NDLI: Early detection for networking anomalies using non-adaptive group testing

Content Provider	IEEE Xplore Digital Library
Author	Bui, T.V. Huynh, C.N. Nguyen, T.D.
Copyright Year	2013
Description	Author affiliation: Univ. of Tech. Educ., Ho Chi Minh City, Vietnam (Huynh, C.N.) \|\| Fac. of Inf. Technol., Univ. of Sci., Ho Chi Minh City, Vietnam (Bui, T.V.; Nguyen, T.D.)
Abstract	Monitoring operation of thousands of servers and network devices on big data centers or server farms are very important roles for administrators to ensure that it well-operates, early detection of anomalies, fast errors correcting and decreasing discontinuous network. Network monitoring system detects anomalies such as attacks, states of hosts or services, resources. The aim of this is recognizes network faults and attacks quickly. A method widely used for almost network monitoring systems is setup agents on servers, network devices and then establishing connections between them and monitoring servers using some protocols such as ICMP and SNMP. These servers send periodic requests to agents to get reports or agents send traps to network monitoring servers. With this method, it must long time to alert. We propose a solution to fast detecting some anomalies such as servers or devices operate with high frequency (called “hot IPs”) and low frequency (called “low IPs”) and it works independently to early warning for these anomalies using non-adaptive group testing method. In particular, if dealing with up to 260,000 IPs, we can detect up to 31 hot and low IPs within 2.5 minutes.
Starting Page	984
Ending Page	987
File Size	146377
Page Count	4
File Format	PDF
ISBN	9781479906987
DOI	10.1109/ICTC.2013.6675536
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2013-10-14
Publisher Place	South Korea
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Low IPs Networking Anomaly Hot IPs Group Testing
Content Type	Text
Resource Type	Article

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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
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