Changes between Version 22 and Version 23 of GEC21Agenda/EveningDemoSession


Ignore:
Timestamp:
10/19/14 23:45:22 (5 years ago)
Author:
hdempsey@bbn.com
Comment:

Add UCD demo

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  • GEC21Agenda/EveningDemoSession

    v22 v23  
    270270  * Dan Barrett, barrettd@cs.cmu.edu, Carnegie Mellon Univ
    271271
     272=== intelligent SDN based Traffic (de)Aggregation and Measurement Paradigm (iSTAMP) ===
     273
     274n our proposed SDN measurement framework, called iSTAMP, the flexibility provided by the SDN for real-time reconfiguration of OpenFlow switches is utilized to partition the TCAM entries of switches/routers into two parts to: 1) optimally aggregate part of incoming flows for aggregate measurements, and 2) de-aggregate and directly measure the most informative flows for per-flow measurements. Under hard resource constraint of TCAM entries in SDN switches, iSTAMP designs the optimal aggregation matrix which minimizes the flow-size estimation error via using compressive sensing network inference techniques. Moreover, the iSTAMP framework utilizes an intelligent Multi-Armed Bandit based algorithm to adaptively sample the most ”rewarding” flows, whose accurate measurements have the highest impact on the overall flow measurement and estimation performance. iSTAMP then processes these aggregate and per-flow measurements to effectively estimate network flows using a variety of optimization techniques.
     275
     276Participants:
     277  * Mehdi Malboubi, mmalboubi@ucdavis.edu, University of California, Davis
     278  * Chen-Nee Chuah, chuah@ucdavis.edu, University of California, Davis
     279  * Lei Liu, leiliu@ucdavis.edu, University of California, Davis
     280  * S. J. Ben Yoo, sbyoo@ucdavis.edu, University of California, Davis
     281
    272282==== International Federation ====
    273283