Modeling
Disruption Tolerant Networks: Fluid Models and
Mobility Models
By
-
Prof.
Don Towsley
Professor,
Department of Computer Science, University
of Massachusetts
|
Date:
Nov 11, 2008 (Tuesday) |
Time:
2:30pm - 3:30pm |
Venue:
Rm. 1009, William M.W. Mong Engineering Building,
CUHK |
Abstract
:
In
this talk we study focus on two aspects of disruption
tolerant networks (DTNs). First we study epidemic
routing and its variations through the use of fluid
models. in many cases these models yield closed-form
expressions for performance metrics such as average
delivery delay and can be easily solved numerically
for other cases. We also show how these models can
be adapted to study DTNs with infrastructure.
Second,
we focus on the problem of modeling node mobility
in a DTN. Specifically, we study traces taken from
UMass DieselNet, a bus-based DTN. The standard model
assumes nodes are homogeneous and represents their
mobility in the form of an aggregate inter-contact
time distribution. We find that simulation of a DTN
using such a model results in lower average delivery
delays. We then present route-level contact models
and show that their use leads to much better delay
predictions.
Biography
:
Don
Towsley received a B.A. degree in physics and a Ph.D.
degree in computer science, both from University of
Texas University. He is currently a Distinguished
University Professor in the Department of Computer
Science at the University of Massachusetts - Amherst,
where he co-directs the Networking Research Laboratory.
Professor Towsley has been a Visiting Scientist at
AT&T Labs - Research, IBM Research, INRIA , Microsoft
Research Cambridge, and the University of Paris 6.
Prof.
Towsley's research interests include network measurement,
modeling, and analysis. He currently serves as Editor-in-Chief
of the IEEE/ACM Transactions on Networking and on
the editorial boards of Journal of the ACM and IEEE
Journal of Selected Areas in Communications. He is
also currently Chair of the IFIP Working Group 7.3
on computer performance measurement, modeling, and
analysis. He has also served on numerous editorial
boards including those of IEEE Transactions on Communications
and Performance Evaluation. He has been active in
the program committees for numerous conferences including
IEEE Infocom, ACM SIGCOMM, ACM SIGMETRICS, and IFIP
Performance conferences for many years, and has served
as Technical Program Co-Chair for ACM SIGMETRICS and
Performance conferences.
Prof.
Towsley has received the 2007 IEEE Koji Kobayashi
Computer and Communications Award , the 2007 ACM SIGMETRICS
Achievement Award, the 1999 IEEE Communications Society
William Bennett Award, and several conference and
workshop best paper awards. He is also the recipient
of the University of Massachusetts Chancellor's Medal
and the Outstanding Research Award from the College
of Natural Science and Mathematics at the University
of Massachusetts. He is one of the founders of the
Computer Performance Foundation. He has twice received
IBM Faculty Fellowship Awards, and is a Fellow of
the IEEE and the ACM. |