| Paper Abstract and Keywords |
| Presentation |
2004-09-03 11:45
Detection of Network Events using Digital Signal Processing Techniques
Zhang Ding Hui, Kazuhide Koide, Gen Kitagata (Tohoku Univ.), GlennMansfield Keeni (Cysol), Norio Shiratori (Tohoku Univ.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Network traffic analysis and detection of Event are essential for efficient network administration. The main goal of this research is to provide useful and meaningful information to the network administrator. After a thorough investigation in the field of detecting network Event by digital signal technique, we focus on a method called Deviation Score. Deviation Score takes less time on anomaly detection than any other related methods, such as Statistical method, Markov Models and Neural Networks method. However, there are three problems with Deviation Score, which are (1) inexact detection result, (2) high computational complexity, (3) requirement of manually set threshold. In this research, we propose a new method of Event detection of network traffic, which is exact, real-time and automatic, i.e. no manual intervention is needed. Experiment results show that our proposed method can detect Event with more efficiently than Deviation Score, especially pertaining to the detection exactness point. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
traffic analysis / network event / event detection / digital signal processing / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 104, no. 275, IN2004-66, pp. 37-42, Sept. 2004. |
| Paper # |
IN2004-66 |
| Date of Issue |
2004-08-27 (NS, IN, CS) |
| ISSN |
Print edition: ISSN 0913-5685 |
| Download PDF |
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| Conference Information |
| Committee |
NS CS IN |
| Conference Date |
2004-09-02 - 2004-09-03 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Tohoku University |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Active networks, IP-VPN, network security, ultra high-speed networks, p2p communications, network software, etc. |
| Paper Information |
| Registration To |
IN |
| Conference Code |
2004-09-NS-CS-IN |
| Language |
English |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Detection of Network Events using Digital Signal Processing Techniques |
| Sub Title (in English) |
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| Keyword(1) |
traffic analysis |
| Keyword(2) |
network event |
| Keyword(3) |
event detection |
| Keyword(4) |
digital signal processing |
| Keyword(5) |
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| 1st Author's Name |
Zhang Ding Hui |
| 1st Author's Affiliation |
Tohoku University (Tohoku Univ.) |
| 2nd Author's Name |
Kazuhide Koide |
| 2nd Author's Affiliation |
Tohoku University (Tohoku Univ.) |
| 3rd Author's Name |
Gen Kitagata |
| 3rd Author's Affiliation |
Tohoku University (Tohoku Univ.) |
| 4th Author's Name |
GlennMansfield Keeni |
| 4th Author's Affiliation |
Cyber Solution Inc. (Cysol) |
| 5th Author's Name |
Norio Shiratori |
| 5th Author's Affiliation |
Tohoku University (Tohoku Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2004-09-03 11:45:00 |
| Presentation Time |
25 minutes |
| Registration for |
IN |
| Paper # |
NS2004-107, IN2004-66, CS2004-62 |
| Volume (vol) |
vol.104 |
| Number (no) |
no.273(NS), no.275(IN), no.277(CS) |
| Page |
pp.37-42 |
| #Pages |
6 |
| Date of Issue |
2004-08-27 (NS, IN, CS) |
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