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DOT NET IEEE 2012 Abstracts DOMAIN - NETWORKING

SPATIO-TEMPORAL COMPRESSIVE SENSING AND INTERNET TRAF FI C MATRICES (EXTENDED VERSION) Despite advances in measurement technology, it is still challenging to reliably compile large-scale network datasets. For ex ample, because offlaws in the measurement systems or difficulties posed by the measurement problem itself, missing, ambiguous, or indirect data are common. In the case where such data have spatio-temporal structure, it is natural to try to leverage this structure to deal with the challenges posed by the problem-atic nature of the data. Our work involving network datasets draws on ideas from the area of compressive sensing and matrix completion, where sparsity is exploited in estimating quantities of interest. However, the standard results on compressive sensing are: 1) reliant on conditions that generally do not hold for network datasets; and 2) do not allow us to exploit all we know about their spatio-temporal structure. In this paper, we overcome these limitations with an algorithm that has at its heart the same ideas espoused in compressive sensing, but adapted to the problem of network datasets. We show how this algorithm can be used in a variety of ways, in particular on traffic data, to solve problems such as simple interpolation of missing values, traffic matrix inference from link data, prediction, and anomaly detection.

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DOT NET IEEE 2012 Abstracts The elegance of the approach lies in the fact that it unifies all of these tasks and allows them to be performed even when as much as 98% of the data is missing

NCCT, 109, 2 nd Floor, Bombay Flats, Nungambakkam High Road, Nungambakkam, Chennai – 600034. Near Ganpat Hotel, Above IOB, Next to ICICI Bank Projects in Java * J2EE * J2ME * .NET * ASP.NET * VB.NET * C# * Android * NS2 * Matlab * Embedded Systems


NCCT Smarter way to do your Projects

www.ncct.in ncctchennai@gmail.com 044-28235816, 98411 93224

DOT NET IEEE 2012 Abstracts Abstract of the Project

Existing System Proposed System Advantages Architecture Diagram Modules Algorithms used

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NCCT, 109, 2 nd Floor, Bombay Flats, Nungambakkam High Road, Nungambakkam, Chennai – 600034. Near Ganpat Hotel, Above IOB, Next to ICICI Bank Projects in Java * J2EE * J2ME * .NET * ASP.NET * VB.NET * C# * Android * NS2 * Matlab * Embedded Systems


NCCT Smarter way to do your Projects

www.ncct.in ncctchennai@gmail.com 044-28235816, 98411 93224

DOT NET IEEE 2012 Abstracts HARDWARE REQUIREMENTS System RAM

: Pentium Dual Core Processor + Board : 2 GB

Hard Disk

: 200 GB

Monitor

: 17” Color Monitor

Mouse

: Logitech Mouse

Keyboard

: Multimedia Keyboard

SOFTWARE REQUIREMENTS O/S

: Windows XP / Windows 7

Language

: ASP.NET, C#.

Database

: SQL Server 2005

NCCT, 109, 2 nd Floor, Bombay Flats, Nungambakkam High Road, Nungambakkam, Chennai – 600034. Near Ganpat Hotel, Above IOB, Next to ICICI Bank Projects in Java * J2EE * J2ME * .NET * ASP.NET * VB.NET * C# * Android * NS2 * Matlab * Embedded Systems

Dot NET-Networking -- SPATIO-TEMPORAL COMPRESSIVE SENSING AND INTERNET TRAF FI C MATRICES (EXTENDED  

DOT NET IEEE 2012 Abstracts DOMAIN - NETWORKING Projects in Java * J2EE * J2ME * .NET * ASP.NET * VB.NET * C# * Android * NS2 * Matlab * Emb...

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