NDLI: Cost-Effective IP Trace Publishing Using Data Sketch

Content Provider	IEEE Xplore Digital Library
Author	Li-hua Miao Wei Ding Hai-ting Zhu Qing Xia
Copyright Year	2011
Abstract	IP Traces are sets of IP packets (or packet headers) captured at the measuring point. Their publishing, which is most challenged by massive size concern, is crucial for network research. In this paper, we propose a new scheme for IP Trace publishing which offers much smaller transportation quantity than the traditional methods. Based on Cisco's Net flow technique, the data provider first summarizes an original IP Trace to a sketch. During the summarizing process, extra statistics of certain fields in the original IP Trace are obtained. The sketch and the statistics, which are much smaller in size, are then published instead of the original IP Trace. Based on the Monte Carlo simulation technique, the data down loader can generate a synthetic IP Trace from the sketch and the statistics which preserves most of the statistical properties of the original IP Trace. According to our experiments, the transportation quantity of our scheme is only 3% of that in the traditional methods and meanwhile privacy is better protected. In the end, the utility of the synthetic IP Trace and that of the original IP Trace are compared using two network performance metrics (throughput and RTT). The result shows that this scheme is feasible.
Starting Page	180
Ending Page	184
File Size	638746
Page Count	5
File Format	PDF
ISBN	9781612843476
DOI	10.1109/NCIS.2011.44
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2011-05-14
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Measurement Protocols Transportation Reconstruction algorithms Privacy Utility Publishing IP Trace Transportation quantity Simulation algorithm Privacy protection Flow outline IP networks
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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