NDLI: Nine years of observing traffic anomalies: Trending analysis in backbone networks

Content Provider	IEEE Xplore Digital Library
Author	Youngjoon Won Fontugne, R. Cho, K. Esaki, H. Fukuda, K.
Copyright Year	2013
Description	Author affiliation: Univ. of Tokyo, Tokyo, Japan (Esaki, H.) \|\| Hanyang Univ., Seoul, South Korea (Youngjoon Won) \|\| IIJ, Tokyo, Japan (Cho, K.) \|\| NII/Presto, JST, Tokyo, Japan (Fukuda, K.) \|\| JFLI, Univ. of Tokyo, Tokyo, Japan (Fontugne, R.)
Abstract	We present the longitudinal trending analysis of traffic anomalies on a trans-Pacific backbone network over nine years. Throughout our analysis, we try to answer several questions: how frequent do such anomalies appear and how long do they last? Does a set of anomalous hosts occur correspondingly? We answer these by applying the state-of-the-art anomaly detectors to (un)anonymized packet traces and look into interesting insights from the long-term analysis. The key observations are as follow. The sources of anomalies are decreasing over the recent years, but take a significant portion of traffic volume during the measurement period (i.e., 0.03% of all IP addresses take up to 30% of traffic volume). The frequency analysis reveals that there is a clear periodicity of anomalies and anomalous host occurrences in various durations. Finally, we find the influences of anomaly detectors to the overall trending and how they differ from each other.
Starting Page	636
Ending Page	642
File Size	3459845
Page Count	7
File Format	PDF
ISBN	9781467352291
e-ISBN	9783901882500
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2013-05-27
Publisher Place	Belgium
Access Restriction	Subscribed
Rights Holder	IFIP
Subject Keyword	Detectors IP networks Ports (Computers) Principal component analysis Grippers Correlation Servers
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
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9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

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