based intrusion detection system (NIDS) hardly keeps up with the speed of networks. By arranging several sensors to deal with the traffic in parallel, the intrusion detection system's speed can be significantly increased. How to split the traffic to the sensors is the key problem of a parallel intrusion detection system. To resolve the problems, load balance has to be concerned. There is an emerging need for parallel intrusion detection techniques that can keep up with the increasing network throughput. A novel algorithm of load balance in the parallel IDS (intrusion detection system) was proposed to improve detection ability of parallel IDS. The algorithm was adopted to hash the network packet header information in data packet, to map the corresponding packet to the scope of the sensors' number, and to adjust the scope according to the performance and load of each sensor. Theoretic analysis and experimental results demonstrate that the algorithm can dispatch data packets reasonably and utilize all the sensors' sources effectively.
Starting Page	180
Ending Page	183
File Size	266863
Page Count	4
File Format	PDF
ISBN	9781424437467
DOI	10.1109/ISCSCT.2008.209
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2008-12-20
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Algorithm design and analysis parallel IDS load balancing Heuristic algorithms Telecommunication traffic Educational technology Sensor systems high availability hash function Intrusion detection Bandwidth Traffic control Round robin Monitoring
Content Type	Text
Resource Type	Article

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